Self-Organizing Methods in Modeling PDF Download
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Author: Stanley J. Farlow
Publisher: CRC Press
ISBN: 1000146472
Category : Mathematics
Languages : en
Pages : 372
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Book Description
This book introduces English-speaking people the basic group method of data handling algorithm. It could be used as a reference source for researchers or as a textbook for specialized courses and seminars in modeling, applied mathematics, and applied statistics.
Author: Stanley J. Farlow
Publisher: CRC Press
ISBN: 1000146472
Category : Mathematics
Languages : en
Pages : 372
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Book Description
This book introduces English-speaking people the basic group method of data handling algorithm. It could be used as a reference source for researchers or as a textbook for specialized courses and seminars in modeling, applied mathematics, and applied statistics.
Author: Stanley J. Farlow
Publisher: CRC Press
ISBN: 1000110621
Category : Mathematics
Languages : en
Pages : 369
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Book Description
This book introduces English-speaking people the basic group method of data handling algorithm. It could be used as a reference source for researchers or as a textbook for specialized courses and seminars in modeling, applied mathematics, and applied statistics.
Author: Godfrey C Onwubolu
Publisher: Springer Science & Business Media
ISBN: 3642015298
Category : Mathematics
Languages : en
Pages : 297
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Book Description
The Group Method of Data Handling (GMDH) is a typical inductive modeling method that is built on principles of self-organization for modeling complex systems. This book clearly presents hybrids of some computational intelligence techniques and GMDH approach.
Author: Zhou, Zude
Publisher: IGI Global
ISBN: 1605668656
Category : Computers
Languages : en
Pages : 407
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Book Description
"This book focuses on the latest innovations in the process of manufacturing in engineering"--Provided by publisher.
Author: Falko Dressler
Publisher: John Wiley & Sons
ISBN: 9780470724453
Category : Technology & Engineering
Languages : en
Pages : 386
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Book Description
Self-Organization in Sensor and Actor Networks explores self-organization mechanisms and methodologies concerning the efficient coordination between intercommunicating autonomous systems.Self-organization is often referred to as the multitude of algorithms and methods that organise the global behaviour of a system based on inter-system communication. Studies of self-organization in natural systems first took off in the 1960s. In technology, such approaches have become a hot research topic over the last 4-5 years with emphasis upon management and control in communication networks, and especially in resource-constrained sensor and actor networks. In the area of ad hoc networks new solutions have been discovered that imitate the properties of self-organization. Some algorithms for on-demand communication and coordination, including data-centric networking, are well-known examples. Key features include: Detailed treatment of self-organization, mobile sensor and actor networks, coordination between autonomous systems, and bio-inspired networking. Overview of the basic methodologies for self-organization, a comparison to central and hierarchical control, and classification of algorithms and techniques in sensor and actor networks. Explanation of medium access control, ad hoc routing, data-centric networking, synchronization, and task allocation issues. Introduction to swarm intelligence, artificial immune system, molecular information exchange. Numerous examples and application scenarios to illustrate the theory. Self-Organization in Sensor and Actor Networks will prove essential reading for students of computer science and related fields; researchers working in the area of massively distributed systems, sensor networks, self-organization, and bio-inspired networking will also find this reference useful.
Author: Myrna Estep
Publisher: Springer Science & Business Media
ISBN: 1402052995
Category : Psychology
Languages : en
Pages : 382
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Book Description
This book brings new scientific methods to intelligence research that is still under the influence of 19th century single causal theory and method. The author describes a rigorous and exhaustive classification of natural intelligence while demonstrating a more adequate scientific and mathematical approach than current statistical and psychometric approaches construct to shore up the out-dated and misused IQ hypothetical. The author demonstrates the superiority of a highly developed multidisciplinary-theory models view of intelligence.
