Foundations of complex systems : emergence, information and prediction
著者
書誌事項
Foundations of complex systems : emergence, information and prediction
World Scientific, c2012
2nd ed
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
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. The 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.
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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