DocumentCode
2305858
Title
Heuristic local search for fuzzy open shop scheduling
Author
Gonzalez-Rodriguez, I. ; Palacios, Juan José ; Vela, Camino R. ; Puente, Jorge
Author_Institution
Dept. of Math., Univ. of Cantabria, Santander, Spain
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
8
Abstract
We consider the fuzzy open shop scheduling problem, where task durations are assumed to be ill-known and modelled as triangular fuzzy numbers. We propose a neighbourhood structure for local search procedures, based on reversing critical arcs in the associated disjunctive graph. We provide a thorough theoretical study of the structure and, in particular, prove that feasibility and asymptotic convergence hold. We further illustrate its good behaviour with experimental results obtained by incorporating the local search procedure to an existing genetic algorithm from the literature and provide a new benchmark of problem instances.
Keywords
fuzzy set theory; genetic algorithms; graph theory; job shop scheduling; search problems; associated disjunctive graph; asymptotic convergence; fuzzy open shop scheduling; genetic algorithm; heuristic method; local search; triangular fuzzy number; Approximation methods; Electronic mail; Job shop scheduling; Maintenance engineering; Schedules; Search problems; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location
Barcelona
ISSN
1098-7584
Print_ISBN
978-1-4244-6919-2
Type
conf
DOI
10.1109/FUZZY.2010.5584235
Filename
5584235
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