Contemporary Evolution Strategies, Thomas B?ck; Christophe Foussette; Peter Krause
Автор: Kramer Название: Machine Learning for Evolution Strategies ISBN: 331933381X ISBN-13(EAN): 9783319333816 Издательство: Springer Рейтинг: Цена: 16979.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This bookintroduces numerous algorithmic hybridizations between both worlds that showhow machine learning can improve and support evolution strategies. The set ofmethods comprises covariance matrix estimation, meta-modeling of fitness andconstraint functions, dimensionality reduction for search and visualization ofhigh-dimensional optimization processes, and clustering-based niching. Aftergiving an introduction to evolution strategies and machine learning, the bookbuilds the bridge between both worlds with an algorithmic and experimentalperspective. Experiments mostly employ a (1+1)-ES and are implemented in Pythonusing the machine learning library scikit-learn. The examples are conducted ontypical benchmark problems illustrating algorithmic concepts and theirexperimental behavior. The book closes with a discussion of related lines ofresearch.
Автор: Hans-Georg Beyer Название: The Theory of Evolution Strategies ISBN: 3642086705 ISBN-13(EAN): 9783642086700 Издательство: Springer Рейтинг: Цена: 21661.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Evolutionary algorithms, such as evolution strategies, genetic algorithms, or evolutionary programming, have found broad acceptance in the last ten years. This monograph provides the framework and the first steps toward the theoretical analysis of Evolution Strategies (ES).
Описание: This book details a project by the Defense Advanced Research Projects Agency (DARPA) that sought to build on efforts to transform agent-based models into platforms for predicting and evaluating policy responses to real world challenges around the globe.
Автор: Franz Schmalhofer; Gerhard Strube; Thomas Wetter Название: Contemporary Knowledge Engineering and Cognition ISBN: 3540557113 ISBN-13(EAN): 9783540557111 Издательство: Springer Рейтинг: Цена: 9781.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume results from a workshop which queried whether knowledge engineering tools could be applied to cognition research, and whether certain insights and methods of cognitive science might be relevant to knowledge engineers.
Автор: Sanjay Ranka; Srinivas Aluru; Rajkumar Buyya; Yeh- Название: Contemporary Computing ISBN: 3642035469 ISBN-13(EAN): 9783642035463 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Second International Conference IC3 2009 Noida India August 1719 2009 Proceedings. .
Автор: Moonis Ali; Tibor Bosse; Koen V. Hindriks; Mark Ho Название: Contemporary Challenges and Solutions in Applied Artificial Intelligence ISBN: 3319006509 ISBN-13(EAN): 9783319006505 Издательство: Springer Рейтинг: Цена: 26122.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: While the early interest in AI was mainly triggered by the desire to develop artifacts that show the same intelligent behavior as humans, nowadays scientists have realized that research in AI involves a multitude of separate challenges, besides the traditional goal to replicate human intelligence.
Автор: John Mark Bishop; Andrew Owen Martin Название: Contemporary Sensorimotor Theory ISBN: 3319051067 ISBN-13(EAN): 9783319051062 Издательство: Springer Рейтинг: Цена: 28734.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book analyzes the philosophical foundations of sensorimotor theory and discusses the most recent applications of sensorimotor theory to human computer interaction, child`s play, virtual reality, robotics, and linguistics.Why does a circle look curved and not angular?
Описание: The publication contains numerous valuable guidelines one will find particularly useful while making decisions concerning development and improvement of transport systems. It provides a multitude of case studies connected with diverse problems of both technical and organisational nature. The knowledge displayed while discussing practical examples as well as the decision making support systems described in the publication will certainly attract interest of those who face the challenge of seeking solutions to problems of contemporary transport systems on a daily basis. Consequently, this publication is dedicated to local authorities involved in planning and preparation of development strategies for specific transport related areas (in both urban and regional dimension) as well as to representatives of business and industry, being those who participate directly in the implementation of traffic engineering solutions. The guidelines provided in individual chapters of the publication will make it possible to address the given problem in a technologically advanced manner and simplify the choice of appropriate strategies (including those related to increasing competitiveness of public transport, integration of supply chains or route planning support by means of technologically advanced systems and applications). On the other hand, since the publication also concerns the new approach to theoretical models (including travel models, capacity models, road condition modelling and speed-volume relationship), it will raise interest among researches and scientists studying this body of problems.The publication entitled Contemporary Challenges of Transport Systems and Traffic Engineering contains selected papers submitted to and presented at the 13th ”Transport Systems. Theory and Practice” Scientific and Technical Conference organised by the Department of Transport Systems and Traffic Engineering at the Faculty of Transport of the Silesian University of Technology. The conference was held on 19-21 September 2016 in Katowice (Poland). More details at www.TSTP.polsl.pl
Автор: Moonis Ali; Tibor Bosse; Koen V. Hindriks; Mark Ho Название: Contemporary Challenges and Solutions in Applied Artificial Intelligence ISBN: 3319032755 ISBN-13(EAN): 9783319032757 Издательство: Springer Рейтинг: Цена: 19589.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: While the early interest in AI was mainly triggered by the desire to develop artifacts that show the same intelligent behavior as humans, nowadays scientists have realized that research in AI involves a multitude of separate challenges, besides the traditional goal to replicate human intelligence.
Описание: This book details a project by the Defense Advanced Research Projects Agency (DARPA) that sought to build on efforts to transform agent-based models into platforms for predicting and evaluating policy responses to real world challenges around the globe.
Автор: John Mark Bishop; Andrew Owen Martin Название: Contemporary Sensorimotor Theory ISBN: 3319375466 ISBN-13(EAN): 9783319375465 Издательство: Springer Рейтинг: Цена: 26120.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book analyzes the philosophical foundations of sensorimotor theory and discusses the most recent applications of sensorimotor theory to human computer interaction, child`s play, virtual reality, robotics, and linguistics.Why does a circle look curved and not angular?
Описание: This book constitutes revised selected papers from the 17th and 18th International Workshop on Agent-Mediated Electronic Commerce, AMEC TADA 2015 and 2016, which took place in Istanbul, Turkey, in May 2015, and in New York City, USA, in July 2016.
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