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FIx depreciation warnings + more #4

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Updating to be compatible with latest versions of Julia/JuMP/JuMPChance
#3

Updating for Julia 0.5.0, JuMPChance 0.3.0 and JuMP 0.14.1.

fix al the depreciation warnings
fix with_probability

See
Updating to be compatible with latest versions of Julia/JuMP/JuMPChance
mlubin#3

Updating for Julia 0.5.0, JuMPChance 0.3.0 and JuMP 0.14.1.

fix al the depreciation warnings
fix with_probability
@@ -15,7 +15,8 @@ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLI
# Define packages to be used:
using JuMP # Optimization package
using JuMPChance # Chance constraints package
using Gurobi # Solver, could be altered if needed
# using Gurobi # Solver, could be altered if needed
using Mosek # Solver, could be altered if needed
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This change should stay local, no reason to change the solver from what we used in the paper

@mlubin
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mlubin commented Sep 22, 2016

Everything here appears correct. The problem is infeasible with this code?

@frederikgeth
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frederikgeth commented Sep 22, 2016

Sorry for the CPLEX code in the pull request, I just wanted to share some
code to allow you to verify. I'll clean it up if I get it working :)

The console output for that code + my installed packages below:

theron:run fgeth$ julia ../codejl/ccopfmodel_simulation.jl
bpa-season1-gamma1.0.dat


