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Control and Cybernetics

Tytuł artykułu

Linear programming & metaheuristic approach for scheduling in the hybrid flowshop with resource constraints

Autorzy Figielska, E. 
Treść / Zawartość
Warianty tytułu
Języki publikacji EN
EN This paper deals with the problem of preemptive scheduling in a two-stage flowshop with parallel unrelated machines and additional renewable resources. The objective is the minimization of makespan. The problem is NP-hard. Heuristic algorithms are proposed which join the linear programming based procedures with metaheuristic algorithms: genetic, simulated annealing and tabu search algorithm. The performance of the proposed algorithms is experimentally evaluated by comparing the solutions with a lower bound on the optimal makespan. Results of a computational experiment show that these algorithms are able to produce good solutions in short computation time and that the metaheuristics significantly improve the results for the most difficult problems.
Słowa kluczowe
EN flowshop   parallel machines   resource constraints   heuristics   linear programming   genetic algorithms   simulated annealing   tabu search  
Wydawca Systems Research Institute, Polish Academy of Sciences
Czasopismo Control and Cybernetics
Rocznik 2011
Tom Vol. 40, no 4
Strony 1209--1230
Opis fizyczny Bibliogr. 34 poz., wykr.
autor Figielska, E.
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