Solvers

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Exact method based solvers

  1. CPLEX commercial software
    1. OPL Studio course
    2. Introduction to ILOG CPLEX Optimization Studio
    3. Export a model using CPLEX to an LP file
  2. Gurobi commercial software
  3. Mosek commercial software
  4. LINGO commercial software
  5. Google OR-Tools, C++, source code
  6. GLPK, ANSI C, source code
  7. SCIP, C/C++,source code
  8. Lp_solve, C, source code

Heuristics

  1. HeuristicLab, C#, source code
    1. Graphical User Interface
    2. Algorithm Prototyping
    3. Evolutionary Algorithms
    4. Genetic Programming
    5. Data Analysis
    6. Simulation-based Optimization
    7. Experiment Design and Analysis
    8. Plugin-based Architecture

Optimization Modeling Language

  1. Pyomo
  2. GAMS: General Algebraic Modeling System
  3. AMPL: A Mathematical Programming Language

Course to learn mathematical model

  1. Linear Programming Tutorial provided by Gurobi
  2. Modeling examples provided by Gurobi

Tools

  1. Online Linear Optimization Solver
  2. SageMath
  3. GeoGebra Math Apps

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