EPSO: Evolutionary Particle Swarms (CROSBI ID 34428)
Prilog u knjizi | izvorni znanstveni rad
Podaci o odgovornosti
Miranda, Vladimiro ; Keko, Hrvoje ; Jaramillo Duque, Alvaro
engleski
EPSO: Evolutionary Particle Swarms
This chapter presents EPSO (Evolutionary Particle Swarm Optimization), as an evolutionary meta-heuristic that implements a scheme of self-adaptive recombination, borrowing the movement rule from PSO (Particle Swarm Optimization). Besides the basic model, it discusses a Stochastic Star topology for the communication among particles and presents a variant called differential EPSO or dEPSO. The chapter presents results in a didactic Unit Commitment/Generator Scheduling Power System problem and results of a competition among algorithms in an intelligent agent platform for Energy Re-tail Market simulation where EPSO comes out as the winner algorithm.
evolutionary, particle, swarm, algorithms
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Podaci o prilogu
139-169-x.
objavljeno
Podaci o knjizi
Advances in Evolutionary Computing for System Design Series: Studies in Computational Intelligence , Vol. 66
Jain, Lakhmi C. ; Palade, Vasile ; Srinivasan, Dipti
New York (NY): Springer
2007.
978-3-540-72376-9