Jido.Evolve.Engine (Jido Evolve v1.0.0)

Core evolutionary algorithm engine.

Provides a stream-based interface for running evolutionary algorithms with pluggable strategies for fitness, mutation, selection, and crossover.

Summary

Perform a single evolution step.

Run an evolutionary algorithm with the given configuration.

@spec evolution_step(
  Jido.Evolve.State.t(),
  module(),
  module(),
  module(),
  module(),
  map()
) ::
  Jido.Evolve.State.t()

Perform a single evolution step.

@spec evolve([any()], Jido.Evolve.Config.t(), module()) :: Enumerable.t()

Run an evolutionary algorithm with the given configuration.

Returns a stream of Jido.Evolve.State structs representing each generation. The stream is lazy, so generations are only computed when consumed.

:mutation - Module implementing Jido.Evolve.Mutation (default from config)
:selection - Module implementing Jido.Evolve.Selection (default from config)
:crossover - Module implementing Jido.Evolve.Crossover (default from config)
:context - Context map passed to fitness evaluation