Advanced search
Publication Cover
IIE Transactions Volume 21, 1989 - Issue 2
Submit an article Journal homepage
95
Views
39
CrossRef citations to date
0
Altmetric
Original Articles

An Artificial Intelligence Approach to the Scheduling of Flexible Manufacturing Systems

MICHAEL J. SHAW Department of Business Administration and Beckman Institute for Advanced Science and Technology, University of Illinois at Champaign-Urbana, Champaign, IL, 61820
&
ANDREW B. WHINSTON Graduate School of Business and IC Institute University of Texas at Austin, Austin, TX, 78712-1175
Pages 170-183 | Received 01 Nov 1986, Published online: 30 May 2007

Citations (39)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (7)

Yingli Wang, Jean-Paul Skeete & Gilbert Owusu. (2022) Understanding the implications of artificial intelligence on field service operations: a case study of BT. Production Planning & Control 33:16, pages 1591-1607.
Read now
Yong-Hong Kuo & Andrew Kusiak. (2019) From data to big data in production research: the past and future trends. International Journal of Production Research 57:15-16, pages 4828-4853.
Read now
ROYCE BOWDEN & STANLEYF. BULLINGTON. (1996) Development of manufacturing control strategies using unsupervised machine learning. IIE Transactions 28:4, pages 319-331.
Read now
RAM RACHAMADUGU & KATHRYNE. STECKE. (1994) Classification and review of FMS scheduling procedures. Production Planning & Control 5:1, pages 2-20.
Read now
M. J. SHAW, S. PARK & N. RAMAN. (1992) Intelligent Scheduling with Machine Learning Capabilities: The Induction of Scheduling Knowledge. IIE Transactions 24:2, pages 156-168.
Read now
SHIMONY. NOF & F. HANK GRANT. (1991) Adaptive/predictive scheduling: review and a general framework. Production Planning & Control 2:4, pages 298-312.
Read now
PATRICKJ. STARR. (1991) Integration of simulation and analytical submodels for supporting manufacturing decisions. International Journal of Production Research 29:9, pages 1733-1746.
Read now

Articles from other publishers (32)