reading config bpa-season1-gamma1.0.dat

>>>> line_probability_threshold = 0.01

>>>> gen_probability_threshold = 0.1666

>>>> logfilename = casebpa.log

>>>> loadscale = 1.0

>>>> mvaBase = 100.0

>>>> thermalLimitscale = 0.9

>>>> hydro_indices = ../data/bpa/hydro_power_plants_indices.csv

>>>> nuclear_indices = ../data/bpa/nuclear_power_plants_indices.csv

>>>> coal_indices = ../data/bpa/coal_power_plants_indices.csv

>>>> gas_indices = ../data/bpa/gas_power_plants_indices.csv

>>>> ramp_file = ../data/bpa/rampbpa.csv

>>>> loaded_lines_file = ../data/bpa/overload_line_ind.csv

>>>> wind_forecast_file = ../data/bpa/season1/bpawind_det_forecast2160.csv

>>>> wind_sigma_file = ../data/bpa/season1/bpawind_det_sigma2160.csv

>>>> load_file = ../data/bpa/season1/load2160.csv

>>>> hydro_limit_file = ../data/bpa/season1/hydro_power_plants2160.csv

>>>> loaded_lines_probability_threshold = 0.01

>>>> robust_mean_lower_file =
../data/bpa/season1/bpawind_rob_mean_dn2160.csv

>>>> robust_mean_upper_file =
../data/bpa/season1/bpawind_rob_mean_up2160.csv

>>>> robust_sigma_lower_file =
../data/bpa/season1/bpawind_rob_sigma_dn2160.csv

>>>> robust_sigma_upper_file =
../data/bpa/season1/bpawind_rob_sigma_up2160.csv

>>>> robust_budget = 1.0

>>>> output_matfile = ccopf_bpa_simulation_results_season1_gamma1.0.mat

ROBUST CCOPF with budget 1.0

10 time steps

node 27 is farm 1

node 18 is farm 2

node 23 is farm 3

node 24 is farm 4

node 18 is farm 5

node 907 is farm 6

node 970 is farm 7

node 1040 is farm 8

node 1384 is farm 9

node 22 is farm 10

node 25 is farm 11

node 2186 is farm 12

node 1121 is farm 13

node 1394 is farm 14

node 1390 is farm 15

node 1400 is farm 16

node 21 is farm 17

node 18 is farm 18

node 31 is farm 19

node 31 is farm 20

node 25 is farm 21

node 24 is farm 22

node 970 is farm 23

node 1413 is farm 24



######## T = 1


-> sumvar 6615.7132128661 stddev 81.33703469432666

Iteration 0: 6259 constraint violations, 0 objective linearization
violations

WARNING: Not solved to optimality, status: Infeasible



######## T = 2


-> sumvar 6472.039335426101 stddev 80.44898591919043

Iteration 0: 6259 constraint violations, 0 objective linearization
violations

WARNING: Not solved to optimality, status: Infeasible



######## T = 3


-> sumvar 6509.1704671961 stddev 80.67943026073064

Iteration 0: 6259 constraint violations, 0 objective linearization
violations

WARNING: Not solved to optimality, status: Infeasible



######## T = 4


-> sumvar 6075.5444353361 stddev 77.94577881666268

Iteration 0: 6259 constraint violations, 0 objective linearization
violations

WARNING: Not solved to optimality, status: Infeasible



######## T = 5


-> sumvar 3093.2861953361 stddev 55.617319203069286

Iteration 0: 6259 constraint violations, 0 objective linearization
violations

WARNING: Not solved to optimality, status: Infeasible



######## T = 6


-> sumvar 2815.3004762561004 stddev 53.05940516304438

Iteration 0: 6259 constraint violations, 0 objective linearization
violations

WARNING: Not solved to optimality, status: Infeasible



######## T = 7


-> sumvar 3223.7749969661 stddev 56.778296883281904

Iteration 0: 6259 constraint violations, 0 objective linearization
violations

WARNING: Not solved to optimality, status: Infeasible



######## T = 8


-> sumvar 4248.993750646101 stddev 65.18430601491514

Iteration 0: 6259 constraint violations, 0 objective linearization
violations

WARNING: Not solved to optimality, status: Infeasible



######## T = 9


-> sumvar 5519.839991086101 stddev 74.29562565243057

Iteration 0: 6259 constraint violations, 0 objective linearization
violations

WARNING: Not solved to optimality, status: Infeasible



######## T = 10


-> sumvar 2843.1364111261 stddev 53.321069110869296

Iteration 0: 6259 constraint violations, 0 objective linearization
violations

WARNING: Not solved to optimality, status: Infeasible


----

Julia packages:

   *_**       _ **_**(_)**_**     |  A fresh approach to technical
computing*

  *(_)**     | **(_)* *(_)**    |  Documentation: http://docs.julialang.org
<http://docs.julialang.org>*

*   _ _   _| |_  __ _   |  Type "?help" for help.*

*  | | | | | | |/ _` |  |*

*  | | |_| | | | (_| |  |  Version 0.5.0 (2016-09-19 18:14 UTC)*

* _/ |\__'_|_|_|\__'_|  |  Official http://julialang.org/
<http://julialang.org/> release*

*|__/                   |  x86_64-apple-darwin13.4.0*


*julia> **Pkg.status()*

6 required packages:

 - CPLEX                         0.1.4

 - Debug                         0.1.6

 - Gurobi                        0.2.4

 - JuMPChance                    0.3.0

 - MAT                           0.3.1

 - Mosek                         0.5.0

25 additional packages:

 - BinDeps                       0.4.5

 - Blosc                         0.1.7

 - BufferedStreams               0.2.0

 - Calculus                      0.1.15

 - Compat                        0.9.2

 - DataStructures                0.4.6

 - Distributions                 0.10.2

 - ECOS                          0.6.7

 - ForwardDiff                   0.2.5

 - HDF5                          0.6.6

 - Homebrew                      0.4.0

 - JSON                          0.7.0

 - JuMP                          0.14.1

 - Lazy                          0.11.1

 - Libz                          0.2.0

 - MacroTools                    0.3.2

 - MathProgBase                  0.5.6

 - NaNMath                       0.2.1

 - PDMats                        0.4.2

 - ReverseDiffSparse             0.5.8

 - Rmath                         0.1.3

 - SHA                           0.2.1

 - StatsBase                     0.9.0

 - StatsFuns                     0.3.1

 - URIParser                     0.1.6



On Thu, Sep 22, 2016 at 4:47 AM, Miles Lubin <[email protected]>
wrote:

> Everything here appears correct. The problem is infeasible with this code?
>
> —
> You are receiving this because you authored the thread.
> Reply to this email directly, view it on GitHub
> <https://github.com/mlubin/RobustCCOPFSupplement/pull/4#issuecomment-248796953>,
> or mute the thread
> <https://github.com/notifications/unsubscribe-auth/AL9YFlCROf_f_X6t40ISPloxAoQAwGwQks5qsexDgaJpZM4KCx77>
> .
>

@mlubin
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mlubin commented Sep 22, 2016

Were you able to successfully run the original code with the listed versions of the packages?

