Titlebook: Evolutionary Multi-Agent Systems; From Inspirations to Aleksander Byrski,Marek Kisiel-Dorohinicki Book 2017 Springer International Publishi

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Formal Aspects of Agent-Based Metaheuristicssearch problems (see, e.g. [44–47, 92, 263] to point out a few). However, in order to make sure that such a complex tool may be useful, both formal analysis and experimental verification should be conducted.

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EMAS in Optimization Problemsthe examined metaheuristic works when applied to different well-known problems. That is why several well-known benchmark functions are considered in the following experimental study (Digalakis and Margaritis, Int J Comput Math 79(4):403–416, 2002, [82]). In order to obtain plausible results, the sys

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Tuning of EMAS Parametersthe exact features of the most important mechanism of EMAS, i.e. the distributed selection based on existence of non-renewable resource. Such experiments could help to understand it and tune the computation based on this knowledge. The problem is not trivial, because EMAS, similar to other metaheuri

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