State of the Art on Grammatical Inference Using Evolutionary Method
eBook - ePub

State of the Art on Grammatical Inference Using Evolutionary Method

  1. 228 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

State of the Art on Grammatical Inference Using Evolutionary Method

About this book

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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Yes, you can access State of the Art on Grammatical Inference Using Evolutionary Method by Hari Mohan Pandey in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Biotechnology. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. State of the Art on Grammatical Inference Using Evolutionary Method
  2. Cover
  3. Front Matter
  4. Copyright
  5. Table of Contents
  6. Dedication
  7. Foreword
  8. Preface
  9. Acknowledgment
  10. Abbreviations
  11. 1 Introduction and scientific goals
  12. 2 State of the art: grammatical inference
  13. 3 State of the art: genetic algorithms and premature convergence
  14. 4 Genetic algorithms and grammatical inference
  15. 5 Performance analysis of genetic algorithm for grammatical inference
  16. 6 Applications of grammatical inference methods and future development
  17. Subject index
  18. Author index