eprintid: 487
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/04/87
datestamp: 2023-11-09 15:16:07
lastmod: 2023-11-09 15:16:07
status_changed: 2023-11-09 15:14:40
type: article
metadata_visibility: show
creators_name: Jiménez, F.
creators_name: Sánchez, G.
creators_name: Vasant, P.
creators_name: Verdegay, J.L.
title: Fuzzy optimization via multi-objective evolutionary computation for chocolate manufacturing
ispublished: pub
note: cited By 3
abstract: This chapter outlines, first, a real-world industrial problem for product mix selection involving 8 variables and 21 constraints with fuzzy coefficients and, second, a multi-objective optimization approach to solve the problem. This problem occurs in production planning in which a decision maker plays a pivotal role in making decisions under a fuzzy environment. Decision maker should be aware of his/her level-of-satisfaction as well as degree of fuzziness while making the product mix decision. Thus, the authors have analyzed using a modified S-curve membership function for the fuzziness patterns and fuzzy sensitivity of the solution found from the multi-objective optimization methodology. An ad hoc Pareto-based multi-objective evolutionary algorithm is proposed to capture multiple nondominated solutions in a single run of the algorithm. Results obtained have been compared with the well-known multi-objective evolutionary algorithm NSGA-II. © Springer Science + Business Media, LLC 2008.
date: 2008
publisher: Springer International Publishing
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84976463510&doi=10.1007%2f978-0-387-76813-7_20&partnerID=40&md5=5e56809f2714715625edf5d2fdd156e2
id_number: 10.1007/978-0-387-76813-7₂₀
full_text_status: none
publication: Springer Optimization and Its Applications
volume: 16
pagerange: 523-537
refereed: TRUE
issn: 19316828
citation:   Jiménez, F. and Sánchez, G. and Vasant, P. and Verdegay, J.L.  (2008) Fuzzy optimization via multi-objective evolutionary computation for chocolate manufacturing.  Springer Optimization and Its Applications, 16.  pp. 523-537.  ISSN 19316828