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Foundations in Grammatical Evolution for Dynamic Environments - Ian Dempsey#Michael O´Neill#Anthony Brabazon
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2009, ISBN: 9783642003134

ID: 108100678

Dynamic environments abound, encompassing many real-world problems in fields as diverse as finance, engineering, biology and business. A vibrant research literature has emerged which takes inspiration from evolutionary processes to develop problem-solvers for these environments. ´Foundations in Grammatical Evolution for Dynamic Environments´ is a cutting edge volume illustrating current state of the art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. The book provides a clear introduction to dynamic environments and the types of change that can occur. This is followed by a detailed description of evolutionary computation, concentrating on the powerful Grammatical Evolution methodology. It continues by addressing fundamental issues facing all Evolutionary Algorithms in dynamic problems, such as how to adapt and generate constants, how to enhance evolvability and maintain diversity. Finally, the developed methods are illustrated with application to the real-world dynamic problem of trading on financial time-series. The book was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, who are seeking to apply grammar-based evolutionary algorithms to solve problems in dynamic environments. ´Foundations in Grammatical Evolution for Dynamic Environments´ is the second book dedicated to the topic of Grammatical Evolution. Dynamic environments encompass many real-world problems in fields as diverse as finance, engineering and biology. This book describes the state-of-the-art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. Bücher > Fremdsprachige Bücher > Englische Bücher gebundene Ausgabe 07.04.2009 Buch (fremdspr.), Springer, .200

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Foundations in Grammatical Evolution for Dynamic Environments - Ian Dempsey#Michael O´Neill#Anthony Brabazon
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Ian Dempsey#Michael O´Neill#Anthony Brabazon:
Foundations in Grammatical Evolution for Dynamic Environments - neues Buch

ISBN: 9783642003134

ID: 138638783

Dynamic environments abound, encompassing many real-world problems in fields as diverse as finance, engineering, biology and business. A vibrant research literature has emerged which takes inspiration from evolutionary processes to develop problem-solvers for these environments. ´Foundations in Grammatical Evolution for Dynamic Environments´ is a cutting edge volume illustrating current state of the art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. The book provides a clear introduction to dynamic environments and the types of change that can occur. This is followed by a detailed description of evolutionary computation, concentrating on the powerful Grammatical Evolution methodology. It continues by addressing fundamental issues facing all Evolutionary Algorithms in dynamic problems, such as how to adapt and generate constants, how to enhance evolvability and maintain diversity. Finally, the developed methods are illustrated with application to the real-world dynamic problem of trading on financial time-series. The book was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, who are seeking to apply grammar-based evolutionary algorithms to solve problems in dynamic environments. ´Foundations in Grammatical Evolution for Dynamic Environments´ is the second book dedicated to the topic of Grammatical Evolution. Dynamic environments encompass many real-world problems in fields as diverse as finance, engineering and biology. This book describes the state-of-the-art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, Springer

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Mathematics; Applications of Mathematics; Appl.Mathematics/Computational Methods of Engineering; Artificial Intelligence (incl. Robotics); Economics, general Computational Finance, Computational Intelligence, Computer-Aided Design (CAD), Dynamic Environments, Evolution, Grammatical Evolution, algorithm, algorithms, evolutionary algorithm, evolutionary computation, grammar Books Book, Springer Science+Business Media

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Foundations in Grammatical Evolution for Dynamic Environments - Ian Dempsey; Michael O'Neill; Anthony Brabazon
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Ian Dempsey; Michael O'Neill; Anthony Brabazon:
Foundations in Grammatical Evolution for Dynamic Environments - gebunden oder broschiert

2009, ISBN: 9783642003134

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Details zum Buch
Foundations in Grammatical Evolution for Dynamic Environments
Autor:

Dempsey, Ian; O'Neill, Michael; Brabazon, Anthony

Titel:

Foundations in Grammatical Evolution for Dynamic Environments

ISBN-Nummer:

Dynamic environments abound, encompassing many real-world problems in fields as diverse as finance, engineering, biology and business. A vibrant research literature has emerged which takes inspiration from evolutionary processes to develop problem-solvers for these environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is a cutting edge volume illustrating current state of the art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. The book provides a clear introduction to dynamic environments and the types of change that can occur. This is followed by a detailed description of evolutionary computation, concentrating on the powerful Grammatical Evolution methodology. It continues by addressing fundamental issues facing all Evolutionary Algorithms in dynamic problems, such as how to adapt and generate constants, how to enhance evolvability and maintain diversity. Finally, the developed methods are illustrated with application to the real-world dynamic problem of trading on financial time-series. The book was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, who are seeking to apply grammar-based evolutionary algorithms to solve problems in dynamic environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is the second book dedicated to the topic of Grammatical Evolution.

Detailangaben zum Buch - Foundations in Grammatical Evolution for Dynamic Environments


EAN (ISBN-13): 9783642003134
ISBN (ISBN-10): 3642003133
Gebundene Ausgabe
Erscheinungsjahr: 2009
Herausgeber: Springer-Verlag GmbH
189 Seiten
Gewicht: 0,445 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 30.07.2007 18:43:57
Buch zuletzt gefunden am 12.05.2017 18:20:15
ISBN/EAN: 9783642003134

ISBN - alternative Schreibweisen:
3-642-00313-3, 978-3-642-00313-4


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