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 journalArticle

    39 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 languageEnglish
    Pages (from-to)922-937
    Number of pages16
    JournalIEEE Transactions on Systems, Man and Cybernetics: Systems
    Volume44
    Issue number7
    DOIs
    Publication statusPublished - 2014

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    Multiobjective optimization
    Uncertainty

    Cite this

    Rakshit, Pratyusha ; Konar, Amit ; Das, Swagatam ; JAIN, Lakhmi ; Nagar, Atulya. / Uncertainty Management in Differential Evolution Induced Multiobjective Optiization in Presence of Measurement Noise. In: IEEE Transactions on Systems, Man and Cybernetics: Systems. 2014 ; Vol. 44, No. 7. pp. 922-937.
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    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.",
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    author = "Pratyusha Rakshit and Amit Konar and Swagatam Das and Lakhmi JAIN and Atulya Nagar",
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    Uncertainty Management in Differential Evolution Induced Multiobjective Optiization in Presence of Measurement Noise. / Rakshit, Pratyusha; Konar, Amit; Das, Swagatam; JAIN, Lakhmi; Nagar, Atulya.

    In: IEEE Transactions on Systems, Man and Cybernetics: Systems, Vol. 44, No. 7, 2014, p. 922-937.

    Research output: Contribution to journalArticle

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    AU - Rakshit, Pratyusha

    AU - Konar, Amit

    AU - Das, Swagatam

    AU - JAIN, Lakhmi

    AU - Nagar, Atulya

    PY - 2014

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    KW - Differential-evolution

    KW - multirobot

    KW - AI

    KW - optimization

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

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