@frederikgeth
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no, I got stuck at the following error in Julia 0.4.6 - JuMP 0.9.0 -
JuMPChance 0.1.1 -
Gurobi.jl 0.1.26:

ERROR: LoadError: Cannot construct an affine expression with a term of type
(JuMP.GenericQuadExpr{Float64,JuMP.Variable})*(Float64)

console dump + pkg list below:

electa-05:run fgeth$
/Applications/Julia-0.4.6.app/Contents/Resources/julia/bin/julia
../codejl/ccopfmodel_simulation.jl bpa-season1-gamma1.0.dat

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:24

WARNING: module JuMP should explicitly import setindex! from Base

reading config bpa-season1-gamma1.0.dat

WARNING: beginswith is deprecated, use startswith instead.

in depwarn at deprecated.jl:73

in beginswith at deprecated.jl:30

in readconfig at
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/input.jl:224

in include at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in include_from_node1 at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in process_options at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in _start at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

while loading
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl,
in expression starting on line 157

WARNING: beginswith is deprecated, use startswith instead.

in depwarn at deprecated.jl:73

in beginswith at deprecated.jl:30

in readconfig at
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/input.jl:224

in include at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in include_from_node1 at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in process_options at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in _start at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

while loading
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl,
in expression starting on line 157

WARNING: int(s::AbstractString) is deprecated, use parse(Int,s) instead.

in depwarn at deprecated.jl:73

in int at deprecated.jl:50

in readconfig at
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/input.jl:237

in include at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in include_from_node1 at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in process_options at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in _start at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

while loading
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl,
in expression starting on line 157

line_probability_threshold = 0.01

gen_probability_threshold = 0.1666

logfilename = casebpa.log

loadscale = 1.0

mvaBase = 100.0

thermalLimitscale = 0.9

hydro_indices = ../data/bpa/hydro_power_plants_indices.csv

nuclear_indices = ../data/bpa/nuclear_power_plants_indices.csv

coal_indices = ../data/bpa/coal_power_plants_indices.csv

gas_indices = ../data/bpa/gas_power_plants_indices.csv

ramp_file = ../data/bpa/rampbpa.csv

loaded_lines_file = ../data/bpa/overload_line_ind.csv

wind_forecast_file = ../data/bpa/season1/bpawind_det_forecast2160.csv

wind_sigma_file = ../data/bpa/season1/bpawind_det_sigma2160.csv

load_file = ../data/bpa/season1/load2160.csv

hydro_limit_file = ../data/bpa/season1/hydro_power_plants2160.csv

loaded_lines_probability_threshold = 0.01

robust_mean_lower_file =
../data/bpa/season1/bpawind_rob_mean_dn2160.csv

robust_mean_upper_file =
../data/bpa/season1/bpawind_rob_mean_up2160.csv

robust_sigma_lower_file =
../data/bpa/season1/bpawind_rob_sigma_dn2160.csv

robust_sigma_upper_file =
../data/bpa/season1/bpawind_rob_sigma_up2160.csv

robust_budget = 1.0

output_matfile = ccopf_bpa_simulation_results_season1_gamma1.0.mat

WARNING: int(x::AbstractFloat) is deprecated, use round(Int,x) instead.

in depwarn at deprecated.jl:73

in int at deprecated.jl:50

in readcase at
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/input.jl:121

in include at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in include_from_node1 at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in process_options at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in _start at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

while loading
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl,
in expression starting on line 160

