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Author Lerner, Vladimir S
Title Variation Principle in Informational Macrodynamics [electronic resource] / by Vladimir S. Lerner
Imprint Boston, MA : Springer US, 2003
book jacket
Descript 1 online resource (xiii, 264 pages)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Series The Kluwer International Series in Engineering and Computer Science, 0893-3405 ; 736
Kluwer international series in engineering and computer science ; 736
Note The Variation Principle In Informational Macrodynamics (VP) introduces the process' integral information measure, which has a distinctive difference from traditional information approaches that use an entropy function. The VP's minimax mathematical mechanisms formalize the regularities of the cooperative informational dynamics, connecting randomness and regularities, stochastic and determinism, reversibility and irreversibility, symmetry and nonsymmetry, stability and instability, regular and chaotic dynamics, thermodynamics and informational dynamics, time-reversible and time-irreversible processes, reveals the information dynamic mechanisms of evolution and development. The mathematical formalisms and methods, implemented in the forms of computer models, algorithms and programs, provide new general tools for Information Systems' Modeling in such areas as biology, intelligent systems, computer and information technology, including communications, data modeling and data management. Variation Principle In Informational Macrodynamics, with its examples and applications, will meet the needs of a professional audience composed of researchers and practitioners in industry, as well as graduate-level students in computer science, mathematics and engineering
Link Print version: 9781461350583
Subject Computer science
Information theory
Electronic data processing
Artificial intelligence
Computer industry
Systems theory
Electronic books
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