eprintid: 4323
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/43/23
datestamp: 2023-11-09 16:15:59
lastmod: 2023-11-09 16:15:59
status_changed: 2023-11-09 15:58:11
type: book
metadata_visibility: show
creators_name: Ganesan, T.
creators_name: Elamvazuthi, I.
creators_name: KuShaari, K.Z.
creators_name: Vasant, P.
title: Meta-heuristic structure for multiobjective optimization case study: Green sand mould system
ispublished: pub
keywords: Heuristic algorithms; Heuristic methods; Molds; Multiobjective optimization; Particle swarm optimization (PSO); Quality control; Structural optimization, Comparative analysis; Engineering optimization; Green sand mould systems; Meta heuristic algorithm; Multiple solutions; Performance metrics; Real-world problem; Weighted sum method, Optimization
note: cited By 1
abstract: In engineering optimization, one often encounters scenarios that are multiobjective (MO) where each of the objectives covers different aspects of the problem. It is hence critical for the engineer to have multiple solution choices before selecting of the best solution. In this chapter, an approach that merges meta-heuristic algorithms with the weighted sum method is introduced. Analysis on the solution set produced by these algorithms is carried out using performance metrics. By these procedures, a novel chaos-based metaheuristic algorithm, the Chaotic Particle Swarm (Ch-PSO) is developed. This method is then used generate highly diverse and optimal solutions to the green sand mould system which is a real-world problem. Some comparative analyses are then carried out with the algorithms developed and employed in this work. Analysis on the performance as well as the quality of the solutions produced by the algorithms is presented in this chapter. © 2014 by IGI Global. All rights reserved.
date: 2014
publisher: IGI Global
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946140996&doi=10.4018%2f978-1-4666-5836-3.ch003&partnerID=40&md5=be61758d0e2e53d9e4823ccbd6c705fc
id_number: 10.4018/978-1-4666-5836-3.ch003
full_text_status: none
publication: Smart Manufacturing Innovation and Transformation: Interconnection and Intelligence
pagerange: 38-58
refereed: TRUE
isbn: 9781466658370; 1466658363; 9781466658363
citation:   Ganesan, T. and Elamvazuthi, I. and KuShaari, K.Z. and Vasant, P.  (2014) Meta-heuristic structure for multiobjective optimization case study: Green sand mould system.     IGI Global, pp. 38-58.  ISBN 9781466658370; 1466658363; 9781466658363