ROBUST CCOPF with budget 1.0

10 time steps

node 27 is farm 1

node 18 is farm 2

node 23 is farm 3

node 24 is farm 4

node 18 is farm 5

node 907 is farm 6

node 970 is farm 7

node 1040 is farm 8

node 1384 is farm 9

node 22 is farm 10

node 25 is farm 11

node 2186 is farm 12

node 1121 is farm 13

node 1394 is farm 14

node 1390 is farm 15

node 1400 is farm 16

node 21 is farm 17

node 18 is farm 18

node 31 is farm 19

node 31 is farm 20

node 25 is farm 21

node 24 is farm 22

node 970 is farm 23

node 1413 is farm 24

WARNING: deprecated syntax "{}" at
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:265.

Use "[]" instead.

WARNING: deprecated syntax "{}" at
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:266.

Use "[]" instead.

WARNING: deprecated syntax "{}" at
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:267.

Use "[]" instead.

WARNING: deprecated syntax "{}" at
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:268.

Use "[]" instead.

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.Uint8 is deprecated, use UInt8 instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

######## T = 1

-> sumvar 6615.7132128661 stddev 81.33703469432666

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: iround(x) is deprecated, use round(Integer,x) instead.

in depwarn at deprecated.jl:73

in iround at deprecated.jl:50

in solve_ccopf at
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:33

[inlined code] from
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:319

in anonymous at no file:0

in include at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in include_from_node1 at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in process_options at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in _start at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

while loading
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl,
in expression starting on line 270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

in ChanceModel#0 at
/Users/fgeth/.julia/v0.4/JuMPChance/src/JuMPChance.jl

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

in ChanceModel#0 at
/Users/fgeth/.julia/v0.4/JuMPChance/src/JuMPChance.jl

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

in ChanceModel#0 at
/Users/fgeth/.julia/v0.4/JuMPChance/src/JuMPChance.jl

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

in Model#0 at /Users/fgeth/.julia/v0.4/JuMP/src/JuMP.jl

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

in Model#0 at /Users/fgeth/.julia/v0.4/JuMP/src/JuMP.jl

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

in Model#0 at /Users/fgeth/.julia/v0.4/JuMP/src/JuMP.jl

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

in Model#0 at /Users/fgeth/.julia/v0.4/JuMP/src/JuMP.jl

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

in Model#0 at /Users/fgeth/.julia/v0.4/JuMP/src/JuMP.jl

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

in Model#0 at /Users/fgeth/.julia/v0.4/JuMP/src/JuMP.jl

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

WARNING: Base.String is deprecated, use AbstractString instead.

likely near
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:270

ERROR: LoadError: Cannot construct an affine expression with a term of type
(JuMP.GenericQuadExpr{Float64,JuMP.Variable})*(Float64)

in error at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

[inlined code] from
/Users/fgeth/.julia/v0.4/JuMP/src/parseExpr_staged.jl:193

in solve_ccopf at
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:140

[inlined code] from
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl:319

in anonymous at no file:0

in include at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in include_from_node1 at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in process_options at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

in _start at
/Applications/Julia-0.4.6.app/Contents/Resources/julia/lib/julia/sys.dylib

while loading
/Users/fgeth/JuliaProjects/RobustCCOPFSupplement-master/codejl/ccopfmodel_simulation.jl,
in expression starting on line 270


* _ ****()*** | A fresh approach to technical
computing

()* | **()* (_)* | Documentation: http://docs.julialang.org
http://docs.julialang.org*

|__/ | x86_64-apple-darwin13.4.0

_julia> _Pkg.status()

3 required packages:

  • Gurobi 0.1.26 pinned.b2988a85.tmp
  • JuMPChance 0.1.1 pinned.3a94d4b1.tmp
  • MAT 0.3.1

19 additional packages:

  • ArrayViews 0.6.4
  • BinDeps 0.4.5
  • Blosc 0.1.7
  • BufferedStreams 0.2.0
  • Calculus 0.1.15
  • Compat 0.9.2
  • DataStructures 0.4.6
  • DualNumbers 0.2.2
  • ECOS 0.5.3
  • HDF5 0.6.6
  • Homebrew 0.4.0
  • JSON 0.7.0
  • JuMP 0.9.0 pinned.2c9e9c11.tmp
  • Libz 0.2.0
  • MathProgBase 0.3.19
  • NaNMath 0.2.1
  • ReverseDiffSparse 0.3.0
  • SHA 0.2.1
  • URIParser 0.1.6

On Thu, Sep 22, 2016 at 4:34 PM, Miles Lubin [email protected]
wrote:

Were you able to successfully run the original code with the listed
versions of the packages?


