A CLONAL SELECTION ALGORITHM TO INVESTIGATE DIVERSE SOLUTIONS FOR THE RELIABLE SERVER ASSIGNMENT PROBLEM

Abdullah Konak; Sadan Kulturel-Konak

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Paper

A CLONAL SELECTION ALGORITHM TO INVESTIGATE DIVERSE SOLUTIONS FOR THE RELIABLE SERVER ASSIGNMENT PROBLEM

Topics: Artificial Life; Hybrid Systems

In Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 0IJCCI, 156-161, 2011 , Paris, France

Authors: Abdullah Konak and Sadan Kulturel-Konak

Affiliation: Penn State Berks, United States

Keyword(s): Network reliability, Reliable server assignment, Clonal selection algorithm, Artificial immune systems.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Life ; Computational Intelligence ; Evolutionary Computing ; Hybrid Systems ; Soft Computing

Abstract: A reliable server assignment (RSA) problem in networks is defined as determining a deployment of identical servers on a network to maximize a measure of service availability. In this paper, a simulation optimization approach is introduced based on a Monte Carlo simulation and embedded into a Clonal Selection Algorithm (CSA) to find diverse solutions for the RSA problem, which is important in simulation optimization. The experimental results show that the simulation embedded-CSA is an effective heuristic method to discover diverse solutions to the problem.

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Paper citation in several formats:

Konak, A. and Kulturel-Konak, S. (2011). A CLONAL SELECTION ALGORITHM TO INVESTIGATE DIVERSE SOLUTIONS FOR THE RELIABLE SERVER ASSIGNMENT PROBLEM. In Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - ECTA; ISBN 978-989-8425-83-6, SciTePress, pages 156-161. DOI: 10.5220/0003644101560161

@conference{ecta11,
author={Abdullah Konak. and Sadan Kulturel{-}Konak.},
title={A CLONAL SELECTION ALGORITHM TO INVESTIGATE DIVERSE SOLUTIONS FOR THE RELIABLE SERVER ASSIGNMENT PROBLEM},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - ECTA},
year={2011},
pages={156-161},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003644101560161},
isbn={978-989-8425-83-6},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - ECTA
TI - A CLONAL SELECTION ALGORITHM TO INVESTIGATE DIVERSE SOLUTIONS FOR THE RELIABLE SERVER ASSIGNMENT PROBLEM
SN - 978-989-8425-83-6
AU - Konak, A.
AU - Kulturel-Konak, S.
PY - 2011
SP - 156
EP - 161
DO - 10.5220/0003644101560161
PB - SciTePress