Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
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In this paper, we have proposed a human decision support system called as Prayas, which uses the genetic algorithm as the back-bone of their mechanism. Here, we have diversified the genetic algorithm for the wide range of mundane applications, such as the discrimination of the IRIS genus (taxonomy), glass and wine quality determination along with the prognostication of the deadliest diseases like breast and lever cancer. The wide prospective of this artificial intelligent system makes it practically feasible and multi-adaptable in nature. This intelligent system is not only implemented but its validity and results were tested. The result obtained makes this system efficient and diverse in nature. Our solemn aim behind this paper is to provide an efficient platform for classification to taxonomist, vintners, glass-makers and researchers in R&D laboratories. But this above specified categories never restricts the limit of our approach. On enhancing the datasets, we can subsequently increase the scope of our intelligent system "Prayas".