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@mlubin
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mlubin commented Sep 22, 2016

That's quite strange. I should have a chance to look into this over the weekend.

@frederikgeth
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I'm using Mac OS 10.11.6 btw, and latest versions of Gurobi/CPLEX, any
other info you need? I'll be traveling in Canada next week, so it's not
really urgent - don't hesitate to enjoy your weekend!

Thank you again for your time (I hope I'm not wasting it on some trivial
issue, I'm still a julia noob)!
Best regards,
Frederik

On Thu, Sep 22, 2016 at 4:53 PM, Miles Lubin [email protected]
wrote:

That's quite strange. I should have a chance to look into this over the
weekend.


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@mlubin
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mlubin commented Sep 27, 2016

I think the infeasible issue is that the sense of the chance constraints also need to be flipped with the change from epsilon to 1-epsilon. We used to say that constraints are violated with small probability, now we say that they're satisfied with high probability. Could you give this a try?

Per recommendation of Miles in
mlubin#4 , the direction
of the chance constraints was swapped.

Some additional deprecation warnings were fixed
@frederikgeth
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Thanks Miles, changing the sense of the chance constraints fixed the feasibility issue. However, as I still can't run the original code, I'm not able to quickly verify the correctness. Do you have some reference output stored somewhere?
My console output below.


######## T = 1

-> sumvar 6615.7132128661 stddev 81.33703469432666
Optimize a model with 9759 rows, 12050 columns and 32190 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 1e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [1e+00, 4e+05]
Presolve removed 6850 rows and 7208 columns
Presolve time: 0.02s
Presolved: 2909 rows, 4842 columns, 17060 nonzeros
Presolved model has 340 quadratic objective terms

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7302272e+04   0.000000e+00   0.000000e+00      0s
Extra 21 simplex iterations after uncrush
   12834    3.0368625e+04   0.000000e+00   0.000000e+00      2s

Solved in 12834 iterations and 1.68 seconds
Optimal objective  3.036862472e+04
Warning: unscaled primal violation = 1.44323e-06 and residual = 1.44323e-06
Iteration 0: 44 constraint violations, 0 objective linearization violations
Optimize a model with 9803 rows, 12050 columns and 32247 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 7e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [6e-01, 4e+05]
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.0368617e+04   0.000000e+00   0.000000e+00      0s
     134    3.0369834e+04   0.000000e+00   0.000000e+00      0s

Solved in 134 iterations and 0.08 seconds
Optimal objective  3.036983389e+04
Warning: unscaled primal violation = 1.22446e-06 and residual = 1.22446e-06
Done after 1 iterations


######## T = 2

-> sumvar 6472.039335426101 stddev 80.44898591919043
Optimize a model with 9759 rows, 12050 columns and 32190 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 1e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [1e+00, 4e+05]
Presolve removed 6850 rows and 7208 columns
Presolve time: 0.02s
Presolved: 2909 rows, 4842 columns, 17060 nonzeros
Presolved model has 340 quadratic objective terms

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7302272e+04   0.000000e+00   0.000000e+00      0s
Extra 21 simplex iterations after uncrush
   11701    3.0030828e+04   0.000000e+00   0.000000e+00      1s

Solved in 11701 iterations and 1.34 seconds
Optimal objective  3.003082821e+04
Warning: unscaled primal violation = 1.4166e-06 and residual = 1.4166e-06
Iteration 0: 45 constraint violations, 0 objective linearization violations
Optimize a model with 9804 rows, 12050 columns and 32249 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 7e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [6e-01, 4e+05]
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.0030821e+04   0.000000e+00   0.000000e+00      0s
     134    3.0032007e+04   0.000000e+00   0.000000e+00      0s

