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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/19098
Title: Design of Boolean functions satisfying multiple criteria by NSGA-II
Authors: Goyal R.
Yadav, Shiv Prasad
Kishor A.
Published in: Proceedings of Advances in Intelligent and Soft Computing
Abstract: In this work we focus on non-linearity and resiliency related criteria and explore a multi-objective evolutionary approach aiming to find balanced Boolean functions satisfying these criteria.We have shown that the multi-objective approach is better to apply than single objective optimization approaches. We have applied NSGA-II to find desired Boolean functions. © 2012 Springer India Pvt. Ltd.
Citation: Proceedings of Advances in Intelligent and Soft Computing, (2012), 461- 468. Roorkee
URI: https://doi.org/10.1007/978-81-322-0487-9_45
http://repository.iitr.ac.in/handle/123456789/19098
Issue Date: 2012
Keywords: Crowding Distance
Pareto-Optimal Fronts
Rank
Crowding distance
Evolutionary approach
Multi objective
Multiple criteria
Non-Linearity
NSGA-II
Pareto-optimal front
Rank
Single objective optimization
Hierarchical systems
Problem solving
Soft computing
Boolean functions
ISBN: 9.79E+12
ISSN: 18675662
Author Scopus IDs: 57208828342
57209022284
57211247761
Author Affiliations: Goyal, R., Indian Institute of Technology, Roorkee, India
Yadav, S.P., Indian Institute of Technology, Roorkee, India
Kishor, A., Indian Institute of Technology, Roorkee, India
Corresponding Author: Goyal, R.; Indian Institute of Technology, Roorkee, India; email: rajni.aggarwal@yahoo.co.in
Appears in Collections:Conference Publications [MA]

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