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ai beta version 0.1.0 hex unreleased package jido_evolve elixir ~> 1.18

Jido Evolve

Evolutionary optimization toolkit for Elixir with pluggable fitness pipelines

Beta support. Public iteration with faster feedback loops before final release shape settles.

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AT A GLANCE

Pluggable evolutionary loops for arbitrary Elixir data structures
Configurable mutation, crossover, and generation controls
Fitness behavior abstraction for domain-specific scoring
Example pipelines including knapsack and traveling-salesman style demos

DEEP DIVE

Overview

Jido Evolve provides evolutionary algorithm primitives for exploring search spaces where closed-form optimization is impractical.

Purpose

Jido Evolve gives the ecosystem an optimization layer that can be combined with agent planning and evaluation workflows.

Major Components

Evolution Engine

Coordinates populations, selection, mutation, crossover, and generation transitions.

Fitness Behaviors

Lets applications define custom evaluation functions for domain-specific goals.

Config and Examples

Provides reusable configuration patterns and runnable demos for common optimization tasks.