Article ID Journal Published Year Pages File Type
381191 Engineering Applications of Artificial Intelligence 2010 17 Pages PDF
Abstract

A model of honey bee social foraging is introduced to create an algorithm that solves a class of dynamic resource allocation problems. We prove that if several such algorithms (“hives”) compete in the same problem domain, the strategy they use is a Nash equilibrium and an evolutionarily stable strategy. Moreover, for a single or multiple hives we prove that the allocation strategy is globally optimal. To illustrate the practical utility of the theoretical results and algorithm we show how it can solve a dynamic voltage allocation problem to achieve a maximum uniformly elevated temperature in an interconnected grid of temperature zones.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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