Flexible job shop scheduling problem in manufacturing
, 2013 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
core +5 more sources
An Energy-Efficient Scheduling Approach for Flexible Job Shop Problem in an Internet of Manufacturing Things Environment [PDF]
IEEE Access, 2019 This paper addresses the energy-efficient scheduling and real-time control of flexible job shop that requires rescheduling affected operations and updating the scheduling. For energy-efficient scheduling shop floor efficiently, we propose a metaheuristic
Songling Tian +3 more
doaj +2 more sources
Evaluation of Solvers’ Performance for Solving the Flexible Job-Shop Scheduling Problem
Procedia Computer Science, 2023 Scheduling is essential for the efficient planning of manufacturing enterprises and ultimately for its competitiveness. Cyber-physical production systems have been using heuristics to implement scheduling algorithms. Heuristics have the advantage of being fast to reach a solution, that is usually not the optimal one but close to optimal.
João Carlos Silva 0002 +6 more
openaire +3 more sources
Flexible job-shop scheduling problem with parallel batch machines based on an enhanced multi-population genetic algorithm [PDF]
Complex & Intelligent SystemsThe flexible job-shop scheduling problem (FJSP) with parallel batch processing machine (PBM) is one of those long-standing issues that needs cutting-edge approaches. It is a recent extension of standard flexible job shop scheduling problems.
Lirui Xue +3 more
doaj +2 more sources
A multi objective collaborative reinforcement learning algorithm for flexible job shop scheduling [PDF]
Scientific ReportsTo improve the scheduling efficiency of flexible job shops, this paper proposes a multi-objective collaborative intelligent agent reinforcement learning algorithm based on weight distribution.
Jian Li, Shifa Li, Pengbo He, Huankun Li
doaj +2 more sources
Iterative Flattening Search for the Flexible Job Shop Scheduling Problem [PDF]
, 2011 This paper presents a meta-heuristic algorithm for solving the Flexible Job Shop Scheduling Problem (FJSSP). This strategy, known as Iterative Flattening Search (IFS), iteratively applies a relaxation-step, in which a subset of scheduling decisions are randomly retracted from the current solution; and a solving-step, in which a new solution is ...
Oddi Angelo +3 more
core +4 more sources
A novel method-based reinforcement learning with deep temporal difference network for flexible double shop scheduling problem [PDF]
Scientific ReportsThis paper studies the flexible double shop scheduling problem (FDSSP) that considers simultaneously job shop and assembly shop. It brings about the problem of scheduling association of the related tasks.
Xiao Wang +4 more
doaj +2 more sources
Optimizing the Low-Carbon Flexible Job Shop Scheduling Problem Considering Energy Consumption
IEEE Access, 2018 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
doaj +2 more sources
A global-local neighborhood search algorithm and tabu search for flexible job shop scheduling problem. [PDF]
PeerJ Comput Sci, 2021 Escamilla Serna NJ +5 more
europepmc +2 more sources
Dynamic Intelligent Scheduling in Low-Carbon Heterogeneous Distributed Flexible Job Shops with Job Insertions and Transfers [PDF]
SensorsWith the rapid development of economic globalization and green manufacturing, traditional flexible job shop scheduling has evolved into the low-carbon heterogeneous distributed flexible job shop scheduling problem (LHDFJSP).
Yi Chen +3 more
doaj +2 more sources