Proceedings of the 2018 International Conference on Computer Modeling, Simulation and Algorithm (CMSA 2018)

Research on Matching Mechanism of Resource Based on Genetic Algorithm

Authors
Rui Gu
Corresponding Author
Rui Gu
Available Online April 2018.
DOI
10.2991/cmsa-18.2018.29How to use a DOI?
Keywords
resource matching; genetic algorithm
Abstract

Resource matching is designed to make use of limited resources to optimize the processing task. In this paper, genetic algorithm is adopted to optimize the matching of resources. First, the principle of genetic algorithm and resource matching are introduced. Then, the detailed steps of genetic algorithm to solve resource matching are given. Finally, the simulation program is written by eclipse. By comparing with the prediction based resource matching algorithm, which is proved that the genetic algorithm has better superiority in time span and resource utilization ratio.

Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2018 International Conference on Computer Modeling, Simulation and Algorithm (CMSA 2018)
Series
Advances in Intelligent Systems Research
Publication Date
April 2018
ISBN
978-94-6252-523-8
ISSN
1951-6851
DOI
10.2991/cmsa-18.2018.29How to use a DOI?
Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Rui Gu
PY  - 2018/04
DA  - 2018/04
TI  - Research on Matching Mechanism of Resource Based on Genetic Algorithm
BT  - Proceedings of the 2018 International Conference on Computer Modeling, Simulation and Algorithm (CMSA 2018)
PB  - Atlantis Press
SP  - 123
EP  - 126
SN  - 1951-6851
UR  - https://doi.org/10.2991/cmsa-18.2018.29
DO  - 10.2991/cmsa-18.2018.29
ID  - Gu2018/04
ER  -