Enhancing Population-based Search with Active Inference

This paper proposes the integration of Active Inference into traditional population-based metaheuristics to enhance their performance through anticipatory environmental adaptation. Specifically, it demonstrates this approach using Ant Colony Optimization on the Travelling Salesman Problem, showing improved solutions with minimal computational cost increase.