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Information Theory and Stochastics for Multiscale Nonlinear Systems
Andrew MajdaRafail V. AbramovMarcus J. Grote
出版American Mathematical Society, 2005
ISBN14704386909781470438692
URLhttp://books.google.com.hk/books?id=Nv6itAEACAAJ&hl=&source=gbs_api
註釋This book introduces mathematicians to the fascinating emerging mathematical interplay between ideas from stochastics and information theory and important practical issues in studying complex multiscale nonlinear systems. It emphasizes the serendipity between modern applied mathematics and applications where rigorous analysis, the development of qualitative and/or asymptotic models, and numerical modeling all interact to explain complex phenomena. After a brief introduction to the emerging issues in multiscale modeling, the book has three main chapters. The first chapter is an introduction to.