CEC
2007
IEEE
14 years 4 months ago
2007
IEEE
In this paper a new class of hybridization strategies between GA and PSO is presented and validated. The Genetical Swarm Optimization (GSO) approach is presented here with respect ...
42
Voted
SGAI
2009
Springer
14 years 5 months ago
2009
Springer
PSO is a population-based technique for optimization, which simulates the social behavior of the fish schooling or bird flocking. Two significant weaknesses of this method are: fir...
GECCO
2009
Springer
2009
Springer
Black-box optimization benchmarking for noiseless function testbed using particle swarm optimization
14 years 5 months ago
This paper benchmarks the Particle Swarm Optimization (PSO) algorithm using the noise-free BBOB 2009 testbed. Categories and Subject Descriptors
EMO
2009
Springer
14 years 5 months ago
2009
Springer
Particle Swarm Optimization (PSO) has received increased attention in the optimization research community since its first appearance. Regarding multi-objective optimization, a con...
ICPR
2010
IEEE
14 years 5 months ago
2010
IEEE
—We present solutions to two problems that prevent the effective use of population-based algorithms in clustering problems. The first solution presents a new representation for ...
SWARM
2010
SPRINGER
14 years 5 months ago
2010
SPRINGER
Abstract. In this work we propose a different particle swarm optimization (PSO) algorithm that employs two key features of the conjugate gradient (CG) method. Namely, adaptive wei...
GECCO
2003
Springer
14 years 6 months ago
2003
Springer
Abstract. Particle swarm optimization (PSO) is a new evolutionary computation technique. Although PSO algorithm possesses many attractive properties, the methods of selecting inert...
GECCO
2003
Springer
14 years 6 months ago
2003
Springer
Charged particle swarm optimization (CPSO) is well suited to the dynamic search problem since inter-particle repulsion maintains population diversity and good tracking can be achie...
GECCO
2004
Springer
2004
Springer
Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems
14 years 6 months ago
Abstract. The optimization of a Fuzzy Cognitive Map model for the supervision and monitoring of the radiotherapy process is proposed. This is performed through the minimization of ...
GECCO
2004
Springer
14 years 6 months ago
2004
Springer
Abstract. Particle Swarm Optimization is gaining momentum as a simple and effective optimization technique. We present a new approach to PSO that significantly reduces the number...