Solved in 134 iterations and 0.07 seconds
Optimal objective  3.003200666e+04
Warning: unscaled primal violation = 1.27692e-06 and residual = 1.27692e-06
Done after 1 iterations


######## T = 3

-> sumvar 6509.1704671961 stddev 80.67943026073064
Optimize a model with 9759 rows, 12050 columns and 32190 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 1e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [1e+00, 4e+05]
Presolve removed 6851 rows and 7210 columns
Presolve time: 0.02s
Presolved: 2908 rows, 4840 columns, 17057 nonzeros
Presolved model has 340 quadratic objective terms

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7302272e+04   0.000000e+00   0.000000e+00      0s
Extra 21 simplex iterations after uncrush
   11542    2.9822360e+04   0.000000e+00   0.000000e+00      1s

Solved in 11542 iterations and 1.35 seconds
Optimal objective  2.982235979e+04
Warning: unscaled primal violation = 1.40702e-06 and residual = 1.40702e-06
Iteration 0: 45 constraint violations, 0 objective linearization violations
Optimize a model with 9804 rows, 12050 columns and 32249 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 7e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [6e-01, 4e+05]
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.9822353e+04   0.000000e+00   0.000000e+00      0s
     134    2.9823552e+04   0.000000e+00   0.000000e+00      0s

Solved in 134 iterations and 0.08 seconds
Optimal objective  2.982355212e+04
Warning: unscaled primal violation = 1.18826e-06 and residual = 1.18826e-06
Done after 1 iterations


######## T = 4

-> sumvar 6075.5444353361 stddev 77.94577881666268
Optimize a model with 9759 rows, 12050 columns and 32190 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 1e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [1e+00, 4e+05]
Presolve removed 6850 rows and 7208 columns
Presolve time: 0.02s
Presolved: 2909 rows, 4842 columns, 17060 nonzeros
Presolved model has 340 quadratic objective terms

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7302272e+04   0.000000e+00   0.000000e+00      0s
Extra 21 simplex iterations after uncrush
   12627    2.9355551e+04   0.000000e+00   0.000000e+00      2s

Solved in 12627 iterations and 1.76 seconds
Optimal objective  2.935555084e+04
Iteration 0: 44 constraint violations, 0 objective linearization violations
Optimize a model with 9803 rows, 12050 columns and 32247 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 7e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [6e-01, 4e+05]
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    2.9355573e+04   0.000000e+00   0.000000e+00      0s
     134    2.9356678e+04   0.000000e+00   0.000000e+00      0s

Solved in 134 iterations and 0.09 seconds
Optimal objective  2.935667765e+04
Done after 1 iterations


######## T = 5

-> sumvar 3093.2861953361 stddev 55.617319203069286
Optimize a model with 9759 rows, 12050 columns and 32190 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 1e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [1e+00, 4e+05]
Presolve removed 6850 rows and 7208 columns
Presolve time: 0.02s
Presolved: 2909 rows, 4842 columns, 17060 nonzeros
Presolved model has 340 quadratic objective terms

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7302272e+04   0.000000e+00   0.000000e+00      0s
Extra 21 simplex iterations after uncrush
   11553    3.1810757e+04   0.000000e+00   0.000000e+00      1s

Solved in 11553 iterations and 1.28 seconds
Optimal objective  3.181075724e+04
Warning: unscaled primal violation = 1.71751e-06 and residual = 1.71751e-06
Iteration 0: 43 constraint violations, 0 objective linearization violations
Optimize a model with 9802 rows, 12050 columns and 32245 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 7e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [6e-01, 4e+05]
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.1810755e+04   0.000000e+00   0.000000e+00      0s
     136    3.1811318e+04   0.000000e+00   0.000000e+00      0s

