State Of The Art On Grammatical Inference Using Evolutionary Method

Author : Hari Mohan Pandey
Publisher : Academic Press
Page : 230 pages
File Size : 55,7 Mb
Release : 2021-11-13
Category : Science
ISBN : 9780128221549

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State of the Art on Grammatical Inference Using Evolutionary Method by Hari Mohan Pandey Pdf

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

Author : Andrey A. Radionov,Vadim R. Gasiyarov
Publisher : Springer Nature
Page : 513 pages
File Size : 45,8 Mb
Release : 2024-01-03
Category : Technology & Engineering
ISBN : 9783031511271

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Advances in Automation V by Andrey A. Radionov,Vadim R. Gasiyarov Pdf

This book reports on innovative research and developments in automation. Spanning a wide range of disciplines, including communication engineering, power engineering, control engineering, instrumentation, signal processing and cybersecurity, it focuses on methods and findings aimed at improving the control and monitoring of industrial and manufacturing processes as well as safety. Based on the 6th International Russian Automation Conference (RusAutoCon2023), held as a hybrid conference on September 10–16, 2023, in/from Sochi, Russia, this book provides academics and professionals with a timely overview of and extensive information on the state of the art in the field of automation and control systems. It is also expected to foster new ideas and collaborations between groups in different countries.

Author : Juan Ramon Rabunal,Julian Dorado,Alejandro Pazos Sierra
Publisher : IGI Global
Page : 1640 pages
File Size : 41,5 Mb
Release : 2009-01-01
Category : Computers
ISBN : 9781599048505

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Encyclopedia of Artificial Intelligence by Juan Ramon Rabunal,Julian Dorado,Alejandro Pazos Sierra Pdf

"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.

Author : Rudolf Freund,Tseren-Onolt Ishdorj,Grzegorz Rozenberg,Arto Salomaa,Claudio Zandron
Publisher : Springer Nature
Page : 189 pages
File Size : 51,8 Mb
Release : 2021-06-03
Category : Computers
ISBN : 9783030771027

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Membrane Computing by Rudolf Freund,Tseren-Onolt Ishdorj,Grzegorz Rozenberg,Arto Salomaa,Claudio Zandron Pdf

This book constitutes the refereed post-conference proceedings of the 21st International Conference on Membrane Computing, CMC 2020, held as a virtual event, in September 2020. The 10 full papers presented were selected from 31 submissions. The papers deal with all aspects on membrane computing and related areas.

Author : Alberto Griggio,Neha Rungta,Georg Weissenbacher,Warren A. Hunt, Jr.
Publisher : TU Wien Academic Press
Page : 405 pages
File Size : 42,7 Mb
Release : 2022-10-12
Category : Computers
ISBN : 9783854480532

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PROCEEDINGS OF THE 22ND CONFERENCE ON FORMAL METHODS IN COMPUTER-AIDED DESIGN – FMCAD 2022 by Alberto Griggio,Neha Rungta,Georg Weissenbacher,Warren A. Hunt, Jr. Pdf

The Conference on Formal Methods in Computer-Aided Design (FMCAD) is an annual conference on the theory and applications of formal methods in hardware and system in academia and industry for presenting and discussing groundbreaking methods, technologies, theoretical results, and tools for reasoning formally about computing systems. FMCAD covers formal aspects of computer-aided system testing.

Author : Michael O'Neill,Conor Ryan
Publisher : Springer Science & Business Media
Page : 168 pages
File Size : 40,9 Mb
Release : 2003-05-31
Category : Computers
ISBN : 1402074441

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Grammatical Evolution by Michael O'Neill,Conor Ryan Pdf

Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language provides the first comprehensive introduction to Grammatical Evolution, a novel approach to Genetic Programming that adopts principles from molecular biology in a simple and useful manner, coupled with the use of grammars to specify legal structures in a search. Grammatical Evolution's rich modularity gives a unique flexibility, making it possible to use alternative search strategies - whether evolutionary, deterministic or some other approach - and to even radically change its behavior by merely changing the grammar supplied. This approach to Genetic Programming represents a powerful new weapon in the Machine Learning toolkit that can be applied to a diverse set of problem domains.

