Overview
Extracted from the local paper documentation when available.
We propose integrating Active Inference into population-based metaheuristics to enhance performance through anticipatory environmental adaptation. Demonstrated with Ant Colony Optimization (ACO) on the Travelling Salesman Problem (TSP), experimental results indicate Active Inference yields improved solutions with marginal increase in computational cost, with performance patterns relating to graph...
population searchActive InferenceAnt Colony OptimizationTSPmetaheuristicsanticipatory adaptationcomputational optimization
Use Notes
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Citation
Plain-text citation for quick reuse.
Friedman, Daniel Ari. 2024. Enhancing Population-based Search with Active Inference. ArXiv. DOI: 10.48550/arXiv.2408.09548. URL: https://doi.org/10.48550/arXiv.2408.09548.
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