Self Organizing Methods In Modeling
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Author | : Stanley J. Farlow |
Publisher | : CRC Press |
Total Pages | : 372 |
Release | : 2020-11-26 |
Genre | : Mathematics |
ISBN | : 1000146472 |
Download Self-Organizing Methods in Modeling Book in PDF, Epub and Kindle
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 |
Total Pages | : 369 |
Release | : 2020-11-25 |
Genre | : Mathematics |
ISBN | : 1000110621 |
Download Self-Organizing Methods in Modeling Book in PDF, Epub and Kindle
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 | : Cyrille Bertelle |
Publisher | : Springer Science & Business Media |
Total Pages | : 233 |
Release | : 2008-12-03 |
Genre | : Technology & Engineering |
ISBN | : 3540880739 |
Download Complex Systems and Self-organization Modelling Book in PDF, Epub and Kindle
This book, the outcome of a workshop meeting within ESM 2006, explores the use of emergent computing and self-organization modeling within various applications of complex systems.
Author | : Godfrey C Onwubolu |
Publisher | : Springer Science & Business Media |
Total Pages | : 297 |
Release | : 2009-06-15 |
Genre | : Mathematics |
ISBN | : 3642015298 |
Download Hybrid Self-Organizing Modeling Systems Book in PDF, Epub and Kindle
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 | : Carlos Gershenson |
Publisher | : CopIt ArXives |
Total Pages | : 189 |
Release | : 2007-09-05 |
Genre | : Science |
ISBN | : 0983117233 |
Download Design and Control of Self-organizing Systems Book in PDF, Epub and Kindle
Complex systems are usually difficult to design and control. There are several particular methods for coping with complexity, but there is no general approach to build complex systems. In this book I propose a methodology to aid engineers in the design and control of complex systems. This is based on the description of systems as self-organizing. Starting from the agent metaphor, the methodology proposes a conceptual framework and a series of steps to follow to find proper mechanisms that will promote elements to find solutions by actively interacting among themselves.
Author | : Paul Krugman |
Publisher | : John Wiley & Sons |
Total Pages | : 133 |
Release | : 1996-04-11 |
Genre | : Business & Economics |
ISBN | : 1557866988 |
Download The Self Organizing Economy Book in PDF, Epub and Kindle
The Self-Organizing Economy In the last few years the concept of self-organizing systems—complex systems in which randomness and chaos seem spontaneously to evolve into unexpected order—has linked together researchers in many fields, from artificial intelligence to chemistry, from evolution to geology. Now leading economist Paul Krugman shows how principles that explain the growth of hurricanes and embryos can also explain the formation of cities and business cycles; how the same principles of “order from random growth” can explain the strangely simple rules that describe the sizes of earthquakes, meteorites, and metropolitan areas. Weaving together strands from many disciplines, from location theory to biology, The Self-Organizing Economy offers a surprising new view of how the economy structures itself in space and time.
Author | : Sven A. Brueckner |
Publisher | : Springer |
Total Pages | : 309 |
Release | : 2005-05-18 |
Genre | : Computers |
ISBN | : 3540319018 |
Download Engineering Self-Organising Systems Book in PDF, Epub and Kindle
Self-organisation, self-regulation, self-repair, and self-maintenance are promising conceptual approaches to deal with the ever increasing complexity of distributed interacting software and information handling systems. Self-organising applications are able to dynamically change their functionality and structure without direct user intervention to respond to changes in requirements and the environment. This book comprises revised and extended papers presented at the International Workshop on Engineering Self-Organising Applications, ESOA 2004, held in New York, NY, USA in July 2004 at AAMAS as well as invited papers from leading researchers. The papers are organized in topical sections on state of the art, synthesis and design methods, self-assembly and robots, stigmergy and related topics, and industrial applications.
Author | : Teuvo Kohonen |
Publisher | : Springer Science & Business Media |
Total Pages | : 372 |
Release | : 2012-12-06 |
Genre | : Science |
ISBN | : 3642976107 |
Download Self-Organizing Maps Book in PDF, Epub and Kindle
The book we have at hand is the fourth monograph I wrote for Springer Verlag. The previous one named "Self-Organization and Associative Mem ory" (Springer Series in Information Sciences, Volume 8) came out in 1984. Since then the self-organizing neural-network algorithms called SOM and LVQ have become very popular, as can be seen from the many works re viewed in Chap. 9. The new results obtained in the past ten years or so have warranted a new monograph. Over these years I have also answered lots of questions; they have influenced the contents of the present book. I hope it would be of some interest and help to the readers if I now first very briefly describe the various phases that led to my present SOM research, and the reasons underlying each new step. I became interested in neural networks around 1960, but could not in terrupt my graduate studies in physics. After I was appointed Professor of Electronics in 1965, it still took some years to organize teaching at the uni versity. In 1968 - 69 I was on leave at the University of Washington, and D. Gabor had just published his convolution-correlation model of autoasso ciative memory. I noticed immediately that there was something not quite right about it: the capacity was very poor and the inherent noise and crosstalk were intolerable. In 1970 I therefore sugge~ted the auto associative correlation matrix memory model, at the same time as J.A. Anderson and K. Nakano.
Author | : Zhou, Zude |
Publisher | : IGI Global |
Total Pages | : 407 |
Release | : 2010-03-31 |
Genre | : Computers |
ISBN | : 1605668656 |
Download Manufacturing Intelligence for Industrial Engineering: Methods for System Self-Organization, Learning, and Adaptation Book in PDF, Epub and Kindle
"This book focuses on the latest innovations in the process of manufacturing in engineering"--Provided by publisher.
Author | : Peter M. Allen |
Publisher | : Routledge |
Total Pages | : 327 |
Release | : 2012-06-25 |
Genre | : Architecture |
ISBN | : 1135301719 |
Download Cities and Regions as Self-Organizing Systems Book in PDF, Epub and Kindle
A clear methodological and philosophical introduction to complexity theory as applied to urban and regional systems is given, together with a detailed series of modelling case studies compiled over the last couple of decades. Based on the new complex systems thinking, mathematical models are developed which attempt to simulate the evolution of towns, cities, and regions and the complicated co-evolutionary interaction there is both between and within them. The aim of these models is to help policy analysis and decision-making in urban and regional planning, energy policy, transport policy, and many other areas of service provision, infrastructure planning, and investment that are necessary for a successful society.