LAUSR

About LAUSR
Donate
Contact Us

Follow us:

You are not signed in:

Sign Up!


   Articles with "job shop" as a keyword



Robustness measures and robust scheduling for multi-objective stochastic flexible job shop scheduling problems

Sign Up to like & get
recommendations! Published in 2017 at "Soft Computing"

DOI: 10.1007/s00500-016-2245-4

Abstract: Flexible job shop scheduling in uncertain environments plays an important part in real-world manufacturing systems. With the aim of capturing the uncertain and multi-objective nature of flexible job shop scheduling, a mathematical model for the… read more here.

Keywords: shop scheduling; flexible job; job shop; multi objective ... See more keywords

A hybrid estimation of distribution algorithm for flexible job-shop scheduling problems with process plan flexibility

Sign Up to like & get
recommendations! Published in 2018 at "Applied Intelligence"

DOI: 10.1007/s10489-018-1160-z

Abstract: The flexible job-shop environments have become increasingly significant because of rapid improvements on shop floors such as production technologies, manufacturing processes and systems. Several real manufacturing and service companies have had to use alternative machines… read more here.

Keywords: shop; job shop; flexible job; process ... See more keywords

A variable neighborhood search based genetic algorithm for flexible job shop scheduling problem

Sign Up to like & get
recommendations! Published in 2018 at "Cluster Computing"

DOI: 10.1007/s10586-017-1420-4

Abstract: Production scheduling problems are typically combinational optimization problems named bases on the processing routes of jobs on different machines. In this paper, the flexible job shop scheduling problem aimed to minimize the maximum completion times… read more here.

Keywords: job shop; search; flexible job; problem ... See more keywords
Photo from archive.org

An asymptotically optimal algorithm for large-scale mixed job shop scheduling to minimize the makespan

Sign Up to like & get
recommendations! Published in 2017 at "Journal of Combinatorial Optimization"

DOI: 10.1007/s10878-015-9974-7

Abstract: This paper considers the large-scale mixed job shop scheduling problem with general number of jobs on each route. The problem includes ordinary machines, batch machines (with bounded or unbounded capacity), parallel machines, and machines with… read more here.

Keywords: large scale; job shop; shop scheduling; scale mixed ... See more keywords

Offline reinforcement learning for learning to dispatch for job shop scheduling

Sign Up to like & get
recommendations! Published in 2024 at "Machine Learning"

DOI: 10.1007/s10994-025-06826-w

Abstract: The Job Shop Scheduling Problem (JSSP) is a complex combinatorial optimization problem. While online Reinforcement Learning (RL) has shown promise by quickly finding acceptable solutions for JSSP, it faces key limitations: it requires extensive training… read more here.

Keywords: shop scheduling; reinforcement; job shop; offline reinforcement ... See more keywords
Photo from wikipedia

Bi-local search based variable neighborhood search for job-shop scheduling problem with transport constraints

Sign Up to like & get
recommendations! Published in 2020 at "Optimization Letters"

DOI: 10.1007/s11590-020-01674-0

Abstract: In job-shop manufacturing systems, an efficient production schedule acts to reduce unnecessary costs and better manage resources. For the same purposes, modern manufacturing cells, in compliance with industry 4.0 concepts, use material handling systems in… read more here.

Keywords: job shop; search; shop scheduling; transport ... See more keywords

Counterfactual Explanations in the Big Picture: An Approach for Process Prediction-Driven Job-Shop Scheduling Optimization

Sign Up to like & get
recommendations! Published in 2024 at "Cognitive Computation"

DOI: 10.1007/s12559-024-10294-0

Abstract: In this study, we propose a pioneering framework for generating multi-objective counterfactual explanations in job-shop scheduling contexts, combining predictive process monitoring with advanced mathematical optimization techniques. Using the Non-dominated Sorting Genetic Algorithm II (NSGA-II) for… read more here.

Keywords: shop scheduling; process; job shop; counterfactual explanations ... See more keywords

Flexible job shop scheduling based on improved hybrid immune algorithm

Sign Up to like & get
recommendations! Published in 2018 at "Journal of Ambient Intelligence and Humanized Computing"

DOI: 10.1007/s12652-016-0425-9

Abstract: An improved hybrid immune algorithm (HIA) with parallelism and adaptability is proposed to solve the flexible job shop scheduling problem. In order to represent the actual characteristics of the problem’s solution, in the algorithm the… read more here.

Keywords: job shop; algorithm; hybrid immune; improved hybrid ... See more keywords
Photo from wikipedia

Low carbon emission management for flexible job shop scheduling: a study case in China

Sign Up to like & get
recommendations! Published in 2021 at "Journal of Ambient Intelligence and Humanized Computing"

DOI: 10.1007/s12652-021-03330-6

Abstract: For flexible job-shop scheduling problem with low carbon emission constraints, an improved quantum genetic algorithm based on double chains coding is proposed. Firstly, a mathematical model is established to minimize makespan, total workload of machines… read more here.

Keywords: shop scheduling; carbon; job shop; carbon emission ... See more keywords

Flexible Job Shop Problem with Variable Machine Flexibility

Sign Up to like & get
recommendations! Published in 2019 at "IFAC-PapersOnLine"

DOI: 10.1016/j.ifacol.2019.10.009

Abstract: Abstract We analyze machine flexibility in the context of the flexible job shop problem. In general, the decisions about machine flexibility are taken in advance (the data sets already contain this information). Based on a… read more here.

Keywords: machine; job shop; machine flexibility; shop problem ... See more keywords

Mathematical Models for a Flexible Job Shop Scheduling Problem with Machine Operator Constraints

Sign Up to like & get
recommendations! Published in 2019 at "IFAC-PapersOnLine"

DOI: 10.1016/j.ifacol.2019.11.144

Abstract: Abstract We consider a flexible job shop scheduling problem that incorporates machine operators and aims at makespan minimization. In a detailed overview of the related literature, we reveal the fact that the research in this… read more here.

Keywords: job shop; shop scheduling; scheduling problem; flexible job ... See more keywords