Deterministic job-shop scheduling: Past, present and future

AS Jain, S Meeran - European journal of operational research, 1999 - Elsevier
Due to the stubborn nature of the deterministic job-shop scheduling problem many solutions
proposed are of hybrid construction cutting across the traditional disciplines. The problem …

Fuzzy scheduling: Modelling flexible constraints vs. coping with incomplete knowledge

D Dubois, H Fargier, P Fortemps - European journal of operational research, 2003 - Elsevier
An overview of some fuzzy set-based approaches to scheduling is proposed, emphasizing
two distinct uses of fuzzy sets: representing preference profiles and modelling uncertainty …

Dynamic scheduling for flexible job shop using a deep reinforcement learning approach

Y Gui, D Tang, H Zhu, Y Zhang, Z Zhang - Computers & Industrial …, 2023 - Elsevier
Due to the influence of dynamic changes in the manufacturing environment, a single
dispatching rule (SDR) cannot consistently attain better results than other rules for dynamic …

Fuzzy set theory applications in production management research: a literature survey

AL Guiffrida, R Nagi - Journal of intelligent manufacturing, 1998 - Springer
Fuzzy set theory has been used to model systems that are hard to define precisely. As a
methodology, fuzzy set theory incorporates imprecision and subjectivity into the model …

Ant colony intelligence in multi-agent dynamic manufacturing scheduling

W Xiang, HP Lee - Engineering Applications of Artificial Intelligence, 2008 - Elsevier
This study aims at building an efficient agent-based dynamic scheduling for real-world
manufacturing systems with various products, processes, and disturbances. Ant colony …

[PDF][PDF] Survey of job shop scheduling techniques

A Jones, LC Rabelo, AT Sharawi - NISTIR, National Institute of Standards …, 1998 - Citeseer
Scheduling has been defined as" the art of assigning resources to tasks in order to insure
the termination of these tasks in a reasonable amount of time"(1). According to French (2) …

[PDF][PDF] A state-of-the-art review of job-shop scheduling techniques

AS Jain, S Meeran - Workin paper, Department of applied physics …, 1998 - neuro.bstu.by
ABSTRACT A great deal of research has been focused on solving the job-shop problem
(ΠJ), over the last forty years, resulting in a wide variety of approaches. Recently, much effort …

Dynamic scheduling of manufacturing job shops using genetic algorithms

G Chryssolouris, V Subramaniam - Journal of Intelligent Manufacturing, 2001 - Springer
Most job shop scheduling methods reported in the literature usually address the static
scheduling problem. These methods do not consider multiple criteria, nor do they …

A comprehensive survey and future trend of simulation study on FMS scheduling

FTS Chan, HK Chan - Journal of Intelligent Manufacturing, 2004 - Springer
Since the late 1970s when the first collection of papers on scheduling of flexible
manufacturing systems (FMSs) has been published, it has been one of the most popular …

Fuzzy constraints in job-shop scheduling

D Dubois, H Fargier, H Prade - Journal of intelligent Manufacturing, 1995 - Springer
This paper proposes an extension of the constraint-based approach to job-shop scheduling,
that accounts for the flexibility of temporal constraints and the uncertainty of operation …