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Evolutionary Multi-Agent Systems: An Adaptive and Dynamic Approach to Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper explores the ability of a virtual team of specialized strategic software agents to cooperate and evolve to adaptively search an optimization design space. Our goal is to demonstrate ...
Search Strategies in Evolutionary Multi-Agent Systems: The Effect of Cooperation and Reward on Solution Quality
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Cooperation and reward of strategic agents in an evolutionary optimization framework is explored in order to better solve engineering design problems. Agents in this Evolutionary Multi-Agent Systems ...
Protocol-Based Multi-Agent Systems: Examining the Effect of Diversity, Dynamism, and Cooperation in Heuristic Optimization Approaches
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Many heuristic optimization approaches have been developed to combat the ever-increasing complexity of engineering problems. In general, these approaches can be classified based on the diversity ...
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