Algorithms_MathModels is a large MATLAB collection of algorithms and solved examples targeted at students and teams preparing for mathematical modeling competitions (national and international contests like MCM/ICM). The repository gathers implementations and case studies across many topics commonly used in contest solutions: optimization (linear, integer, goal and nonlinear programming), heuristic and metaheuristic methods (simulated annealing, genetic algorithms, immune algorithms), neural networks and time-series methods, interpolation and regression, graph theory, cellular automata, grey systems, fuzzy models, partial/ordinary differential equations, and multivariate analysis, among others. The codebase is organized into topic folders (e.g., HeuristicAlgorithm, IntegerProgramming, NeuralNetwork, TimeSeries) and includes dozens of worked examples and links to textbook/source materials that the author used to assemble the collection.

Features

  • Implementation of heuristic / metaheuristic algorithms (e.g. genetic, simulated annealing)
  • Optimization algorithms (linear, integer, nonlinear)
  • Graph theory and network modeling modules
  • Grey system theory / fuzzy system modules
  • LaTeX / report templates for contest deliverables
  • Archive of contest problems and reference solutions

Project Samples

Project Activity

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Categories

Mathematics

License

MIT License

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Additional Project Details

Operating Systems

Linux, Windows

Programming Language

MATLAB

Related Categories

MATLAB Mathematics Software

Registered

4 days ago