Hierarchical dynamic mathematical structures (models) theory

Hierarchical dynamic mathematical structures (models) theory

Author: Illia Danilishyn

Publisher: Primedia eLaunch LLC

Published: 2024-08-28

Total Pages: 272

ISBN-13:

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New mathematical elements were introduced: Dynamic operator, self-capacity, self-set, hierarchical dynamic structure, dynamic set, self-containment and mathematical apparatus for their use. All this was caused by the need to construct fundamentally new neural networks based on the principles of functioning of the central nervous system of living organisms. Our constructive approach to set theory differs from the construction of constructive sets by A.Mostowski: we construct completely different types of constructive sets. Here, the axiom of regularity (A8) is removed from the axioms of set theory, so we naturally obtain the possibility of using singularities in the form of self-sets, self-elements, which is exactly what we need for new mathematical models for describing complex processes. Our mathematics is unusual for a mathematician, because here the fulcrum is the action, and not the result of the action as in classical mathematics. Therefore, our mathematics is adapted not only to obtain results, but also to directly control actions, which will certainly show its benefits on a fundamentally new type of neural networks with directly parallel calculations, for which it was created. Any action has much greater potential than its result. Significance of the article: in a new qualitatively different approach to the study of complex processes through new mathematical hierarchical parallel dynamic structures, in particular those processes that are dealt with by Synergetics. Our approach is not based on deterministic equations that generate self-organization, which is very difficult to study and gives very small results for a very limited class of problems and does not provide the most important thing - the structure of self-organization. We are just starting from the assumed structure of self-organization, since we are interested not so much in the numerical calculation of this as in the structure of self-organization itself, its formation (construction) for the necessary purposes and its management. Although we are also interested in numerical calculations. Nobel laureates in physics 2023 Ferenc Kraus and his colleagues Pierre Agostini and Anna Lhuillier used a short-pulse laser to generate attosecond pulses of light to study the fuzzy dynamics of electrons in matter. According to our Theory of singularities of the type synthesizing, its action corresponds to singularity , which allows one to reach the upper level of subtle energies to manipulate lower levels. In April 2023, we proposed using a short-pulse laser to achieve the desired goals by a directly parallel neural network. We then proposed the fundamental development of this directly parallel neural network. The significance of our monograph is in the formation of the presumptive mathematical structure of subtle energies, this is being done for the first time in science, and the presumptive classification of the mathematical structures of subtle energies for the first time. The experiments of the 2022 Nobel laureates Asle Ahlen, John Clauser, Anton Zeilinger and the experiments in chemistry Nazhipa Valitov eloquently demonstrate that we are right and that these studies are necessary. Be that as it may, we created classes of new mathematical structures, new fuzzy mathematical singularities, i.e., made a contribution to the development of mathematics.


Encyclopedia of Time

Encyclopedia of Time

Author: Samuel L. Macey

Publisher: Routledge

Published: 2013-04-11

Total Pages: 706

ISBN-13: 113650883X

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In this encyclopedia, some 200 international scholars in 360 articles explore subjects such as physics, archeostronomy, astronomy, mathematics, time's measurements and divisions, as well as covering other scientific and interdisciplinary areas: biology, economics and political science, horology, history, medicine, geography, geology and telecommunications.


Modern Approaches in Forest Ecosystem Modelling

Modern Approaches in Forest Ecosystem Modelling

Author: Oleg G. Chertov

Publisher: BRILL

Published: 2024-01-15

Total Pages: 128

ISBN-13: 9004612572

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A review of modern approaches existing nowadays in ecological modelling of forest ecosystems in boreal and temperate forests. The book contains data on contemporary approaches in intensively developed simulation modelling of forest stands, soils and whole ecosystems as well; an analysis of existing spatial forest models and their significance and development; and a comprehensive discussion of theoretical (analytical) models of forest communities. The idea of a system of forest models for more effective solving of different theoretical and practical problems is also discussed. This work is particularly useful in its critical reviewing of modern achievements in forest ecosystem modelling and its discussion of more promising trends of forest modelling with an increase of their practical significance in the near future.


Mean Field Theories and Dual Variation - Mathematical Structures of the Mesoscopic Model

Mean Field Theories and Dual Variation - Mathematical Structures of the Mesoscopic Model

Author: Takashi Suzuki

Publisher: Springer

Published: 2015-11-19

Total Pages: 450

ISBN-13: 9462391548

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Mean field approximation has been adopted to describe macroscopic phenomena from microscopic overviews. It is still in progress; fluid mechanics, gauge theory, plasma physics, quantum chemistry, mathematical oncology, non-equilibirum thermodynamics. spite of such a wide range of scientific areas that are concerned with the mean field theory, a unified study of its mathematical structure has not been discussed explicitly in the open literature. The benefit of this point of view on nonlinear problems should have significant impact on future research, as will be seen from the underlying features of self-assembly or bottom-up self-organization which is to be illustrated in a unified way. The aim of this book is to formulate the variational and hierarchical aspects of the equations that arise in the mean field theory from macroscopic profiles to microscopic principles, from dynamics to equilibrium, and from biological models to models that arise from chemistry and physics.


The Mathematics Behind Biological Invasions

The Mathematics Behind Biological Invasions

Author: Mark A. Lewis

Publisher: Springer

Published: 2016-05-05

Total Pages: 373

ISBN-13: 3319320432

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This book investigates the mathematical analysis of biological invasions. Unlike purely qualitative treatments of ecology, it draws on mathematical theory and methods, equipping the reader with sharp tools and rigorous methodology. Subjects include invasion dynamics, species interactions, population spread, long-distance dispersal, stochastic effects, risk analysis, and optimal responses to invaders. While based on the theory of dynamical systems, including partial differential equations and integrodifference equations, the book also draws on information theory, machine learning, Monte Carlo methods, optimal control, statistics, and stochastic processes. Applications to real biological invasions are included throughout. Ultimately, the book imparts a powerful principle: that by bringing ecology and mathematics together, researchers can uncover new understanding of, and effective response strategies to, biological invasions. It is suitable for graduate students and established researchers in mathematical ecology.


