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Multi-Objective Flexible Job Shop Scheduling Using Genetic Algorithms [PDF]

open access: yesTehnički Vjesnik, 2022
Flexible Job Shop Scheduling is an important problem in the fields of combinatorial optimization and production management. This research addresses multi-objective flexible job shop scheduling problem with the objective of simultaneous minimization of ...
Aichouni, Mohamed   +5 more
core   +3 more sources

Proposta de classificação hierarquizada dos modelos de solução para o problema de job shop scheduling [PDF]

open access: goldGestão & Produção, 1999
Este artigo propõe uma classificação hierarquizada dos modelos utilizados na solução do problema de programação da produção intermitente do tipo job shop, incluindo tanto os que fornecem solução ótima, quanto os modelos heurísticos mais recentes baseados
Ricardo Ferrari Pacheco   +1 more
openalex   +3 more sources

A product-driven system with an evolutionary algorithm to increase flexibility in planning a job shop. [PDF]

open access: yesPLoS One, 2023
The scheduling of a job shop production system occurs using models to plan operations for a given period while minimizing the makespan. However, since the resulting mathematical models are computationally demanding, their implementation in the work ...
Sáez P   +4 more
europepmc   +3 more sources

A MILP model for an extended version of the Flexible Job Shop Problem [PDF]

open access: yes, 2014
A MILP model for an extended version of the Flexible Job Shop Scheduling problem is proposed. The extension allows the precedences between operations of a job to be given by an arbitrary directed acyclic graph rather than a linear order. The goal is the minimization of the makespan.
Birgin, Ernesto G.   +5 more
arxiv   +5 more sources

An Improved Adaptive Neural Network for Job-Shop Scheduling [PDF]

open access: green, 2006
This article is posted here with permission of IEEE - Copyright @ 2005 IEEEJob-shop scheduling is one of the most difficult production scheduling problems in industry.
Shengxiang Yang
openalex   +6 more sources

A benchmark dataset for multi-objective flexible job shop cell scheduling. [PDF]

open access: yesData Brief
This data article presents a description of a benchmark dataset for the multi-objective flexible job shop scheduling problem in a cellular manufacturing environment. This problem considers intercellular moves, exceptional parts, sequence-dependent family
Deliktaş D   +3 more
europepmc   +2 more sources

Research on Priority-based Flexible Job Shop Scheduling Algorithm [PDF]

open access: yesE3S Web of Conferences, 2021
Research on the Flexible Job Shop Scheduling (FJSP) problem in the manufacturing process of aircraft engines has been carried out. It is found that there are real requirements such as order mandatory nodes and equipment selection in the current job ...
Liu Manxing, Xia Xiufeng
doaj   +1 more source

A Research Review on Job Shop Scheduling Problem [PDF]

open access: yesE3S Web of Conferences, 2021
In recent years, the manufacturing industry has developed rapidly with fierce competition. Manufacturing enterprises are faced with the challenge of on-time delivery, multiple product choices and quick response to order modification.
Yu Yingchen
doaj   +1 more source

Multi-criteria scheduling of realistic flexible job shop: a novel approach for integrating simulation modelling and multi-criteria decision making [PDF]

open access: yesInternational Journal of Production Research, 2023, pp.1-23, 2023
Increased flexibility in job shops leads to more complexity in decision-making for shop floor engineers. Partial Flexible Job Shop Scheduling (PFJSS) is a subset of Job shop problems and has substantial application in the real world. Priority Dispatching Rules (PDRs) are simple and easy to implement for making quick decisions in real-time.
arxiv   +1 more source

Adaptive Population NSGA-III with Dual Control Strategy for Flexible Job Shop Scheduling Problem with the Consideration of Energy Consumption and Weight

open access: yesMachines, 2021
The flexible job shop scheduling problem has always been the focus of research in the manufacturing field. However, most of the previous studies focused more on efficiency and ignored energy consumption.
Mingliang Wu   +7 more
doaj   +1 more source

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