An effective hybrid algorithm for joint scheduling of machines and AGVs in flexible job shop
Flexible job shops motivated by small batches and multiple orders require the collaboration of machines and automated guided vehicles (AGVs) scheduling to boost shop floor flexibility and productivity. The joint scheduling of machines and AGVs can better
Xiaoyu Wen +5 more
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A Hybrid Algorithm for Flexible Job-Shop Scheduling Problem
Abstract By combining the chaos particle swarm optimization with genetic algorithm, a hybrid algorithm is proposed in this paper. A novel initialization method is proposed based on the improved Kacem assignments scheme. And according to the characteristic of flexible job-shop scheduling problem, genetic operators are presented.
Tang, Jianchao +3 more
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A Simultaneous Worker Assignment and Scheduling Problem to Minimize Makespan in Flexible Flow Shop via Metaheuristic Approaches [PDF]
In many real scheduling situations, it is necessary to deal with the worker assignment and job scheduling together. However, in traditional scheduling problems, only the machine is assumed to be a constraint and there isn’t any constraint about workers ...
Ebrahim Asadi-Gangraj +2 more
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Modified Genetic Algorithm for Flexible Job-Shop Scheduling Problems
AbstractThis paper proposes a modified version of the genetic algorithm for flexible job-shop scheduling problems (FJSP). The genetic algorithm (GA), a class of stochastic search algorithms, is very effective at finding optimal solutions to a wide variety of problems.
Teekeng, Wannaporn, Thammano, Arit
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GenAI job scheduling system for solving a flexible job shop scheduling problem
Abstract Generative artificial intelligence (GenAI) applications in job scheduling are expected to help schedulers embed their requirements into scheduling models in a more user-friendly way to generate customized scheduling results.
Toly Chen, Min-Chi Chiu, Hsin-Chieh Wu
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Optimizing the Low-Carbon Flexible Job Shop Scheduling Problem Considering Energy Consumption
Flexible job shop scheduling problem (FJSP) is a typical discrete combinatorial optimization problem, which can be viewed as an extended version of the classical job shop scheduling problem. In previous researches, the scheduling problem has historically
Tianhua Jiang, Guanlong Deng
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There are many studies about flexible job shop scheduling problem with fuzzy processing time and deteriorating scheduling, but most scholars neglect the connection between them, which means the purpose of both models is to simulate a more realistic ...
Libao Deng +3 more
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Flexible job shop scheduling problem in manufacturing
This paper addresses a real assembly cell: the AIP-PRIMECA cell at the Université de Valenciennes et du Hainaut-Cambrésis, in France. This system can be viewed as a Flexible Job Shop, leading to the formulation of a Flexible Job Shop Scheduling Problem (FJSSP).
Curralo, Ana +3 more
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A Distributed Particle Swarm Optimization Zlgorithmfor Flexible Job-hop Scheduling Problem
According to the characteristics of the Flexible job shop scheduling problem the minimum makespan as measures we proposed a distributed particle swarm optimization algorithm aiming to solve flexible job shop scheduling problem.
LIU Sheng--hui +2 more
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Flexible Job Shop Scheduling with Job Rejection Policy and Rate-Modifying Preventive Maintenance Activities [PDF]
Introduction: The flexible job shop system is one of the most widely used scheduling systems in production environments, consistently attracting researchers' attention due to its diverse applications.
Mohammad Ali Nikouei +3 more
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