State of the Art on Grammatical Inference Using Evolutionary Method

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  • Publisher : Academic Press
  • Release : 13 November 2021
  • ISBN : 9780128221549
  • Page : 228 pages
  • Rating : 4.5/5 from 103 voters

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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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State of the Art on Grammatical Inference Using Evolutionary Method

State of the Art on Grammatical Inference Using Evolutionary Method
  • Author : Hari Mohan Pandey
  • Publisher : Academic Press
  • Release Date : 2021-11-13
  • ISBN : 9780128221549
GET THIS BOOKState of the Art on Grammatical Inference Using Evolutionary Method

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

Encyclopedia of Artificial Intelligence

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GET THIS BOOKEncyclopedia of Artificial Intelligence

"This book is a comprehensive and in-depth reference to the most recent developments in the field covering theoretical developments, techniques, technologies, among others"--Provided by publisher.

1995 IEEE International Conference on Evolutionary Computation, the University of Western Australia, Perth, Western Australia, 29 November-1 December, 1995

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1995
  • ISBN : UCSD:31822021220629
GET THIS BOOK1995 IEEE International Conference on Evolutionary Computation, the University of Western Australia, Perth, Western Australia, 29 November-1 December, 1995

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  • ISBN : 9783540452577
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