Adaptivity and Learning / Najlacnejšie knihy
Adaptivity and Learning

Kód: 01650879

Adaptivity and Learning

Autor Reimer Kühn, Randolf Menzel, Wolfram Menzel, Ulrich Ratsch

Adaptivity and learning have in recent decades become a common concern of scientific disciplines. These issues have arisen in mathematics, physics, biology, informatics, economics, and other fields more or less simultaneously. The ... celý popis

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Anotácia knihy

Adaptivity and learning have in recent decades become a common concern of scientific disciplines. These issues have arisen in mathematics, physics, biology, informatics, economics, and other fields more or less simultaneously. The aim of this publication is the interdisciplinary discourse on the phenomenon of learning and adaptivity. Different perspectives are presented and compared to find fruitful concepts for the disciplines involved. The authors select problems showing representative traits concerning the frame up, the methods and the achievements rather than to present extended overviews.§To foster interdisciplinary dialogue, this book presents diverse perspectives from various scientific fields, including:§- The biological perspective: e.g., physiology, behaviour;§- The mathematical perspective: e.g., algorithmic and stochastic learning;§- The physics perspective: e.g., learning for artificial neural networks;§- The "learning by experience" perspective: reinforcement learning, social learning, artificial life;§- The cognitive perspective: e.g., deductive/inductive procedures, learning and language learning as a high level cognitive process;§- The application perspective: e.g., robotics, control, knowledge engineering.Adaptivity and learning have in recent decades become a common concern of scientific disciplines. These issues have arisen in mathematics, physics, biology, informatics, economics, and other fields more or less simultaneously. The aim of this publication is the interdisciplinary discourse on the phenomenon of learning and adaptivity. Different perspectives are presented and compared to find fruitful concepts for the disciplines involved. The authors select problems showing representative traits concerning the frame up, the methods and the achievements rather than to present extended overviews.

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Biology, life sciences Life sciences: general issues

103.10

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