Solved in 136 iterations and 0.08 seconds
Optimal objective  3.181131846e+04
Warning: unscaled primal violation = 2.64272e-06 and residual = 2.64272e-06
Done after 1 iterations


######## T = 6

-> sumvar 2815.3004762561004 stddev 53.05940516304438
Optimize a model with 9759 rows, 12050 columns and 32190 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 1e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [1e+00, 4e+05]
Presolve removed 6851 rows and 7210 columns
Presolve time: 0.02s
Presolved: 2908 rows, 4840 columns, 17057 nonzeros
Presolved model has 340 quadratic objective terms

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7302272e+04   0.000000e+00   0.000000e+00      0s
Extra 21 simplex iterations after uncrush
   12752    3.3410674e+04   0.000000e+00   0.000000e+00      2s

Solved in 12752 iterations and 1.52 seconds
Optimal objective  3.341067391e+04
Warning: unscaled primal violation = 1.43518e-06 and residual = 1.43518e-06
Iteration 0: 43 constraint violations, 0 objective linearization violations
Optimize a model with 9802 rows, 12050 columns and 32245 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 7e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [6e-01, 4e+05]
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.3410681e+04   0.000000e+00   0.000000e+00      0s
       2    3.3411205e+04   0.000000e+00   0.000000e+00      0s

Solved in 2 iterations and 0.04 seconds
Optimal objective  3.341120533e+04
Warning: unscaled primal violation = 2.50035e-06 and residual = 2.50035e-06
Done after 1 iterations


######## T = 7

-> sumvar 3223.7749969661 stddev 56.778296883281904
Optimize a model with 9759 rows, 12050 columns and 32190 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 1e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [1e+00, 4e+05]
Presolve removed 6849 rows and 7203 columns
Presolve time: 0.02s
Presolved: 2910 rows, 4847 columns, 17069 nonzeros
Presolved model has 343 quadratic objective terms

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7302272e+04   0.000000e+00   0.000000e+00      0s
Extra 15 simplex iterations after uncrush
   12837    3.4412045e+04   0.000000e+00   0.000000e+00      2s

Solved in 12837 iterations and 1.61 seconds
Optimal objective  3.441204524e+04
Warning: unscaled primal violation = 1.87614e-06 and residual = 1.87614e-06
Iteration 0: 44 constraint violations, 0 objective linearization violations
Optimize a model with 9803 rows, 12050 columns and 32247 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 7e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [6e-01, 4e+05]
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.4412043e+04   0.000000e+00   0.000000e+00      0s
     136    3.4412630e+04   0.000000e+00   0.000000e+00      0s

Solved in 136 iterations and 0.10 seconds
Optimal objective  3.441263041e+04
Warning: unscaled primal violation = 1.99235e-06 and residual = 1.99235e-06
Done after 1 iterations


######## T = 8

-> sumvar 4248.993750646101 stddev 65.18430601491514
Optimize a model with 9759 rows, 12050 columns and 32190 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 1e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [1e+00, 4e+05]
Presolve removed 6849 rows and 7203 columns
Presolve time: 0.02s
Presolved: 2910 rows, 4847 columns, 17069 nonzeros
Presolved model has 343 quadratic objective terms

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7302272e+04   0.000000e+00   0.000000e+00      0s
Extra 15 simplex iterations after uncrush
   12764    3.3815696e+04   0.000000e+00   0.000000e+00      2s

Solved in 12764 iterations and 1.52 seconds
Optimal objective  3.381569585e+04
Warning: unscaled primal violation = 1.60508e-06 and residual = 1.60508e-06
Iteration 0: 43 constraint violations, 0 objective linearization violations
Optimize a model with 9802 rows, 12050 columns and 32245 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 7e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [6e-01, 4e+05]
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.3815705e+04   0.000000e+00   0.000000e+00      0s
       4    3.3816495e+04   0.000000e+00   0.000000e+00      0s

Solved in 4 iterations and 0.04 seconds
Optimal objective  3.381649454e+04
Warning: unscaled primal violation = 2.80917e-06 and residual = 2.80917e-06
Done after 1 iterations


