State of the Art on Grammatical Inference Using Evolutionary Method Books

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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 : 2021-11-15
  • ISBN : 012822116X
  • Language : En, Es, Fr & De
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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

Encyclopedia of Artificial Intelligence


Encyclopedia of Artificial Intelligence
  • Author : Juan Ramon Rabunal
  • Publisher : IGI Global
  • Release : 2009-01-01
  • ISBN : 9781599048505
  • Language : En, Es, Fr & De
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"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.

Membrane Computing


Membrane Computing
  • Author : Rudolf Freund
  • Publisher : Springer Nature
  • Release :
  • ISBN : 9783030771027
  • Language : En, Es, Fr & De
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Artificial Intelligence Applications and Innovations


Artificial Intelligence Applications and Innovations
  • Author : Ilias Maglogiannis
  • Publisher : Springer Nature
  • Release : 2020-05-29
  • ISBN : 9783030491864
  • Language : En, Es, Fr & De
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This 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020.* The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems. Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language. *The conference was held virtually due to the COVID-19 pandemic.