Complexity and Information - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Complexity and Information write by J. F. Traub. This book was released on 1998-12-10. Complexity and Information available in PDF, EPUB and Kindle. The twin themes of computational complexity and information pervade this 1998 book. It starts with an introduction to the computational complexity of continuous mathematical models, that is, information-based complexity. This is then used to illustrate a variety of topics, including breaking the curse of dimensionality, complexity of path integration, solvability of ill-posed problems, the value of information in computation, assigning values to mathematical hypotheses, and new, improved methods for mathematical finance. The style is informal, and the goals are exposition, insight and motivation. A comprehensive bibliography is provided, to which readers are referred for precise statements of results and their proofs. As the first introductory book on the subject it will be invaluable as a guide to the area for the many students and researchers whose disciplines, ranging from physics to finance, are influenced by the computational complexity of continuous problems.
Information And Complexity
Information And Complexity - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Information And Complexity write by Mark Burgin. This book was released on 2016-11-28. Information And Complexity available in PDF, EPUB and Kindle. The book is a collection of papers of experts in the fields of information and complexity. Information is a basic structure of the world, while complexity is a fundamental property of systems and processes. There are intrinsic relations between information and complexity.The research in information theory, the theory of complexity and their interrelations is very active. The book will expand knowledge on information, complexity and their relations representing the most recent and advanced studies and achievements in this area.The goal of the book is to present the topic from different perspectives — mathematical, informational, philosophical, methodological, etc.
Information and Complexity in Statistical Modeling
Information and Complexity in Statistical Modeling - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Information and Complexity in Statistical Modeling write by Jorma Rissanen. This book was released on 2007-12-15. Information and Complexity in Statistical Modeling available in PDF, EPUB and Kindle. No statistical model is "true" or "false," "right" or "wrong"; the models just have varying performance, which can be assessed. The main theme in this book is to teach modeling based on the principle that the objective is to extract the information from data that can be learned with suggested classes of probability models. The intuitive and fundamental concepts of complexity, learnable information, and noise are formalized, which provides a firm information theoretic foundation for statistical modeling. Although the prerequisites include only basic probability calculus and statistics, a moderate level of mathematical proficiency would be beneficial.
Information-based Complexity
Information-based Complexity - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Information-based Complexity write by Joseph Frederick Traub. This book was released on 1988. Information-based Complexity available in PDF, EPUB and Kindle. This book provides a comprehensive treatment of information-based complexity, the branch of computational complexity that deals with the intrinsic difficulty of the approximate solution of problems for which the information is partial, noisy, and priced. Such problems arise in many areas including economics, physics, human and robotic vision, scientific and engineering computation, geophysics, decision theory, signal processing and control theory.
Data Complexity in Pattern Recognition
Data Complexity in Pattern Recognition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Complexity in Pattern Recognition write by Mitra Basu. This book was released on 2006-12-22. Data Complexity in Pattern Recognition available in PDF, EPUB and Kindle. Automatic pattern recognition has uses in science and engineering, social sciences and finance. This book examines data complexity and its role in shaping theory and techniques across many disciplines, probing strengths and deficiencies of current classification techniques, and the algorithms that drive them. The book offers guidance on choosing pattern recognition classification techniques, and helps the reader set expectations for classification performance.
