Darwin: Evolutionary Computation in Java

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Darwin 2: Java Framework for Evolutionary Computation (genetic algorithm, GA). A true framework with out-of-the-box functionality and extensibility of all classes. Interface-based pattern with dependency-injection to configure components.

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  • Unlimited extensibility of standard out-of-the-box genetic algorithm features
  • configuration by dependency injection
  • usage of function evaluators for varying numerical functions at run-time
  • transparent registration of MBeans for changing parameters at run-time
  • sexual and asexual reproduction with support for crossover, mutation, and all standard G.A. tools
  • very general support for generation timing with asynchronous environment changes
  • Swing or console GUI (or write your own)
  • many other features

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Additional Project Details



Intended Audience

Developers, Education, Healthcare Industry, Science/Research

User Interface

Console/Terminal, Java Swing

Programming Language



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