Author: WenJun Zhang
Publisher: World Scientific
ISBN: 9814699500
Category : Mathematics
Languages : en
Pages : 300
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Book Description
This invaluable book is the first of its kind on "selforganizology", the science of self-organization. It covers a wide range of topics, such as the theory, principle and methodology of selforganizology, agent-based modelling, intelligence basis, ant colony optimization, fish/particle swarm optimization, cellular automata, spatial diffusion models, evolutionary algorithms, self-adaptation and control systems, self-organizing neural networks, catastrophe theory and methods, and self-organization of biological communities, etc. Readers will have an in-depth and comprehensive understanding of selforganizology, with detailed background information provided for those who wish to delve deeper into the subject and explore research literature. This book is a valuable reference for research scientists, university teachers, graduate students and high-level undergraduates in the areas of computational science, artificial intelligence, applied mathematics, engineering science, social science and life sciences. Contents:Organization and Organizational TheorySelforganizology: The Science of Self-organizationAgent-based ModelingIntelligence PrinciplesCatastrophe Theory and MethodsSelf-adaptation and Control SystemsCellular Automata and Spatial Diffusion ModelsArtificial Neural NetworksAnt Colony OptimizationFish and Particle Swarm OptimizationSynergy, Coevolution, and Evolutionary AlgorithmsSynergy: Correlation AnalysisCommunity Succession and AssemblyMathematical Foundations Readership: Research scientists, university teachers, graduate students and high-level undergraduates in the areas of computational science, artificial intelligence, applied mathematics, engineering science, social science and life sciences. Key Features:This book is the first monograph on "selforganizology" in the world, with no competing titlesThe author is a prominent scientist, who is the editor-in-chief of six international journals, including SelforganizologyKeywords:Selforganizology;Self-organization;Agent-based Modeling;Algorithms;Computational Intelligence;Ant Colony Optimization;Evolutionary Algorithms;Cellular Automata;Particle Swarm Optimization;Catastrophe Theory
Author: Kovalyov, Yury N.
Publisher: IGI Global
ISBN: 1799817083
Category : Philosophy
Languages : en
Pages : 478
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Book Description
There is no common understanding of the concept of the human mind, its changes in different historical epochs, forecasts for development, or its influence on the phenomena of art and culture. The connection between the evolution of the mind, anatomical changes, and social organization are not clear. Through the theory of self-organization of complex systems, the essence of cultural changes in different historical periods and solutions to practical questions in the theory of art and design are better understood. Self-Organization of the Human Mind and the Transition From Paleolithic to Behavioral Modernity is a critical scholarly resource that examines the development of human consciousness as a realization of the laws of self-organization or complex systems. The theory of self-organization of complex systems uses the mathematical apparatus of the wave model of S-space. The book also conducts a comparison of theoretical assumptions with specific cultural phenomena that are manifestations of the evolution of the mind. Featuring a range of topics such as behavior, rationality, and culture, this book is essential for archaeologists, academicians, anthropologists, researchers, sociologists, professionals, and students.
Author: Godfrey C. Onwubolu
Publisher: Springer
ISBN: 3642015301
Category : Technology & Engineering
Languages : en
Pages : 282
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Book Description
The Group Method of Data Handling (GMDH) is a typical inductive modeling method that is built on principles of self-organization for modeling complex systems. This book clearly presents hybrids of some computational intelligence techniques and GMDH approach.
Author: A. Carsetti
Publisher: Springer Science & Business Media
ISBN: 9780792360728
Category : Computers
Languages : en
Pages : 320
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Book Description
What function is played by concepts related to meaning and mereology in the cognitive sciences? How can one outline adequate simulation models for the continuous emergence of new categorization forms characterizing cognitive processes? To what extent is it possible to define new measures of meaningful complexity? How is it possible to describe synergetically the symbolic dynamics inherent in cognitive processes? What types of formal models should we use to describe the evolutionary aspects of cognition? These, the most difficult questions in cognitive science, are discussed here in 15 original essays written by distinguished scholars drawn from a variety of disciplines. The first part presents an up-to-date account of some current trends in the functional modeling of cognitive activities, the synergetic models in particular are widely discussed. The second part focuses on recent advances in complexity theory, self-organizing networks, the theory of self- reference, and the theory of self organization. The third part focuses on some methods of formal analysis that can be used to delineate consistent simulation models of cognitive activities at the perceptual, linguistic and computational levels. The volume also highlights traditional philosophical concerns about realism, the cognitivism-connectionism debate, and the role of holistic assumptions. Readership: psychologists, cognitive scientists, theorists working in complexity theory, self-organization theory, synergetics, semantics of natural language and mereology, philosophers, epistemologists.