Geospatial Analysis and Modelling of Urban Structure and Dynamics

Geospatial Analysis and Modelling of Urban Structure and Dynamics

Author: Bin Jiang

Publisher: Springer Science & Business Media

Published: 2010-06-16

Total Pages: 465

ISBN-13: 9048185726

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A Coming of Age: Geospatial Analysis and Modelling in the Early Twenty First Century Forty years ago when spatial analysis first emerged as a distinct theme within geography’s quantitative revolution, the focus was largely on consistent methods for measuring spatial correlation. The concept of spatial au- correlation took pride of place, mirroring concerns in time-series analysis about similar kinds of dependence known to distort the standard probability theory used to derive appropriate statistics. Early applications of spatial correlation tended to reflect geographical patterns expressed as points. The perspective taken on such analytical thinking was founded on induction, the search for pattern in data with a view to suggesting appropriate hypotheses which could subsequently be tested. In parallel but using very different techniques came the development of a more deductive style of analysis based on modelling and thence simulation. Here the focus was on translating prior theory into forms for generating testable predictions whose outcomes could be compared with observations about some system or phenomenon of interest. In the intervening years, spatial analysis has broadened to embrace both inductive and deductive approaches, often combining both in different mixes for the variety of problems to which it is now applied.


Handbook of Structural Equation Modeling

Handbook of Structural Equation Modeling

Author: Rick H. Hoyle

Publisher: Guilford Publications

Published: 2023-02-17

Total Pages: 801

ISBN-13: 1462544649

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"This accessible volume presents both the mechanics of structural equation modeling (SEM) and specific SEM strategies and applications. The editor, along with an international group of contributors, and editorial advisory board are leading methodologists who have organized the book to move from simpler material to more statistically complex modeling approaches. Sections cover the foundations of SEM; statistical underpinnings, from assumptions to model modifications; steps in implementation, from data preparation through writing the SEM report; and basic and advanced applications, including new and emerging topics in SEM. Each chapter provides conceptually oriented descriptions, fully explicated analyses, and engaging examples that reveal modeling possibilities for use with readers' data. Many of the chapters also include access to data and syntax files at the companion website, allowing readers to try their hands at reproducing the authors' results"--


Memory Evolutive Systems; Hierarchy, Emergence, Cognition

Memory Evolutive Systems; Hierarchy, Emergence, Cognition

Author: A C Ehresmann

Publisher: Elsevier

Published: 2007-05-25

Total Pages: 403

ISBN-13: 0080555411

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Memory Evolutive Systems; Hierarchy, Emergence, Cognition provides comprehensive and comprehensible coverage of Memory Evolutive Systems (MEM). Written by the developers of the MEM, the book proposes a mathematical model for autonomous evolutionary systems based on the Category Theory of mathematics. It describes a framework to study and possibly simulate the structure of living systems and their dynamic behavior. This book contributes to understanding the multidisciplinary interfaces between mathematics, cognition, consciousness, biology and the study of complexity. It is organized into three parts. Part A deals with hierarchy and emergence and covers such topics as net of interactions and categories; the binding problem; and complexifications and emergence. Part B is about MEM while Part C discusses MEM applications to cognition and consciousness. The book explores the characteristics of a complex evolutionary system, its differences from inanimate physical systems, and its functioning and evolution in time, from its birth to its death. This book is an ideal reference for researchers, teachers and students in pure mathematics, computer science, cognitive science, study of complexity and systems theory, Category Theory, biological systems theory, and consciousness theory. It would also be of interest to both individuals and institutional libraries. - Comprehensive and comprehensible coverage of Memory Evolutive System - Written by the developers of the Memory Evolutive Systems - Designed to explore the common language between sciences


Computer Aided Systems Theory - EUROCAST 2001

Computer Aided Systems Theory - EUROCAST 2001

Author: Roberto Moreno-Diaz

Publisher: Springer Science & Business Media

Published: 2001-11-28

Total Pages: 680

ISBN-13: 354042959X

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This book constitutes the thoroughly refereed post-proceedings of the 8th International Workshop on Computer Aided Systems Theory, EUROCAST 2001, held in Las Palmas de Gran Canaria, Spain in February 2001. The 48 revised full papers presented together with two invited papers were carefully selected during two rounds of reviewing and revision. The book offers topical sections on computer aided systems theory, mathematical and logical formalisms, information and decision, complexity, neural-like computation, automation and control, computer algebra and automated theorem proving, and functional programming and lambda calculus.


Towards a Service-Based Internet. ServiceWave 2010 Workshops

Towards a Service-Based Internet. ServiceWave 2010 Workshops

Author: Michel Cezon

Publisher: Springer Science & Business Media

Published: 2011-10-12

Total Pages: 231

ISBN-13: 3642227597

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This book constitutes the refereed proceedings of four workshops held in conjunction with the Third European Conference, ServiceWave 2010, held in Ghent, Belgium, in December 2010. The book includes 23 reviewed papers from four workshops that were selected from eight high-quality workshop session proposals. They represent diverse aspects of the theory and practice of service computing, ranging from service engineering to service infrastructures. The workshops are: First Workshop on Optimising Cloud Services (OCS 2010), International Workshop on Emergency Management through Service-Oriented Architectures (EMSOA 2010), First International Workshop on Service Modelling and Representation Techniques (SMART 2010), and From Event-Driven Business Process Management to Ubiquitous Complex Event Processing (EDBPM 2010).