An analogue genetic algorithm for solving job shop scheduling problems

Article

Al-Hakim, Latif. 2001. "An analogue genetic algorithm for solving job shop scheduling problems." International Journal of Production Research. 39 (7), pp. 1537-1548. https://doi.org/10.1080/00207540010023538
Article Title

An analogue genetic algorithm for solving job shop scheduling problems

ERA Journal ID3609
Article CategoryArticle
Authors
AuthorAl-Hakim, Latif
Journal TitleInternational Journal of Production Research
Journal Citation39 (7), pp. 1537-1548
Number of Pages12
Year2001
Place of PublicationUnited Kingdom
ISSN0020-7543
1366-588X
Digital Object Identifier (DOI)https://doi.org/10.1080/00207540010023538
Web Address (URL)http://www.informaworld.com/smpp/ftinterface~content=a713846023~fulltext=713240930
Abstract

This paper develops a genetic algorithm for solving job shop scheduling problems. It discusses the difficulties arising from the traditional encoding of the problem and suggests a new encoding scheme. The paper also develops an analogue electrical system to represent the problem and uses the measure of that system to develop a new measure for the fitness function of the genetic algorithm. The algorithm considers the conventional genetic operations but with some modification. The computational results, developed for the makespan criterion, show that, for this criterion, the algorithm is reliable and performs relatively well.

Keywordsjob shops, shop scheduling, analogue algorithms
ANZSRC Field of Research 2020401499. Manufacturing engineering not elsewhere classified
359999. Other commerce, management, tourism and services not elsewhere classified
Byline AffiliationsDepartment of Management and Organisational Behaviour
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Al-Hakim, Latif and Xu, Hongjiang. 2005. "Data quality and work alignment: do IT professionals think differently?" Sarmento, Anabela (ed.) Issues of human computer interaction. Hershey, PA, United States. IRM Press (IGI Global). pp. 291-320
Beam search for sequencing point operations in flat plate manufacturing
Shayan, E. and Al-Hakim, Latif. 2002. "Beam search for sequencing point operations in flat plate manufacturing." Computers and Industrial Engineering. 42 (2-4), pp. 309-315. https://doi.org/10.1016/S0360-8352(02)00016-5
The effect of information quality on surgery process variation
Al-Hakim, Latif. 2007. "The effect of information quality on surgery process variation." Khosrow-Pour, Mehdi (ed.) IRMA 2007: Managing Worldwide Operations and Communications with Information Technology. Vancouver, Canada 19 - 23 May 2007 Hershey, PA, United States. https://doi.org/10.4018/978-1-59904-929-8.ch401
IDEF3-based framework for web-based hospital information system
Al-Hakim, Latif. 2007. "IDEF3-based framework for web-based hospital information system." Al-Hakim, Latif (ed.) Web mobile based applications for healthcare management. Hershey, PA, USA. IRM Press (IGI Global). pp. 376-401
Procedure for modeling and improving e-SCM processes
Boonyathan, Patcharee and Al-Hakim, Latif. 2007. "Procedure for modeling and improving e-SCM processes." Zhang, Qingyu (ed.) E-supply chain technologies and management. Hershey, PA, United States. IGI Global. pp. 1-21
Make or buy decisions: perception gap analysis
Mahaorand, Thamrong and Al-Hakim, Latif. 2005. "Make or buy decisions: perception gap analysis." 2005 International Conference on Business and Information (BAI 2005). Hong Kong, China 14 - 15 Jul 2005 Hong Kong.
Identification of waste zones associated with supply chain management
Al-Hakim, Latif. 2005. "Identification of waste zones associated with supply chain management." Boswell, Vince (ed.) SAPICS 2005: Supply Chains in Rhythm. Sun City, South Africa 05 - 08 Jun 2005 South Africa.
Trust and technology diffusion within the meat supply chain: a conceptual framework
Chua, Roberta and Al-Hakim, Latif. 2005. "Trust and technology diffusion within the meat supply chain: a conceptual framework." 2005 International Conference on Business and Information (BAI 2005). Hong Kong, China 14 - 15 Jul 2005 Hong Kong.
Waste identification: a supply chain strategy perspective
Al-Hakim, Latif. 2005. "Waste identification: a supply chain strategy perspective." Tang, Kwei (ed.) 2005 International Conference on Business and Information (BAI 2005). Hong Kong, China 14 - 15 Jul 2005 Hong Kong.
IT outsourcing: an assessment of relative failure factor complexity
Al-Hakim, Latif. 2005. "IT outsourcing: an assessment of relative failure factor complexity." Appicello, Amanda, Neidig, Jennifer, Roth, Kristin and Davies, Renee (ed.) IRMA 2005: Managing Modern Organisations With Information Technology. San Diego, United States 15 - 18 May 2005 Hershey, PA, USA.
Modelling interdependencies for electronic supply chain management
Al-Hakim, Latif. 2005. "Modelling interdependencies for electronic supply chain management." Appicello, Amanda, Neidig, Jennifer, Roth, Kristin and Davies, Renee (ed.) IRMA 2005: Managing Modern Organisations With Information Technology. San Diego, United States 15 - 18 May 2005 Hershey, USA.