نتایج جستجو برای: flexible job shop scheduling local search makespan meta heuristics teaching

تعداد نتایج: 1335570  

Journal: :Complex & Intelligent Systems 2021

Abstract Different with the plain flexible job-shop scheduling problem (FJSP), FJSP routing flexibility is more complex and it can be deemed as integrated process planning (job shop) (IPPS) problem, where job shop two important functions are considered a whole optimized simultaneously to utilize in manufacturing system. Although, many novel meta-heuristics have been introduced address this corr...

2007
Jitti Jungwattanakit Manop Reodecha Paveena Chaovalitwongse Frank Werner

A flexible flow shop problem can be considered as a generalization of a pure flow shop problem in which the jobs have to go through the stages in the same order. We consider a flexible flow shop problem with unrelated machines and setup times, where the processing times depend on the chosen machine and setup times are sequence-dependent. While for classical problems the processing times for eac...

2013
Karin Thörnblad

The major theme of this thesis is the mathematical optimization modelling of the flexible job shop scheduling problem. This problem is present in the so-called multitask cell—a production cell at GKN Aerospace’s facility located in Trollhättan, Sweden—which has served as a case study during the work with this thesis. The thesis consists of two parts, of which the first considers the major theme...

Journal: :INFORMS Journal on Computing 1996
Rob J. M. Vaessens Emile H. L. Aarts Jan Karel Lenstra

We survey solution methods for the job shop scheduling problem with an emphasis on local search. Both deterministic and randomized local search methods as well as the proposed neighborhoods are discussed. We compare the computational performance of the various methods in terms of their eeectiveness and eeciency on a standard set of problem instances. In the job shop scheduling problem we are gi...

2013
Zhanbin Wu Jatinder N. D. Gupta

We consider the NP-hard no-wait flowshop scheduling problem with sequence-dependent setup times to minimize makespan. We propose a hybrid heuristic which combines the iterated greedy process with local search method based on a block swap operator. Experimental results show that the proposed heuristic is comparatively more effective than the existing metaheuristics.

2004
Meriem Ennigrou Khaled Ghédira

This paper proposes a Multi-agent approach based on a tabu search method for solving the flexible Job Shop scheduling problem. The characteristic of the latter problem is that one or several machines can process one operation so that its processing time depends on the machine used. Such a generalization of the classical problem makes it more and more difficult to solve. The objective is to mini...

2010
Zhi-Jie Chen Chiuh-Cheng Chyu

Makespan and cost minimization are two important factors in project investment. This paper considers a multi-mode resource-constrained project scheduling problem with the objective of minimizing costs, subject to a deadline constraint. A number of studies have focused on minimizing makespan or resource availability cost with a specified deadline. This problem assumes a fixed cost for the availa...

2014
Jian Xiong Xu Tan Ke-wei Yang Li-ning Xing Ying-wu Chen

This paper addresses multiobjective flexible job-shop scheduling problem FJSP with three simultaneously considered objectives: minimizing makespan, minimizing total workload, and minimizing maximal workload. A hybrid multiobjective evolutionary approach H-MOEA is developed to solve the problem. According to the characteristic of FJSP, a modified crowding distance measure is introduced to mainta...

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