Author : Ilias Maglogiannis,Lazaros Iliadis,Elias Pimenidis
Publisher : Springer Nature
Page : 475 pages
File Size : 54,9 Mb
Release : 2020-05-29
Category : Computers
ISBN : 9783030491864

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Artificial Intelligence Applications and Innovations by Ilias Maglogiannis,Lazaros Iliadis,Elias Pimenidis Pdf

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.

Author : Jeffrey Heinz,Colin de la Higuera,Menno van Zaanen
Publisher : Springer Nature
Page : 139 pages
File Size : 47,9 Mb
Release : 2022-06-01
Category : Computers
ISBN : 9783031021596

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Grammatical Inference for Computational Linguistics by Jeffrey Heinz,Colin de la Higuera,Menno van Zaanen Pdf

This book provides a thorough introduction to the subfield of theoretical computer science known as grammatical inference from a computational linguistic perspective. Grammatical inference provides principled methods for developing computationally sound algorithms that learn structure from strings of symbols. The relationship to computational linguistics is natural because many research problems in computational linguistics are learning problems on words, phrases, and sentences: What algorithm can take as input some finite amount of data (for instance a corpus, annotated or otherwise) and output a system that behaves "correctly" on specific tasks? Throughout the text, the key concepts of grammatical inference are interleaved with illustrative examples drawn from problems in computational linguistics. Special attention is paid to the notion of "learning bias." In the context of computational linguistics, such bias can be thought to reflect common (ideally universal) properties of natural languages. This bias can be incorporated either by identifying a learnable class of languages which contains the language to be learned or by using particular strategies for optimizing parameter values. Examples are drawn largely from two linguistic domains (phonology and syntax) which span major regions of the Chomsky Hierarchy (from regular to context-sensitive classes). The conclusion summarizes the major lessons and open questions that grammatical inference brings to computational linguistics. Table of Contents: List of Figures / List of Tables / Preface / Studying Learning / Formal Learning / Learning Regular Languages / Learning Non-Regular Languages / Lessons Learned and Open Problems / Bibliography / Author Biographies

Author : Nicolas Denz
Publisher : Logos Verlag Berlin GmbH
Page : 445 pages
File Size : 44,6 Mb
Release : 2014-12-31
Category : Computers
ISBN : 9783832538743

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Process-Oriented Analysis and Validation of Multi-Agent-Based Simulations by Nicolas Denz Pdf

In multi-agent-based simulation (MABS) the behavior of individual actors is modeled in detail. The analysis and validation of these models is rated as difficult and requires support by innovative techniques and tools. Problems include model complexity, the amount and often qualitative representation of simulation results, and the typical dichotomy between microscopic modeling and macroscopic observation perspectives. In recent years, data mining has been increasingly applied as a support technique in this context. A particularly promising approach is found in the field of process mining. Due to its rooting in business process analysis, process mining shares several process- and organization-oriented analysis perspectives and use cases with agent-based modeling. This thesis proposes a conceptual framework for the systematic application of process mining to the analysis and validation of MABS. As a foundation, agent-oriented analysis perspectives and simulation-specific use cases are identified and complemented with methods, techniques, and results from the literature. A partial formalization of perspectives and use cases is sketched by utilizing concepts from process modeling and software engineering. Beyond the conceptual work, process mining is applied in two case studies related to different modeling and simulation approaches.

Author : Stephen Smith
Publisher : Springer Nature
Page : 422 pages
File Size : 42,8 Mb
Release : 2024-06-11
Category : Electronic
ISBN : 9783031568558

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Applications of Evolutionary Computation by Stephen Smith Pdf

Author : Juliana Bowles,Giovanna Broccia,Roberto Pellungrini
Publisher : Springer Nature
Page : 199 pages
File Size : 43,7 Mb
Release : 2022-10-14
Category : Computers
ISBN : 9783031160110

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From Data to Models and Back by Juliana Bowles,Giovanna Broccia,Roberto Pellungrini Pdf

This book constitutes the refereed proceedings of the 10th International Symposium "From Data Models and Back", DataMod 2021, which was held virtually during December 6-7, 2021, as a satellite event of SEFM 2021. The 9 full papers and 1 short paper included in this book were carefully reviewed and selected from 12 submissions. They were organized in topical sections as follows: Model verification; data mining and processing related approaches; and other approaches.

