International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


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Survey Paper | Computer Science & Engineering | India | Volume 6 Issue 8, August 2017 | Popularity: 6.6 / 10


     

Genetic Optimization: A Survey

Kamini Viswakarma, Satish Dehariya


Abstract: Genetic optimization for problems like classification, recognition, registration etc. related to different fields like military, astrophysics, medical science etc. is an emerging field. The same concept of genetic algorithm can be applied using different fitness function which will fit the given data model. Calculation of cost for each population completely depends upon the fitness function and it will change the way of learning and optimization of the problem. In this paper, we have gone through different types of methods those are implemented using Genetic Algorithm with various fitness function used for selecting the chromosome.


Keywords: Genetic Algorithm, Image processing, Neural network, Fuzzy logic


Edition: Volume 6 Issue 8, August 2017


Pages: 2056 - 2060



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Kamini Viswakarma, Satish Dehariya, "Genetic Optimization: A Survey", International Journal of Science and Research (IJSR), Volume 6 Issue 8, August 2017, pp. 2056-2060, https://www.ijsr.net/getabstract.php?paperid=ART20176341, DOI: https://www.doi.org/10.21275/ART20176341



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