Title :
Honey Bee Social Foraging Algorithms for Resource Allocation, Part I: Algorithm and Theory
Author :
Quijano, Nicanor ; Passino, Kevin M.
Author_Institution :
Univ. de los Andes, Bogota
Abstract :
A model of honey bee social foraging is introduced to create an algorithm that solves a class of optimal resource allocation problems. We prove that if several such algorithms compete in the same problem domain, the strategy they use is a special type of evolutionarily stable strategy. Moreover, for a single or multiple hives we prove that an ideal free distribution is achieved, and that the allocation strategy is globally optimal. In the companion paper [Quijano, N., et al., 2007] we illustrate the practical utility of these results via a multizone temperature control experiment.
Keywords :
operations research; resource allocation; temperature control; honey bee social foraging algorithms; multizone temperature control; optimal resource allocation problems; Animals; Cities and towns; Differential equations; Electronic switching systems; Mathematical model; Optimal control; Profitability; Recruitment; Resource management; Temperature control;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282167