Jenetics Scientific Libraries App


by Jenetics

Java Genetic Algorithm Library
Helps with: Scientific Libraries
Similar to: Bullet App ALPS project App Newton Dynamics App GNU Scientific Library App More...
Source Type: Open
License Types:
Supported OS:
Languages: Java

What is it all about?

Jenetics is designed with a clear separation of the several concepts of the algorithm, e.g. Gene, Chromosome, Genotype, Phenotype, Population and fitness Function. Jenetics allows you to minimize and maximize the given fitness function without tweaking it. In contrast to other GA implementations, the library uses the concept of an evolution stream (EvolutionStream) for executing the evolution steps.

Key Features

Frictionless minimization No need to tweak the fitness function for minimization problems. Just change the configuration of the evolution Engine. Plugable PRNG Easy changeable PRNG (RandomRegistry). No special PRNG interface; the standard Java Random engine allows the use of existing random generators. Parallel processing support Processing of the evolutionary steps can be executed in parallel! Dependency free No runtime dependencies to Third Party libraries! No mismatch and class loading problems with other libraries. Java 8 ready Fully support of Java 8 Streams and Lambdas! Fully documented Complete Documentation and User guide available, including documentation of selected implementation details.


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