%0 Conference Proceedings
%T Solving an Integration Process Planning and Scheduling in a Flexible Job Shop Using a Hybrid Approach
%+ Manufacturing engineering laboratory of Tlemcen (MELT)
%+ Laboratoire des Sciences du Numérique de Nantes (LS2N)
%+ Department of Industrial Engineering
%A Keddari, Nassima
%A Mebarki, Nasser
%A Shahzad, Atif
%A Sari, Zaki
%Z Part 5: Planning and Scheduling
%< avec comité de lecture
%( IFIP Advances in Information and Communication Technology
%B 6th IFIP International Conference on Computational Intelligence and Its Applications (CIIA)
%C Oran, Algeria
%Y Abdelmalek Amine
%Y Malek Mouhoub
%Y Otmane Ait Mohamed
%Y Bachir Djebbar
%I Springer International Publishing
%3 Computational Intelligence and Its Applications
%V AICT-522
%P 387-398
%8 2018-05-08
%D 2018
%R 10.1007/978-3-319-89743-1_34
%K Metaheuristics
%K Shifting bottleneck heuristic
%K Tabu search
%K Kangaroo algorithm
%K Scheduling
%K Process planning
%K Integration
%Z Computer Science [cs]Conference papers
%X Traditionally, process planning and scheduling functions are performed sequentially, where scheduling is implemented after process plans has been generated. Recent research works have shown that the integration of these two manufacturing system functions can significantly improve scheduling objectives. In this paper, we present a new hybrid method that integrates the two functions in order to minimize the makespan. This method is made up of a Shifting Bottleneck Heuristic as a starting solution, Tabu Search (TS) and the Kangaroo Algorithm metaheuristics as a global search. The performance of this newly hybrid method has been evaluated and compared with an integrated approach based on a Genetic Algorithm. Thereby, the characteristics and merits of the proposed method are highlighted.
%G English
%Z TC 5
%2 https://inria.hal.science/hal-01913923/document
%2 https://inria.hal.science/hal-01913923/file/467079_1_En_34_Chapter.pdf
%L hal-01913923
%U https://inria.hal.science/hal-01913923
%~ UNIV-NANTES
%~ INSTITUT-TELECOM
%~ CNRS
%~ EC-NANTES
%~ UNAM
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-AICT
%~ IFIP-TC
%~ IFIP-TC5
%~ LS2N
%~ LS2N-PSI
%~ IFIP-CIIA
%~ IFIP-AICT-522
%~ INSTITUTS-TELECOM
%~ NANTES-UNIVERSITE
%~ UNIV-NANTES-AV2022
%~ NU-CENTRALE