Multi-objective fuzzy disassembly line balancing using a hybrid discrete artificial bee colony algorithm

This paper presents a fuzzy extension of the disassembly line balancing problem (DLBP) with fuzzy task processing times since uncertainty is the main character of real-world disassembly systems. The processing times of tasks are formulated by triangular fuzzy membership functions. The balance measur...

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Vydané v:Journal of manufacturing systems Ročník 37; s. 672 - 682
Hlavní autori: Kalayci, Can B., Hancilar, Arif, Gungor, Askiner, Gupta, Surendra M.
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Elsevier Ltd 01.10.2015
Predmet:
Artificial bee colony
Combinatorial optimization
Fuzzy disassembly line balancing
Metaheuristics
Variable neighborhood search
Fuzzy disassembly line balancing
Artificial bee colony
Combinatorial optimization
Metaheuristics
Variable neighborhood search
ISSN:0278-6125, 1878-6642
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Shrnutí:This paper presents a fuzzy extension of the disassembly line balancing problem (DLBP) with fuzzy task processing times since uncertainty is the main character of real-world disassembly systems. The processing times of tasks are formulated by triangular fuzzy membership functions. The balance measure function is modified according to fuzzy characteristics of the disassembly line. A hybrid discrete artificial bee colony algorithm is proposed to solve the problem whose performance is studied over a well-known test problem taken from open literature and over a new data set introduced in this study. Furthermore, the influence of the fuzziness on the computational complexity of HDABC is evaluated and the solution quality of the proposed algorithm is compared against discrete and traditional versions of the artificial bee colony algorithm. Computational comparisons demonstrate the superiority of the proposed algorithm.
ISSN:0278-6125
1878-6642
DOI:10.1016/j.jmsy.2014.11.015