… regarding the candidate solution. In this paper, a new approach to initialize population is … distribution to generate numbers at random locations for swarminitialization. The proposed …
X Zhang, Q Lin - Information Sciences, 2022 - Elsevier
… It is necessary to develop a new or improved learning strategy for PSO to solve its defects. … The time computational costs of the canonical PSO include the population initializing, velocity …
… The proposed method is characterized by dividing the swarm … the algorithm begins by initializing a population of N particles… newsolution-space regions that might contain the global …
… globaloptimization with the ParticleSwarmOptimization (PSO) technique in the literature of Swarm … In this work, he used a newinitializationtechnique called population monitored for …
Q Zhao, C Li - IEEE Access, 2020 - ieeexplore.ieee.org
… presents a new two-stage multi-swarmparticleswarmoptimizer (TMPSO), which employs the multi-swarmmethod and … To initializeparticleswarm and set parameters for i=1:iterMax …
… ParticleSwarmOptimization (GEPSO) algorithm as a new version of the PSO algorithm for continuous space optimization, … : the number of swarmparticles, their initialization, the set of …
… initializationmethod … initializationmethod. For more details about the S-shaped and V-shaped transfer functions, please refer to [54]. In this paper, we construct the initializationmethod …
… a new hybrid algorithm employing SSA and PSO to benefit from their exploitation and exploration. Furthermore, the proposed method … in the literature the velocity initialization is a most …
EH Houssein, AG Gad, K Hussain… - Swarm and Evolutionary …, 2021 - Elsevier
… impetus and new directions to research in particleswarms, along with some important new … Similarly to position initialization, each particle’s velocity v i can be initialized as(3) v i t = ( v i …