Abstract
Scheduling and dispatching are two ways of solving production planning problems. In this work, based on preceding works, it is explained how these two approaches can be combined by the means of an automated rule generation procedure and simulation. Genetic programming is applied as the creator and optimizer of the rules. A simulator is used for the fitness evaluation and distributed over a number of machines. Some example results suggest that the approach could be successfully applied in the real world as the results are more than human competitive.
Original language | English |
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Title of host publication | IPDPS Miami 2008 - Proceedings of the 22nd IEEE International Parallel and Distributed Processing Symposium, Program and CD-ROM |
Publisher | IEEE Computer Society Press |
Number of pages | 5 |
ISBN (Print) | 9781424416943 |
DOIs | |
Publication status | Published - 2008 |
Event | 22nd IEEE International Parallel & Distributed Processing Symposium - Miami, United States Duration: 14 Apr 2008 → 18 Apr 2008 http://www.ipdps.org |
Publication series
Name | IPDPS Miami 2008 - Proceedings of the 22nd IEEE International Parallel and Distributed Processing Symposium, Program and CD-ROM |
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Conference
Conference | 22nd IEEE International Parallel & Distributed Processing Symposium |
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Country/Territory | United States |
City | Miami |
Period | 14.04.2008 → 18.04.2008 |
Internet address |