Genetic Algorithm: Review and Application

4 Pages Posted: 3 Mar 2020

See all articles by Manoj Kumar

Manoj Kumar

IISE

Dr. Mohammad Husain

Azad Institute of Engineering and Technology; Islamic University of Madinah, KSA

Naveen Upreti

International Institute for Special Education

Deepti Gupta

International Institute for Special Education

Date Written: December 1, 2010

Abstract

Genetic algorithms are considered as a search process used in computing to find exact or a approximate solution for optimization and search problems. There are also termed as global search heuristics. These techniques are inspired by evolutionary biology such as inheritance mutation, selection and cross over. These algorithms provide a technique for program to automatically improve their parameters. This paper is an introduction of genetic algorithm approach including various applications and described the integration of genetic algorithm with object oriented programming approaches.

Keywords: Genetic Algorithm, Chromosome, Evolutionary Algorithm, Selection, Mutation

Suggested Citation

Kumar, Manoj and Husain, Mohammad and Upreti, Naveen and Gupta, Deepti, Genetic Algorithm: Review and Application (December 1, 2010). Available at SSRN: https://ssrn.com/abstract=3529843 or http://dx.doi.org/10.2139/ssrn.3529843

Manoj Kumar (Contact Author)

IISE ( email )

Kalyanpur
Lucknow, 226022
India
9956010822 (Phone)

HOME PAGE: http://iiseindia.com/faculty.html

Mohammad Husain

Azad Institute of Engineering and Technology ( email )

Lucknow
India

Islamic University of Madinah, KSA ( email )

Prince Naif Ibn Abdulaziz Road
Al Jamiah Medina
Saudi Arabia

Naveen Upreti

International Institute for Special Education ( email )

Kalyanpur
Lucknow, 226022
India

Deepti Gupta

International Institute for Special Education ( email )

Kalyanpur
Lucknow, 226022
India

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