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Biologically Inspired Algorithms for Financial Modelling, Anthony Brabazon; Michael O`Neill


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Автор: Anthony Brabazon; Michael O`Neill
Название:  Biologically Inspired Algorithms for Financial Modelling
ISBN: 9783642065736
Издательство: Springer
Классификация:





ISBN-10: 3642065732
Обложка/Формат: Paperback
Страницы: 291
Вес: 0.46 кг.
Дата издания: 2005
Серия: Natural Computing Series
Язык: English
Издание: 1st ed. softcover of
Иллюстрации: 39 black & white tables, biography
Размер: 234 x 156 x 16
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:

Predicting the future for financial gain is a difficult, sometimes profitable activity. The focus of this book is the application of biologically inspired algorithms (BIAs) to financial modelling.

In a detailed introduction, the authors explain computer trading on financial markets and the difficulties faced in financial market modelling. Then Part I provides a thorough guide to the various bioinspired methodologies neural networks, evolutionary computing (particularly genetic algorithms and grammatical evolution), particle swarm and ant colony optimization, and immune systems. Part II brings the reader through the development of market trading systems. Finally, Part III examines real-world case studies where BIA methodologies are employed to construct trading systems in equity and foreign exchange markets, and for the prediction of corporate bond ratings and corporate failures.

The book was written for those in the finance community who want to apply BIAs in financial modelling, and for computer scientists who want an introduction to this growing application domain.



Biologically Inspired Signal Processing for Chemical Sensing

Автор: Agust?n Guti?rrez; Santiago Marco
Название: Biologically Inspired Signal Processing for Chemical Sensing
ISBN: 3642101216 ISBN-13(EAN): 9783642101212
Издательство: Springer
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Цена: 16977.00 р.
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Описание: This volume presents a collection of research advances in biologically inspired signal processing for chemical sensing. The book provides background on the olfactory system and some bio-inspired approaches to processing chemical sensor signals.

Biologically Inspired Approaches for Locomotion, Anomaly Detection and Reconfiguration for Walking Robots

Автор: Jakimovski
Название: Biologically Inspired Approaches for Locomotion, Anomaly Detection and Reconfiguration for Walking Robots
ISBN: 3642225047 ISBN-13(EAN): 9783642225048
Издательство: Springer
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Цена: 19564.00 р.
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Описание: The increasing presence of mobile robots in our everyday lives introduces the requirements for their intelligent and autonomous features. Therefore the next generation of mobile robots should be more self-capable, in respect to: increasing of their functionality in unforeseen situations, decreasing of the human involvement in their everyday operations and their maintenance; being robust; fault tolerant and reliable in their operation.Although mobile robotic systems have been a topic of research for decades and aside the technology improvements nowadays, the subject on how to program and making them more autonomous in their operations is still an open field for research.Applying bio-inspired, organic approaches in robotics domain is one of the methodologies that are considered that would help on making the robots more autonomous and self-capable, i.e. having properties such as: self-reconfiguration, self-adaptation, self-optimization, etc.In this book several novel biologically inspired approaches for walking robots (multi-legged and humanoid) domain are introduced and elaborated. They are related to self-organized and self-stabilized robot walking, anomaly detection within robot systems using self-adaptation, and mitigating the faulty robot conditions by self-reconfiguration of a multi-legged walking robot. The approaches presented have been practically evaluated in various test scenarios, the results from the experiments are discussed in details and their practical usefulness is validated.

Biologically-Inspired Techniques For Knowledge Discovery And Data Mining

Автор: Alam
Название: Biologically-Inspired Techniques For Knowledge Discovery And Data Mining
ISBN: 1466660783 ISBN-13(EAN): 9781466660786
Издательство: Mare Nostrum (Eurospan)
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Цена: 38669.00 р.
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Описание: Biologically-inspired data mining has a wide variety of applications in areas such as data clustering, classification, sequential pattern mining, and information extraction in healthcare and bioinformatics. Over the past decade, research materials in this area have dramatically increased, providing clear evidence of the popularity of these techniques.Biologically-Inspired Techniques for Knowledge Discovery and Data Mining exemplifies prestigious research and shares the practices that have allowed these areas to grow and flourish. This essential reference publication highlights contemporary findings in the area of biologically-inspired techniques in data mining domains and their implementation in real-life problems. Providing quality work from established researchers, this publication serves to extend existing knowledge within the research communities of data mining and knowledge discovery, as well as for academicians and students in the field.

Biologically-Inspired Optimisation Methods

Автор: Andrew Lewis; Sanaz Mostaghim; Marcus Randall
Название: Biologically-Inspired Optimisation Methods
ISBN: 3642101771 ISBN-13(EAN): 9783642101779
Издательство: Springer
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Цена: 26120.00 р.
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Описание: This book covers the latest theories, applications and techniques in Biologically-Inspired Optimisation Methods. Many chapters derive from studies presented at workshops and international conferences on e-Science, Grid Computing and Evolutionary computation.

Advances in Biologically Inspired Information Systems

Автор: Falko Dressler; Iacopo Carreras
Название: Advances in Biologically Inspired Information Systems
ISBN: 3642091768 ISBN-13(EAN): 9783642091766
Издательство: Springer
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Цена: 30606.00 р.
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Описание: Technology is taking us to a world where myriads of networked devices interact with the physical world in multiple ways and at multiple scales. According to the broad spectrum addressed by the different chapters, a rich variety of biological principles and their application to ICT systems are presented.

Biologically Inspired Soft Computin

Автор: Ghaboussi
Название: Biologically Inspired Soft Computin
ISBN: 1498745679 ISBN-13(EAN): 9781498745673
Издательство: Taylor&Francis
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Цена: 13779.00 р.
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Описание: Neural networks and genetic algorithms draw on the problem-solving strategies of the natural world which differ fundamentally from the mathematically-based computing methods normally used in engineering, and can solve difficult inverse problems based on reduction in disorder -- such as in computational mechanics, earthquake engineering, structural control and engineering design.

Biologically Inspired Approaches to Advanced Information Technology

Автор: Auke Jan Ijspeert; Toshimitsu Masuzawa; Shinji Kus
Название: Biologically Inspired Approaches to Advanced Information Technology
ISBN: 3540312536 ISBN-13(EAN): 9783540312536
Издательство: Springer
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Цена: 12157.00 р.
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Описание: Covers the refereed proceedings of the Second International Workshop on Biologically Inspired Approaches to Advanced Information Technology, BioADIT 2006. This book features contributions that range from basic research in biology and in information technology, to more application-oriented developments in software and in hardware.

Biologically-Inspired Optimisation Methods

Автор: Andrew Lewis; Sanaz Mostaghim; Marcus Randall
Название: Biologically-Inspired Optimisation Methods
ISBN: 3642012612 ISBN-13(EAN): 9783642012617
Издательство: Springer
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Цена: 26122.00 р.
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Описание: This book covers the latest theories, applications and techniques in Biologically-Inspired Optimisation Methods. Many chapters derive from studies presented at workshops and international conferences on e-Science, Grid Computing and Evolutionary computation.


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