Questions tagged [cplex]
Questions related to the commercial solver IBM ILOG CPLEX Optimization Studio.
231
questions
1
vote
1
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18
views
Array of string in OPL
how to make 2d array of strings in Cplex
//indics
{string} cluster=...;
setof(string) darkstore =...;
setof(string)demandpoint =...;
//data
cluster={chav,sree};
demandpoint=[{tsnami,adholokam,...
1
vote
0
answers
143
views
+100
Manual Benders Algorithm on CPLEX
I am using a manual Benders implementation for a problem. For that, I need to store certain variables since I need to transfer them to sub or master problems. However, as the size of the problem gets ...
- 333
0
votes
0
answers
68
views
Cplex solution and dual of a problem
I have the following problem:
I took its dual as follows:
However, when I solve it on CPLEX, I somehow do not get the same objective value. Do you think there is something wrong?
Also, do you know ...
- 333
3
votes
1
answer
72
views
Converting continuous variable dict to binary variables in python docplex
I am solving a problem using linear relaxation at the initial phase. Hence, I need continuous variables at the beginning. Then I need to convert some continuous variables to binary and solve the same ...
- 333
3
votes
3
answers
142
views
Summation of maximization terms in CPLEX
I have a problem in the following type:
$$\sum_{i∈I}{\max_{j∈J}c_{ij}\cdot x_{j}}$$
For each objective, in a set of $x$ variables, the goal is to select the one with the highest cost coefficient. ...
- 333
2
votes
1
answer
79
views
Updating constraint set rhs in docplex
I am trying to update the rhs of a constraint iteratively under a while loop in docplex, however, it does not work properly. As I analyze the output text file, while some constraints are updated as I ...
- 333
2
votes
3
answers
323
views
"Re-optimize" feature in Commercial Optimization
How does the "re-optimize" feature work in commercial optimization solvers such as IBM CPLEX and Gurobi? I recently experienced a considerable performance boost by re-solving a model with ...
- 372
2
votes
0
answers
47
views
Automated Benders Using Annotations
I'm trying to solve an optimization model using Automated Benders with annotations using CPLEX library in C++. I've defined a master problem and N (number of supply nodes in my model's network) ...
- 41
2
votes
1
answer
65
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How should I implement Benders Decomposition with annotations in C++ using CPLEX library
I'm a beginner in C++ and want to implement Benders decomposition in C++ using CPLEX. I'm gonna use it for a special case study, so I need to customize the cuts to minimize the optimality gap. However,...
- 41
3
votes
1
answer
109
views
How to remove a callback that was previously registered in Julia?
I'm coding in Julia, how can I do the same as "Remove(Cplex.Callback)" function does in C++ ?
- 173
5
votes
1
answer
106
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Two-Stage Stochastic Optimization: How to deal with Infeasible scenario while calculating EEV (Expected result of using the EV solution)
I am trying to solve some of the stochastic optimization proposed problems for an Optimization course I joined.
One of the exercices asks to solve the Expected Value problem. I already made it.
Next ...
- 151
2
votes
0
answers
56
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Discrepancy between CPLEX interface solution and C API
I have a C API program uploaded here in Dropbox that is an LP. Here is the problem: When I compile the C file it gives me "1017 Not available for mixed-integer problems" while the problem is ...
- 27
7
votes
2
answers
382
views
Implementing Heuristic Callback in CPLEX C++ API for MILP
I am trying to implement a heuristic callback to a MILP with BOTH integer variables and continuous variables. After finding a feasible solution, I tried to use setSolution() to send the solution to ...
- 73
3
votes
2
answers
150
views
Modifying and re-optimizing a model using CPLEX Python API
I came across the following functionality that is offered by CPLEX for modifying and re-optimizing a model based on previous computations: https://perso.ensta-paris.fr/~diam/ro/online/cplex/cplex1271/...
- 372
2
votes
1
answer
37
views
How to get the fractional solution of a node in a MIP model using JuMP package?
I'm coding in Julia and use the JuMP package. My IP solver stops by a fixed node limitation. I noticed that I can only get the feasible primal and dual solution if has any, however I would like to get ...
- 173
1
vote
1
answer
48
views
Difference between cplex_direct and cplex in Pyomo SolverFactory
I noticed some people specify the solver as "cplex_direct" whereas others as "cplex" when passing the option to SolverFactory in Pyomo. Is there ...
