Work

A Modified PSO Algorithm for Constrained Multi-objective Optimization

Year: 2009

Type: conference-paper

Abstract: This paper presents a modified PSO algorithm for solving constrained multi-objective optimization problems. Based on the constraint dominance concept, the proposed approach defines two sets of selection rules for determining the cognitive and social components of the PSO algorithm. The simulation results to the four constrained multi-objective optimization problems demonstrate the proposed approach is able to find Pareto-optimal solutions effectively.

Source: International Conference on Network and System Security (NSS)

DOI: 10.1109/nss.2009.72

Authors: Lily D. Li, Xinghuo Yu, Xiaodong Li, William Guo

Institutions: Central Queensland University, RMIT University

Language: English

Topic: Advanced Multi-Objective Optimization Algorithms

Subfield: Computational Theory and Mathematics

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W2137475688

FWCI: 1.542

Cites: 15

Cited by: 13

Related to: 10