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Centralized scheduling, decentralized scheduling or demand scheduling? How to more effectively allocate and recycle shared takeout lunch boxes. [PDF]
PLoS OneBai Y, Liu D, Ma J.
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A genetic algorithm for the Flexible Job-shop Scheduling Problem
Computers & Operations Research, 2008In this paper a genetic algorithm for the flexible job-shop scheduling problem is presented. Given are a set of machines and a set of jobs consisting of operations which have to be sequenced in a fixed order. Each operation can be processed by a subset of the machines and its processing time depends on the assigned machine.
Pezzella, F. +2 more
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The generalized flexible job shop scheduling problem
Computers & Industrial Engineering, 2021Abstract In this work, we introduce a generalized flexible job-shop scheduling problem in which, besides the classical constraints of the flexible job shop scheduling problem other hard constraints such as machine capacity, time lags, holding times, and sequence-dependent setup times are taken into account.
Vincent Boyer +3 more
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Approximation Algorithms for Flexible Job Shop Problems
International Journal of Foundations of Computer Science, 2000The Flexible Job Shop problem is a generalization of the classical job shop scheduling problem in which for every operation there is a group of machines that can process it. The problem is to assign operations to machines and to order the operations on the machines so that the operations can be processed in the smallest amount of time.
Jansen, Klaus +2 more
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Flexible Job-Shop Scheduling Problems
2003The Job-shop Scheduling Problem (JSP) is one of hardest problems; it is classified NP-complete (Carlier & Chretienne, 1988; Garey & Johnson, 1979). In the most part of cases, the combination of goals and resources can exponentially increase the problem complexity, because we have a very large search space and precedence constraints between ...
Kacem, Imed +2 more
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Scheduling complex flexible job shop problems
Proceedings 1995 INRIA/IEEE Symposium on Emerging Technologies and Factory Automation. ETFA'95, 2002We are developing for some years scheduling softwares for chemical industry. These softwares (developed on C++) are based on heuristics combined with optimisation methods. Our aim is to design a general methodology to cope with a large class of flexible job shop problems.
H. El Maqrini, J. Teghem
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Flexible job‐shop scheduling problem by genetic algorithm
Electrical Engineering in Japan, 2009AbstractThe Flexible Job‐shop Scheduling Problem is an expansion of the traditional Job‐shop Scheduling Problem in which an operation can be processed by one or more machines. The purpose of this problem is to look for the smallest makespan. For that purpose, it is necessary to decide the optimal assignment of machines to operations and the order of ...
Kenichi Ida, Kensaku Oka
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Researches on Flexible Job-Shop Scheduling Problem
2009 Fifth International Conference on Natural Computation, 2009Evolutionary algorithms (EAs) prove to be powerful in solving combinatorial optimization problems. A symbiotic evolutionary algorithm is applied to deal with complex job-shop scheduling problem (JSP). An efficient crossover, Merge and Split Recombination crossover (MSX) which always produces feasible offspring and enhances population diversity and ...
Zhaofeng Su, Hongze Qiu
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Minimizing Tardiness in Stochastic Flexible Job Shop Problem
2021In this paper, Flexible Job Shop Scheduling Problem (FJSP) with parallel batch processing machine is investigated. The problem is to find the best solution for assign jobs to machines and batch’s processing sequence to minimizing tardiness. First a Mixed Integer Programming (MIP) formulation is proposed for the first time.
Mahsa Nekouei-Shahraki +2 more
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Flexible job-shop scheduling problem under resource constraints
International Journal of Production Research, 2006A flexible job-shop-scheduling problem is an extension of classical job-shop problems that permit an operation of each job to be processed by more than one machine. The research methodology is to assign operations to machines (assignment) and determine the processing order of jobs on machines (sequencing) such that the system objectives can be ...
Wong, TC, Chan, FTS, Chan, LY
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