- 372
2
votes
2
answers
64
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Disjoint Paths and Minimum Total Cost Disjoint Paths Problem in CPLEX
So I have this constraint to write in CPLEX:
\begin{align}\min&\quad Z=\sum_{(i,j)\in A}c_{ij}x_{ij}\tag1\\\text{s.t.}&\quad\sum_{j:(s,j)\in A}x_{sj}=K\tag{2.2}\\&\quad\sum_{i:(i,t)\in A}...
- 31
2
votes
1
answer
149
views
gams syntax issue - "set identifier or quoted element expected"
Writing some GAMS code, getting some syntax errors:
Anyone recognize the problem?
- 171
2
votes
1
answer
117
views
Re-optimizing pyomo model based on previous computation
I am currently new to pyomo and modelling techniques but I came across information mentioning that the CPLEX and Gurobi APIs offer a functionality where you can re-use already computed values and feed ...
- 372
2
votes
1
answer
97
views
How to solve infeasible cplex model in GAMS?
I am facing this kind of error
"Row 'eq1(14)' infeasible, all entries at implied bounds"
in a problem that a GAMS script gets data from MATLAB. I have seen some posts about conflict ...
- 21
0
votes
1
answer
108
views
How to code this constraint in CPLEX?
$$\sum_{j\in M}\sum_{k=i}^{\rm until}x_{aijk}\cdot b_{kj}=d_{ai},\quad\forall i\in N,\forall a\in B\cap A_1;{\rm until}=\min(i+v_a,n)$$ How to code this linear program in CPLEX?
- 19
3
votes
1
answer
149
views
Where to find "MIP Emphasis" parameter in the CPLEX IDE?
I am also looking to solve a MIP with heuristic algorithms and read in the guide that I need to modify the "MIP emphasis" parameter. Is there a way of doing this in the CPLEX IDE? All I can ...
- 63
3
votes
2
answers
252
views
How to view pause and view current solution in CPLEX Optimization Studio?
I am solving my first model in CPLEX 22.1. I have setup a quadratic MIP with 100 variables and the model has been running for a day already with the best integer and best bound solutions barely ...
- 63
2
votes
1
answer
158
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CPLEX stuck in solve method - dual simplex solved model
I am solving a (rather large) MILP in CPLEX in Java. I also wrote a solution extractor method, which works most of the time. However, when CPLEX tries to solve my problem with the dual simplex method ...
- 29
2
votes
1
answer
122
views
Dantzig-Wolfe decomposition and optimal integer solutions
It is well known that applying the Dantzig-Wolfe Decomposition in the one period cutting stock problem with trim loss minimization leads to an optimal real solution that shares the round up property, ...
- 153
1
vote
0
answers
125
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Apply Benders decomposition approach in CPLEX with python while using docplex class
I am new to cplex with python. I want to solve a problem using the Benders decomposition approach. Where I want to use UserCutCallback and LazyConstraintCallback. I am writing code in script format (...
2
votes
0
answers
56
views
MIP start in cplex using Java
When I am reading an "lp" file for the problem and using a MIP start reading from a "sol" file it works.
But when I pass on the same model directly to cplex (without writing lp) ...
- 21
4
votes
2
answers
189
views
Attempting to define dual crossover for barrier optimization in CPLEX
I am exploring what the tradeoffs are between no crossover, crossover w/ default settings, and crossover with just dual for barrier optimization.
When I attempt to define my solver settings for the ...
- 61
2
votes
1
answer
99
views
Reproducing the CPLEX Output
I would like to reproduce the output of CPLEX, when it solves an MIP problem. That is, I would like to get the entries of the following example output, so that I can work with them.
I am especially ...
- 75
2
votes
1
answer
149
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CPLEX solver, parallelism, solver parameter settings
CPLEX settings
LPMethod: Barrier
Threads: 4
Issue:
When I run my model, the barrier method will solve using the 4 threads (as expected). I noticed in the log file that the solver then follows up with ...
- 61
3
votes
0
answers
57
views
cplex callbacks: getting the branching variable
I would like to obtain the number of the variable cplex branches on at the current node during B&B.
I try this by using the callback
...
- 75
1
vote
0
answers
42
views
CPLEX OPL - Problem of arrangements and increments
I have a problem involving work shifts and assembly stations.
