GA-based flexible and effective task scheduling and resource allocation

Tibor Bercsey, Tamas Rick, Istvan Groma, Adam Granicz

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

The paper deals with the resource limited optimization of optimal sequence constructional design processes represented in a Design Structure Matrix (DSM). The method based on genetic algorithms, applied for the optimization of the sequence of constructional processes is introduced. Then a discrete linear programming and a heuristic simulation method is detailed to solve the resource allocation problem.

Original languageEnglish
Title of host publicationWMSCI 2006 - The 10th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 12th International Conference on Information Systems Analysis and Synthesis, ISAS 2006 - Proc.
Pages119-124
Number of pages6
Publication statusPublished - Dec 1 2006
Event10th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2006, Jointly with the 12th International Conference on Information Systems Analysis and Synthesis, ISAS 2006 - Orlando, FL, United States
Duration: Jul 16 2006Jul 19 2006

Publication series

NameWMSCI 2006 - The 10th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 12th International Conference on Information Systems Analysis and Synthesis, ISAS 2006 - Proc.
Volume1

Other

Other10th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2006, Jointly with the 12th International Conference on Information Systems Analysis and Synthesis, ISAS 2006
CountryUnited States
CityOrlando, FL
Period7/16/067/19/06

Keywords

  • DSM
  • Genetic algorithms
  • Multi-variable heuristics
  • Resource allocation
  • Task scheduling

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Information Systems

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  • Cite this

    Bercsey, T., Rick, T., Groma, I., & Granicz, A. (2006). GA-based flexible and effective task scheduling and resource allocation. In WMSCI 2006 - The 10th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 12th International Conference on Information Systems Analysis and Synthesis, ISAS 2006 - Proc. (pp. 119-124). (WMSCI 2006 - The 10th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 12th International Conference on Information Systems Analysis and Synthesis, ISAS 2006 - Proc.; Vol. 1).