Title of article :
Honey bee social foraging algorithms for resource allocation: Theory and application
Author/Authors :
Quijano، نويسنده , , Nicanor and Passino، نويسنده , , Kevin M.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2010
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.
Keywords :
Ideal Free Distribution , Evolutionarily stable strategy , Honey bee social foraging , dynamic resource allocation , Temperature Control
Journal title :
Engineering Applications of Artificial Intelligence
Journal title :
Engineering Applications of Artificial Intelligence