A comparative review of approaches to prevent premature convergence in GA

Hari Mohan Pandey; Ankit Chaudhary; Deepti Mehrotra

doi:10.1016/j.asoc.2014.08.025

A comparative review of approaches to prevent premature convergence in GA

Hari Mohan Pandey, Ankit Chaudhary, Deepti Mehrotra

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	Applied Soft Computing
Volume	24
DOIs	https://doi.org/10.1016/j.asoc.2014.08.025
State	Published - Nov 1 2014

Disciplines

Applied Mathematics
Computer Sciences
Artificial Intelligence and Robotics

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@article{588435c5853949d28f171833e6c1a398,

title = "A comparative review of approaches to prevent premature convergence in GA",

author = "Pandey, \{Hari Mohan\} and Ankit Chaudhary and Deepti Mehrotra",

note = "Detailed discussion on various approaches for handling premature convergence in GA. * Theoretical framework is presented for convergence analysis of GA. * Strengths and weaknesses of each approach are provided. * Summary and comparison of the approaches is given for quick review. This paper surveys strategies applied to avoid premature convergence in Genetic Algorithms (GAs).",

year = "2014",

month = nov,

day = "1",

doi = "10.1016/j.asoc.2014.08.025",

language = "American English",

volume = "24",

journal = "Applied Soft Computing",

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TY - JOUR

T1 - A comparative review of approaches to prevent premature convergence in GA

AU - Pandey, Hari Mohan

AU - Chaudhary, Ankit

AU - Mehrotra, Deepti

N1 - Detailed discussion on various approaches for handling premature convergence in GA. * Theoretical framework is presented for convergence analysis of GA. * Strengths and weaknesses of each approach are provided. * Summary and comparison of the approaches is given for quick review. This paper surveys strategies applied to avoid premature convergence in Genetic Algorithms (GAs).

PY - 2014/11/1

Y1 - 2014/11/1

UR - https://www.sciencedirect.com/science/article/pii/S1568494614003901

U2 - 10.1016/j.asoc.2014.08.025

DO - 10.1016/j.asoc.2014.08.025

M3 - Article

VL - 24

JO - Applied Soft Computing

JF - Applied Soft Computing

ER -

A comparative review of approaches to prevent premature convergence in GA

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