Uncertainty Management in Differential Evolution Induced Multiobjective Optiization in Presence of Measurement Noise

Pratyusha Rakshit; Amit Konar; Swagatam Das; Lakhmi JAIN; Atulya Nagar

doi:10.1109/TSMC.2013.2282118

Uncertainty Management in Differential Evolution Induced Multiobjective Optiization in Presence of Measurement Noise

Pratyusha Rakshit, Amit Konar, Swagatam Das, Lakhmi JAIN, Atulya Nagar

Research output: Contribution to journal › Article

45 Citations (Scopus)

Abstract

This paper aims to design new strategies to extend traditional multiobjective optimization algorithms to efficiently obtain Pareto-optimal solutions in presence of noise on the objective surfaces.

Original language	English
Pages (from-to)	922-937
Number of pages	16
Journal	IEEE Transactions on Systems, Man and Cybernetics: Systems
Volume	44
Issue number	7
DOIs	https://doi.org/10.1109/TSMC.2013.2282118
Publication status	Published - 2014

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Rakshit, P., Konar, A., Das, S., JAIN, L., & Nagar, A. (2014). Uncertainty Management in Differential Evolution Induced Multiobjective Optiization in Presence of Measurement Noise. IEEE Transactions on Systems, Man and Cybernetics: Systems, 44(7), 922-937. https://doi.org/10.1109/TSMC.2013.2282118

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Access to Document

10.1109/TSMC.2013.2282118