Work shifts have the subscript = T
Workstations have the subscript = J
My decision variable is X[t][j]
For each turn (T) I am trying to ...
- 11
4
votes
1
answer
153
views
Solution time of different formulation
In MIP, what's the difference of solving time between the following two formulations?
$x_i = 0$ for $i\in I$, and
$\sum_{i\in I} x_i = 0$.
Suppose that $x_i, \forall i\in I$ are all binary variables....
- 41
1
vote
0
answers
77
views
User callback doing nothing slows down Cplex
I am trying to do something with user callbacks in Cplex using Python API. For instance, I will need a callback that only counts the number of explored nodes.
While testing something I noticed that ...
- 251
4
votes
3
answers
197
views
Is this ILP formulation for Group Closeness Centrality a column generation approach?
I want to solve the Group Closeness Centrality problem where the input is a graph $G=(V,E)$ and integer $k$ and we want to find a vertex set $S$ of size $k$ minimizing the total distance of the ...
2
votes
1
answer
42
views
Objective value estimate for branches I create in Cplex
I' implementing custom branching heuristics for Cplex in python. I have a way to choose a (binary) variable to branch on, so use the following code to create two branches from BranchCallback (...
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4
votes
0
answers
83
views
2
votes
0
answers
54
views
Where is the relative gap from cplexbilp?
I am invoking cplexbilp (CPLEX 12.9) from Matlab R2022a. I request all 4 return arguments:
...
- 193
2
votes
2
answers
223
views
Docplex : How can I get the objective value of the relaxation of an MILP?
I want to solve a relaxed version of a MILP; I am using docplex.mp.
I found LinearRelaxer in docplex.mp.relax_linear , however I keep getting this error message:
model model1: found 1 un-relaxable ...
- 377
2
votes
1
answer
284
views
Getting all active constraints of an LP from Cplex
I was wondering if it is possible to get the active constraints of a linear program from the Python API of Cplex? Or do I have to go through the constraints one by one and check if they bind with ...
- 251
1
vote
0
answers
171
views
How to make unconstrained variables non-negative (as in excel solver) in AMPL?
This is a sequencing problem.
I've got this variables
...
- 11
2
votes
0
answers
120
views
Defining a highly non-linear function of integer variables
I have a complicated non-linear objective function of positive integer variables subject to linear constraints:
$\mathop {Min}\limits_{\underline x} f(\underline x)$
s.t.
$A\underline x\leq \underline ...
2
votes
2
answers
274
views
How to model Max-Cut as ILP
I want to model Max-Cut in IBM's CPLEX, but I fail at modeling the objective function.
My attempt is to use is to sum the XOR of inclusion for vertices of each edge, as exactly then an edge is ...
- 131
-1
votes
1
answer
244
views
How to iterate a parameter set in docplex model?
The parameters are such as in the dataframe above. Can I iterate over this, and solve the model firstly for row 0 and then 1, ... etc.
- 307
3
votes
1
answer
113
views
cpu time in docplex
mdl.print_information()
sol = mdl.solve()
mdl.print_solution()
if sol is None:
print("Infeasible")
print(mdl.solve_details)
At the end of ...
- 307
5
votes
0
answers
122
views
Scale of largest CPLEX/Gurobi execution
I am trying to understand the CO2 emission of large scale optimization using CPLEX or Gurobi. Is there a published literature which addresses the compute usage of large scale executions?
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2
votes
1
answer
126
views
Coding some parameters with index zero in Julia
As part of our constraints, we have
\begin{align*}
&\sum_{i=1}^{I}c_ix_i\ge y, \\
&\sum_{i=1}^{I}c_{i-1}x_i\le y,
\end{align*}
where $y\ge0,x_i\in\{0,1\}, \forall i$.
I am trying to code ...
user9659
4
votes
0
answers
237
views
CPLEX Python: Current subproblem model in branch and bound
I have an MILP problem and use CPLEX (Python interface). I am working on user heuristics for branching in the branch-and-bound procedure. With HSCallback I managed to get the information about the ...
- 251
2
votes
3
answers
712
views
How to use condition in cplex?
I want to use conditions to my variable.
dvar boolean x[I][J][K][L]
dvar in h[i]
my code is
...
- 21
2
votes
1
answer
245
views
Strong branching
Within B&B when it comes to select variables to branch on, I can use the concept of "strong branching". The optimizer, in my case CPLEX, then performs branching on variables it selects.
...
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