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CPLEX.jl is an unofficial interface to the IBM® ILOG® CPLEX® OptimizationStudio. Itprovides an interface to the low-level C API, as well as an implementation ofthe solver-independent MathProgBaseand MathOptInterface API's.

You cannot use CPLEX.jl without having purchased and installed a copy of CPLEXOptimization Studio from IBM. This package is availablefree of charge and in no way replaces or alters any functionality of IBM's CPLEXOptimization Studio product.

Note: This wrapper is maintained by the JuliaOpt community and is notofficially supported by IBM. If you are a commercial customer interested inofficial support for CPLEX in Julia, let them know!.

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More details in CPLEX Is Free For Students (And Academics) 2.5. Optimization, Data Science, and Machine Learning Leverages Python and Mathematical Optimization. Downloading the CPLEX 8.0 Student Edition for Windows users new to AMPL For a quick start if you haven't yet acquired either AMPL or CPLEX, start by downloading chapter 1 of the AMPL book.Then download the command-line AMPL zip archive file. Download IBM CPLEX for free. Posted on October 9, 2016 by leandrocc. IBM CPLEX Studio has been free for faculty members for a while, and IBM offers not only CPLEX but.

Setting up CPLEX on OS X and Linux

NOTE: CPLEX does not officially support linking to their dynamic C library, which is necessary for use from Julia. However, the steps outlined below have worked for OS-X, Windows, and Linux machines.

  1. First, you must obtain a copy of the CPLEX software and a license; trial versions and academic licenses are available here.

  2. Once CPLEX is installed on your machine, point the LD_LIBRARY_PATH variable to the directory containing the CPLEX library by adding, for example, export LD_LIBRARY_PATH='/path/to/cplex/bin/x86-64_linux':$LD_LIBRARY_PATH to your start-up file (e.g. .bash_profile, [adding library path on Ubuntu](http://stackoverflow.com/questions/13428910/how-to-set-the-environmental-variable-ld-library-path-in-linux for a)). On linux, make sure this directory contains libcplexXXX.so where XXX is stands for the version number; on OS-X the file should be named libcplexXXX.dylib. Alternatively, you can also use the CPLEX_STUDIO_BINARIES environment variable as follows:

  1. At the Julia prompt, run

(or manually clone this module to your .julia directory).

  1. Check that your version is included in deps/build.jl in the aliases for the library dependency; if not, open an issue.

Note for windows

Currently, CPLEX.jl is compatible only with 64-bit CPLEX and 64-bit Julia on Windows. CPLEX.jl attempts to automatically find the CPLEX library based on the CPLEX_STUDIO_BINARIESXXX environmental variable set by the CPLEX installer where XXX is the CPLEX version. For example:

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Help! I got LoadError: Unable to locate CPLEX installation

Which version of CPLEX are you trying to install? Currently, CPLEX.jl only supports 1280 and 1290 given recent changes the API. If your CPLEX version is < 1280, you can add the last supported version of CPLEX.jl via julia> ] add CPLEX@0.4. However, we recommend that you upgrade your version of CPLEX. If you want to support newer versions of CPLEX not listed above, file an issue with the version number you'd like to support. Some steps need to be taken (like checking for new or renamed parameters) before CPLEX.jl can support new versions.

If you're on OS X or Linux

The most common problem is not setting LD_LIBRARY_PATH correctly. Open a terminal and check the output of

is the path to the CPLEX installation. If it's not, did you follow step 2 above?

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Hint: on OS X the path should probably be something like/Users/[username]/Applications/IBM/ILOG/CPLEX_Studio[version number]/cplex/bin/x86-64_osx/

If you're on Linux

The most common problem is not setting CPLEX_STUDIO_BINARIES correctly. Open a Julia prompt and check that the output of

is the path to the CPLEX installation. If you get a key 'CPLEX_STUDIO_BINARIES' not found error, make sure the environment variable is set correctly, or just set it from within the Julia prompt

Another alternative is to run

If you're on Windows

The environment variable needs to be CPLEX_STUDIO_BINARIESXXX where XXX is the version of CPLEX.

Parameters

Solver parameters can be passed through the CplexSolver() object, e.g., CplexSolver(CPX_PARAM_EPINT=1e-8). Parameters match those of the CPLEX documentation. Additionally, the mipstart_effortlevel parameter can be used to tell CPLEX how much effort to put into turning warmstarts into feasible solutions, with possible values CPLEX.CPX_MIPSTART_AUTO, CPLEX.CPX_MIPSTART_CHECKFEAS, CPLEX.CPX_MIPSTART_SOLVEFIXED, CPLEX.CPX_MIPSTART_SOLVEMIP, CPLEX.CPX_MIPSTART_REPAIR, and CPLEX.CPX_MIPSTART_NOCHECK.