Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)

Immune Evolutionary Algorithm for Determining Weights in Interval Judgments

Authors
Jingwen Huang1, Yongsheng Ding, Zhihua Hu
1Glorious Sun School of Business and Management, Donghua Univ
Corresponding Author
Jingwen Huang
Available Online October 2007.
DOI
https://doi.org/10.2991/iske.2007.72How to use a DOI?
Keywords
immune evolutionary algorithm, interval judgments, weights
Abstract

In a Multiple Criteria Decision Analysis (MCDA) problem, determination of weights is an important aspect of the Analytic Hierarchy Process (AHP). In this paper, the problem to computer the weight vector of the interval number matrix is regarded as a nonlinear optimization model with constraints. An immune evolutionary algorithm is proposed to solve the problem with high speed by the matrix based coding technique and several immune operators including clonal proliferation, hypermutation, clonal elimination and immune memory. The experiments show the algorithm has the promising performance of convergence and accuracy.

Copyright
© 2007, 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 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
Series
Advances in Intelligent Systems Research
Publication Date
October 2007
ISBN
978-90-78677-04-8
ISSN
1951-6851
DOI
https://doi.org/10.2991/iske.2007.72How to use a DOI?
Copyright
© 2007, 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  - Jingwen Huang
AU  - Yongsheng Ding
AU  - Zhihua Hu
PY  - 2007/10
DA  - 2007/10
TI  - Immune Evolutionary Algorithm for Determining Weights in Interval Judgments
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 428
EP  - 433
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.72
DO  - https://doi.org/10.2991/iske.2007.72
ID  - Huang2007/10
ER  -