Kathrin Julia Kramer, Carsten Wagner & Matthias Schmidt. 2020. Advances in Production Management Systems. The Path to Digital Transformation and Innovation of Production Management Systems. Advances in Production Management Systems. The Path to Digital Transformation and Innovation of Production Management Systems 363 370 .
Michael L. PinedoMichael L. Pinedo. 2016. Scheduling. Scheduling 485 508 .
Michael L. PinedoMichael L. Pinedo. 2016. Scheduling. Scheduling 459 483 .
Rhythm Suren Wadhwa. (2011) Bee Colony Algorithm application for manipulating metalcastings in SME. Bee Colony Algorithm application for manipulating metalcastings in SME.
M. Saravanan & A. Noorul Haq. (2007) Evaluation of scatter-search approach for scheduling optimization of flexible manufacturing systems. The International Journal of Advanced Manufacturing Technology 38:9-10, pages 978-986.
Crossref
Frada Burstein & Clyde W. HolsappleClyde W. Holsapple, Varghese S. Jacob, Ramakrishnan Pakath & Jigish S. Zaveri. 2008. Handbook on Decision Support Systems 1. Handbook on Decision Support Systems 1 659 696 .
Tilak Raj, Ravi Shankar & Mohammed Suhaib. (2007) A review of some issues and identification of some barriers in the implementation of FMS. International Journal of Flexible Manufacturing Systems 19:1, pages 1-40.
Crossref
Ronald F. McPherson & K. Preston White,. (2006) A framework for developing intelligent real-time scheduling systems. Human Factors and Ergonomics in Manufacturing 16:4, pages 385-408.
Crossref
Xiaonan Li & Sigurdur Olafsson. (2005) Discovering Dispatching Rules Using Data Mining. Journal of Scheduling 8:6, pages 515-527.
Crossref
J. Jerald, P. Asokan, G. Prabaharan & R. Saravanan. (2004) Scheduling optimisation of flexible manufacturing systems using particle swarm optimisation algorithm. The International Journal of Advanced Manufacturing Technology 25:9-10, pages 964-971.
Crossref
James L. Barnes, Mohamed Y. Zarrugh, David J. Lawrence & Robert L. McKown. (2016) A Government—University—Industry Response to Critical Manufacturing Innovation Needs. Industry and Higher Education 14:2, pages 73-91.
Crossref
P. Priore & D. de la Fuente. (1999) Learning-based scheduling in a job shopLernbegründete Planung in einem Job Shop. e & i Elektrotechnik und Informationstechnik 116:6, pages 370-375.
Crossref
Chunhua Gao, Ping Li & Renhou Li. (1999) A novel approach to intelligent scheduling based on fuzzy feature selection and fuzzy classifier. A novel approach to intelligent scheduling based on fuzzy feature selection and fuzzy classifier.
Chetan S. Shukla & F. Frank Chen. (1996) The state of the art in intelligent real-time FMS control: a comprehensive survey. Journal of Intelligent Manufacturing 7:6, pages 441-455.
Crossref
Mario Norbis & J. MacGregor Smith. (1996) An interactive decision support system for the resource Constrained Scheduling Problem. European Journal of Operational Research 94:1, pages 54-65.
Crossref
Anthony H. Overmars & Dario J. Toncich. (1996) Hybrid FMS control architectures based on holonic principles. International Journal of Flexible Manufacturing Systems 8:3, pages 263-278.
Crossref
Seong Yong Jang, Jinwoo Park & Namkyu Park. (1996) An integrated decision support system for FMS production planning and scheduling problems. The International Journal of Advanced Manufacturing Technology 11:2, pages 101-110.
Crossref
Li-Chih Wang, Hui-Min Chen & Chih-Ming Liu. (1995) Intelligent scheduling of FMSs with inductive learning capability using neural networks. International Journal of Flexible Manufacturing Systems 7:2, pages 147-175.
Crossref
R. Agarwal, P. De & C.E. Wells. (1995) Cooperative distributed problem solving: an investigation in the domain of jobshop scheduling. Cooperative distributed problem solving: an investigation in the domain of jobshop scheduling.
Leslie D. Interrante & Daniel M. Rochowiak. (2016) Active Rescheduling and Collaboration in Dynamic Manufacturing Systems. Concurrent Engineering 2:2, pages 97-105.
Crossref
P. Pu & J. Hughes. (1994) Integrating AGV schedules in a scheduling system for a flexible manufacturing environment. Integrating AGV schedules in a scheduling system for a flexible manufacturing environment.
Yohanan Arzi & Adar Kalir. (1994) Estimating product workloads in a production system with alternative dissimilar machines operated in a produce-to-order environment. Journal of Manufacturing Systems 13:2, pages 139-147.
Crossref
Leslie Interrante, Daniel Rochowiak & Ben Sumrall. 1994. Computer control of flexible manufacturing systems. Computer control of flexible manufacturing systems 108 141 .
Ronald F. McPherson & K. Preston White. (1994) Management control and the manufacturing hierarchy: Managing integrated manufacturing organizations. International Journal of Human Factors in Manufacturing 4:2, pages 121-144.
Crossref
Alok R. Chaturvedi, George K. Hutchinson & Derek L. Nazareth. (1993) Supporting complex real-time decision making through machine learning. Decision Support Systems 10:2, pages 213-233.
Crossref
Clyde W. Holsapple, Ramakrishnan Pakath, Varghese S. Jacob & Jigish S. Zaveri. (1993) Learning by problem processors. Decision Support Systems 10:2, pages 85-108.
Crossref
V. Suresh & Dipak Chaudhuri. (1993) Dynamic scheduling—a survey of research. International Journal of Production Economics 32:1, pages 53-63.
Crossref
Sean B. Eom, Sang M. Lee & Ahmed Ayaz. (1993) Expert systems applications development research in business: A selected bibliography (1975–1989). European Journal of Operational Research 68:2, pages 278-290.
Crossref
C.W. Holsapple, V.S. Jacob, R. Pakath & J.S. Zaveri. (1993) A genetics-based hybrid scheduler for generating static schedules in flexible manufacturing contexts. IEEE Transactions on Systems, Man, and Cybernetics 23:4, pages 953-972.
Crossref
O. Felix Offodile & William Acar. (1993) Comprehensive Situation Mapping for Robot Evaluation and Selection. International Journal of Operations & Production Management 13:1, pages 71-80.
Crossref
Yusei Nakashima, Noriaki Daito & Satoru Fujita. (2007) Integrated expert system with object‐oriented database management system. Systems and Computers in Japan 23:11, pages 29-40.
Crossref
K. PRESTON WHITEJR.JR.. 1990. Advances in Industrial Systems. Advances in Industrial Systems 115 157 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.