State of the Art on Grammatical Inference Using Evolutionary Method
  • Release Date : 15 November 2021
  • Publisher : Academic Press
  • Genre : Science
  • Pages : 232 pages
  • ISBN 13 : 012822116X
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Download or read book entitled State of the Art on Grammatical Inference Using Evolutionary Method by author: Hari Mohan Pandey which was release on 15 November 2021 and published by Academic Press with total page 232 pages . This book available in PDF, EPUB and Kindle Format. State of the Art on Grammatical Inference Using Evolutionary Method presents an approach for grammatical inference (GI) using evolutionary algorithms. Grammatical inference deals with the standard learning procedure to acquire grammars based on evidence about the language. It has been extensively studied due to its high importance in various fields of engineering and science. The book's prime purpose is to enhance the current state-of-the-art of grammatical inference methods and present new evolutionary algorithms-based approaches for context free grammar induction. The book's focus lies in the development of robust genetic algorithms for context free grammar induction. The new algorithms discussed in this book incorporate Boolean-based operators during offspring generation within the execution of the genetic algorithm. Hence, the user has no limitation on utilizing the evolutionary methods for grammatical inference. Discusses and summarizes the latest developments in Grammatical Inference, with a focus on Evolutionary Methods Provides an understanding of premature convergence as well as genetic algorithms Presents a performance analysis of genetic algorithms as well as a complete look into the wide range of applications of Grammatical Inference methods Demonstrates how to develop a robust experimental environment to conduct experiments using evolutionary methods and algorithms

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