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
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;
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584235