ECF is a framework intended for application of any type of evolutionary computation (GA/GP, DE, Clonalg, ES, PSO, ABC, GAn, local search...). It offers simplicity for the end-user (parameterless usage, tutorial) and customization for experienced EC practicioners.

Features

  • plug and play components: genotypes, algorithms, genetic operators
  • tutorial example for each supported genotype
  • seamless integration of genotypes, genotype independent algorithms
  • high-level algorithm description
  • checkpointing, repeated runs, configurable termination criteria
  • parallel execution with MPI

Project Samples

GP Space Flight example GP Artificial Ant example

Project Activity

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Categories

Genetic Algorithms, Frameworks, Artificial Intelligence

License

MIT License

Follow Evolutionary Computation Framework

Evolutionary Computation Framework Web Site

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Additional Project Details

Intended Audience

Advanced End Users, Developers, Engineering, Information Technology, Science/Research

Programming Language

C++

Related Categories

C++ Genetic Algorithms, C++ Frameworks, C++ Artificial Intelligence Software

Registered

2011-10-06
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