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 › peer-review

57 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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title = "Uncertainty Management in Differential Evolution Induced Multiobjective Optiization in Presence of Measurement Noise",

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.",

keywords = "Differential-evolution, multirobot, AI, optimization",

author = "Pratyusha Rakshit and Amit Konar and Swagatam Das and Lakhmi JAIN and Atulya Nagar",

year = "2014",

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AU - JAIN, Lakhmi

AU - Nagar, Atulya

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N2 - 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.

AB - 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.

KW - Differential-evolution

KW - multirobot

KW - AI

KW - optimization

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DO - 10.1109/TSMC.2013.2282118

M3 - Article

VL - 44

SP - 922

EP - 937

JO - IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans

JF - IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans

SN - 1083-4427

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