OpenEvolve
Island-model MAP-Elites evolutionary search with diff mutation (the open AlphaEvolve).
name: openevolve
display_name: OpenEvolve
organization: "OpenEvolve"
type: test_time_search
summary: "Island-model MAP-Elites evolutionary search with diff mutation (the open AlphaEvolve)."
source: "OpenEvolve (open implementation of AlphaEvolve, Google DeepMind)"
tags: [map-elites, islands, diff-evolution, quality-diversity]
license: Apache-2.0
controller: galapagos.scaffolds.openevolve.scaffold.OpenEvolveScaffold
components:
population: {kind: map_elites_islands}
selection_policy: {kind: three_tier_explore_exploit}
prompt_builder: {kind: openevolve_template}
proposer: {kind: diff}
evaluator: {kind: task}
memory: {kind: none}