A Hybrid Generalized Reduced Gradient-Based Particle Swarm Optimizer for Constrained Engineering Optimization Problems

A Hybrid Generalized Reduced Gradient-Based Particle Swarm Optimizer for Constrained Engineering Optimization Problems

A hybrid algorithm is presented that combines strong points of Particle Swarm Optimization (PSO) and Generalized Reduced Gradient (GRG) algorithm to keep a good compromise between exploration and exploitation. The hybrid PSO-GRG quickly approximates the optimum solution using PSO as a global search...

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Bibliographic Details
Main Authors: Hesam Varaee, Naser Safaeian Hamzehkolaei, Mahsa Safari
Format: Article
Language:English
Published: Pouyan Press 2021-04-01
Series:Journal of Soft Computing in Civil Engineering
Subjects:
hybrid global-local search engine
particle swarm optimization (pso)
generalized reduced gradient (grg) algorithm
k-nearest neighbors (k-nn) algorithm
purely uniform distributed swarm
Online Access:http://www.jsoftcivil.com/article_133423_56bc12f498d3ee4f3bf36a86e367074c.pdf

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http://www.jsoftcivil.com/article_133423_56bc12f498d3ee4f3bf36a86e367074c.pdf

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