PlatEMO

Evolutionary multi-objective optimization platform. PlatEMO consists of a number of MATLAB functions without using any other libraries. Any machines able to run MATLAB can use PlatEMO regardless of the operating system. PlatEMO includes more than ninety existing popular MOEAs, including genetic algorithm, differential evolution, particle swarm optimization, memetic algorithm, estimation of distribution algorithm, and surrogate model-based algorithm. Most of them are representative algorithms published in top journals after 2010. Users can select various figures to be displayed, including the Pareto front of the result, the Pareto set of the result, the true Pareto front, and the evolutionary trajectories of any performance indicator values. PlatEMO provides a powerful and friendly GUI, where users can configure all the settings and perform experiments in parallel via the GUI without writing any code.

Features

200+ open source evolutionary algorithms
400+ open source benchmark problems
Powerful GUI for performing experiments in parallel
Generating results in the format of Excel or LaTeX table by one-click operation
Documentation available
State-of-the-art algorithms will be included continuously

Project Samples

Project Activity

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License

MIT License

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PlatEMO Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

MATLAB

Related Categories

MATLAB Algorithms

Registered

2024-10-10

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