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Chapter 10. Evolutionary algorithms

10.1. Overview
10.2. Evolutionary Strategies
10.3. Genetic Algorithms

Evolutionary algorithms work on a population of solutions and evolve that population.

This algorithm has not been implemented yet.

This algorithm has not been implemented yet.


A good Genetic Algorithms prototype in OptaPlanner has been written, but it wasn't practical to merge and support at the time. The results of Genetic Algorithms were consistently and seriously inferior to all the Local Search variants (except Hill Climbing) on all use cases tried. Nevertheless, a future version of OptaPlanner will add support for Genetic Algorithms, so you can easily benchmark genetic algorithms on your use case too.