文章基本信息

标题：Examining Genetic Algorithms as an effective Computational tool in Education-Domain
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作者：Amritpal Singh ; Gurjit Singh
期刊名称：International Journal of Computer Trends and Technology
电子版ISSN：2231-2803
出版年度：2016
卷号：34
期号：3
页码：156-159
DOI：10.14445/22312803/IJCTT-V34P128
出版社：Seventh Sense Research Group
摘要：This paper employs Genetic algorithms (GA's) for the enhancement of computational capabilities to achieve reduction in time complexities. These algorithms can be applied on diverse problems related to different fields like Civil Engineering, Bio Informatics, Bio Technology, Basic Sciences etc. Solution is evident and already provided by the nature; but how to look for it, depends upon individual. So, learning inspired from natural phenomenon can help in improving quality of higher education. Genetic algorithms mimic natural process of preserving the best and still try to improve solutions at each step. This paper focuses on less amount of time taken by these algorithms for performing calculations and generating results as compared to conventional techniques. These can be implemented very efficiently at various levels to deliver quality education.
关键词：Genetic Algorithm; Neural Networks; Education-domain; Computational tool.