Author : Joan Bybee,Revere Perkins,William Pagliuca
Publisher : University of Chicago Press
Page : 420 pages
File Size : 45,8 Mb
Release : 1994-11-15
Category : Language Arts & Disciplines
ISBN : 9780226086651

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The Evolution of Grammar by Joan Bybee,Revere Perkins,William Pagliuca Pdf

Joan Bybee and her colleagues present a new theory of the evolution of grammar that links structure and meaning in a way that directly challenges most contemporary versions of generative grammar. This study focuses on the use and meaning of grammatical markers of tense, aspect, and modality and identifies a universal set of grammatical categories. The authors demonstrate that the semantic content of these categories evolves gradually and that this process of evolution is strikingly similar across unrelated languages. Through a survey of seventy-six languages in twenty-five different phyla, the authors show that the same paths of change occur universally and that movement along these paths is in one direction only. This analysis reveals that lexical substance evolves into grammatical substance through various mechanisms of change, such as metaphorical extension and the conventionalization of implicature. Grammaticization is always accompanied by an increase in frequency of the grammatical marker, providing clear evidence that language use is a major factor in the evolution of synchronic language states. The Evolution of Grammar has important implications for the development of language and for the study of cognitive processes in general.

Author : Krzysztof Czarnecki,Görel Hedin
Publisher : Springer
Page : 413 pages
File Size : 46,7 Mb
Release : 2013-01-11
Category : Computers
ISBN : 9783642360893

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Software Language Engineering by Krzysztof Czarnecki,Görel Hedin Pdf

This book constitutes the thoroughly refereed post-proceedings of the 5th International Conference on Software Language Engineering, SLE 2012, held in Dresden, Germany, in September 2012. The 17 papers presented together with 2 tool demonstration papers were carefully reviewed and selected from 62 submissions. SLE’s foremost mission is to encourage and organize communication between communities that have traditionally looked at software languages from different, more specialized, and yet complementary perspectives. SLE emphasizes the fundamental notion of languages as opposed to any realization in specific technical spaces.

Author : Anupam Shukla,Ritu Tiwari,Rahul Kala
Publisher : Springer
Page : 460 pages
File Size : 41,8 Mb
Release : 2010-09-18
Category : Technology & Engineering
ISBN : 9783642143441

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Towards Hybrid and Adaptive Computing by Anupam Shukla,Ritu Tiwari,Rahul Kala Pdf

Soft Computing today is a very vast field whose extent is beyond measure. The boundaries of this magnificent field are spreading at an enormous rate making it possible to build computationally intelligent systems that can do virtually anything, even after considering the hostile practical limitations. Soft Computing, mainly comprising of Artificial Neural Networks, Evolutionary Computation, and Fuzzy Logic may itself be insufficient to cater to the needs of various kinds of complex problems. In such a scenario, we need to carry out amalgamation of same or different computing approaches, along with heuristics, to make fabulous systems for problem solving. There is further an attempt to make these computing systems as adaptable as possible, where the value of any parameter is set and continuously modified by the system itself. This book first presents the basic computing techniques, draws special attention towards their advantages and disadvantages, and then motivates their fusion, in a manner to maximize the advantages and minimize the disadvantages. Conceptualization is a key element of the book, where emphasis is on visualizing the dynamics going inside the technique of use, and hence noting the shortcomings. A detailed description of different varieties of hybrid and adaptive computing systems is given, paying special attention towards conceptualization and motivation. Different evolutionary techniques are discussed that hold potential for generation of fairly complex systems. The complete book is supported by the application of these techniques to biometrics. This not only enables better understanding of the techniques with the added application base, it also opens new dimensions of possibilities how multiple biometric modalities can be fused together to make effective and scalable systems.

Author : Eunika Mercier-Laurent
Publisher : Springer Nature
Page : 268 pages
File Size : 41,8 Mb
Release : 2024-06-11
Category : Electronic
ISBN : 9783031610691

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Artificial Intelligence for Knowledge Management, Energy and Sustainability by Eunika Mercier-Laurent Pdf