Dynamic Scheduling with Genetic Programming

descriptionPublicationkeyboard_double_arrow_right Part of book or chapter of book , Article , Conference object 01 Jan 2006 Croatia Publisher:Springer Berlin Heidelberg

Authors: Budin, Leo; Jakobović, Domagoj;

doi: 10.1007/11729976_7

Dynamic Scheduling with Genetic Programming

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Abstract

This paper investigates the use of genetic programming in automatized synthesis of scheduling heuristics. The applied scheduling technique is priority scheduling, where the next state of the system is determined based on priority values of certain system elements. The evolved solutions are compared with existing scheduling heuristics for single machine dynamic problem and job shop scheduling with bottleneck estimation.

Country

Croatia

Related Organizations

University of Zagreb
Croatia

Keywords

scheduling heuristics, genetic programming, scheduling, genetic programming; scheduling; scheduling heuristics

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