Foundations of complex systems : emergence, information and prediction

Gregoire Nicolis, Catherine Nicolis

This book provides a self-contained presentation of the physical and mathematical laws governing complex systems. Complex systems arising in natural, engineering, environmental, life and social sciences are approached from a unifying point of view using an array of methodologies such as microscopic and macroscopic level formulations, deterministic and probabilistic tools, modeling and simulation. This book can be used as a textbook by graduate students, researchers and teachers in science, as well as non-experts who wish to have an overview of one of the most open, markedly interdisciplinary and fast-growing branches of present-day science.

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[目次]

  • The Phenomenology of Complex Systems
  • Deterministic View
  • Probabilistic Description
  • Complexity, Entropy and Information
  • Prediction
  • Selected Topics
  • Exercises and Problems
  • Suggestions for Further Reading.

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この本の情報

書名 Foundations of complex systems : emergence, information and prediction
著作者等 Nicolis, Cathy
Nicolis, G
Nicolis C.
Nicolis Gregoire
出版元 World Scientific
刊行年月 c2012
版表示 2nd ed
ページ数 xvi, 367 p.
大きさ 24 cm
ISBN 9789814366601
NCID BB08981857
※クリックでCiNii Booksを表示
言語 英語
出版国 アメリカ合衆国
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