######## T = 9

-> sumvar 5519.839991086101 stddev 74.29562565243057
Optimize a model with 9759 rows, 12050 columns and 32190 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 1e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [1e+00, 4e+05]
Presolve removed 6849 rows and 7203 columns
Presolve time: 0.02s
Presolved: 2910 rows, 4847 columns, 17069 nonzeros
Presolved model has 343 quadratic objective terms

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7302272e+04   0.000000e+00   0.000000e+00      0s
Extra 15 simplex iterations after uncrush
   12270    3.5145197e+04   0.000000e+00   0.000000e+00      1s

Solved in 12270 iterations and 1.44 seconds
Optimal objective  3.514519668e+04
Warning: unscaled primal violation = 2.85533e-06 and residual = 2.85533e-06
Iteration 0: 44 constraint violations, 0 objective linearization violations
Optimize a model with 9803 rows, 12050 columns and 32247 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 7e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [6e-01, 4e+05]
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.5145213e+04   0.000000e+00   0.000000e+00      0s
     136    3.5146216e+04   0.000000e+00   0.000000e+00      0s

Solved in 136 iterations and 0.09 seconds
Optimal objective  3.514621615e+04
Done after 1 iterations


######## T = 10

-> sumvar 2843.1364111261 stddev 53.321069110869296
Optimize a model with 9759 rows, 12050 columns and 32190 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 1e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [1e+00, 4e+05]
Presolve removed 6849 rows and 7203 columns
Presolve time: 0.02s
Presolved: 2910 rows, 4847 columns, 17069 nonzeros
Presolved model has 343 quadratic objective terms

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    1.7302272e+04   0.000000e+00   0.000000e+00      0s
Extra 15 simplex iterations after uncrush
   12821    3.5452085e+04   0.000000e+00   0.000000e+00      2s

Solved in 12821 iterations and 1.56 seconds
Optimal objective  3.545208533e+04
Warning: unscaled primal violation = 4.3108e-06 and residual = 4.3108e-06
Iteration 0: 43 constraint violations, 0 objective linearization violations
Optimize a model with 9802 rows, 12050 columns and 32245 nonzeros
Model has 352 quadratic objective terms
Coefficient statistics:
  Matrix range    [3e-03, 7e+02]
  Objective range [1e-04, 1e+04]
  Bounds range    [6e-01, 1e+04]
  RHS range       [6e-01, 4e+05]
Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    3.5452077e+04   0.000000e+00   0.000000e+00      0s
     136    3.5452594e+04   0.000000e+00   0.000000e+00      0s

Solved in 136 iterations and 0.08 seconds
Optimal objective  3.545259390e+04
Warning: unscaled primal violation = 1.90631e-06 and residual = 1.90631e-06

@mlubin
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mlubin commented Oct 5, 2016

I can confirm the objective values match up. Could you update the required versions as listed in the README? Feel free to give yourself credit for updating the code as well. After that I'm ready to merge.

@frederikgeth
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Ok, I'll do that sometime this week. However, in its current state, on my mac at least, the .mat export fails (corrupt file and filename contains a newline after the extension). I'm still trying to find out what's wrong there in between things.

@yeesian
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yeesian commented May 17, 2017

I can reproduce this too. It turns out you need to replace the "r+" flag with "w" in codejl/ccopfmodel_simulation.jl:

import Base.close
function close(f::MAT.MAT_HDF5.MatlabHDF5File)
    if f.toclose
        close(f.plain)
        if f.writeheader
            magic = zeros(UInt8, 512)
            const identifier = "MATLAB 7.3 MAT-file" # minimal but sufficient
            magic[1:length(identifier)] = identifier.data
            magic[126] = 0x02
            magic[127] = 0x49
            magic[128] = 0x4d
            rawfid = open(f.plain.filename, "w") # change from "r+" to "w"
            write(rawfid, magic)
            close(rawfid)
        end
        f.toclose = false
    end
    nothing
end

Feel free to submit an upstream issue at https://github.com/simonster/MAT.jl/issues.

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3 participants