EvoToolkit is a Python library that leverages Large Language Models (LLMs) to evolve solutions for optimization problems. It combines the power of evolutionary algorithms with LLM-based solution ...
Abstract: This paper investigates distributed constrained optimization over directed networks, where multiple agents collaborate to minimize the sum of local convex cost functions subject to ...
Abstract: Swarm systems require effective decision-making for timely action coordination. The pursuit-containment task, in particular, highlights the necessity of both intra-swarm co-operation and ...
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