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Natural Complexity

Natural Complexity
Author: Paul Charbonneau
Publisher: Princeton University Press
Total Pages: 376
Release: 2017-05-16
Genre: Science
ISBN: 1400885493

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This book provides a short, hands-on introduction to the science of complexity using simple computational models of natural complex systems—with models and exercises drawn from physics, chemistry, geology, and biology. By working through the models and engaging in additional computational explorations suggested at the end of each chapter, readers very quickly develop an understanding of how complex structures and behaviors can emerge in natural phenomena as diverse as avalanches, forest fires, earthquakes, chemical reactions, animal flocks, and epidemic diseases. Natural Complexity provides the necessary topical background, complete source codes in Python, and detailed explanations for all computational models. Ideal for undergraduates, beginning graduate students, and researchers in the physical and natural sciences, this unique handbook requires no advanced mathematical knowledge or programming skills and is suitable for self-learners with a working knowledge of precalculus and high-school physics. Self-contained and accessible, Natural Complexity enables readers to identify and quantify common underlying structural and dynamical patterns shared by the various systems and phenomena it examines, so that they can form their own answers to the questions of what natural complexity is and how it arises.


Computational Complexity and Natural Language

Computational Complexity and Natural Language
Author: G. Edward Barton
Publisher: Bradford Books
Total Pages: 350
Release: 1987
Genre: Psychology
ISBN: 9780262524056

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A nontechnical introduction to complexity theory: its strengths, its weaknesses, and how it can be used to study grammars.


The Evolution of Complexity by Means of Natural Selection

The Evolution of Complexity by Means of Natural Selection
Author: John Tyler Bonner
Publisher: Princeton University Press
Total Pages: 276
Release: 2020-12-08
Genre: Science
ISBN: 0691222118

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John Tyler Bonner makes a new attack on an old problem: the question of how progressive increase in the size and complexity of animals and plants has occurred. "How is it," he inquires, "that an egg turns into an elaborate adult? How is it that a bacterium, given many millions of years, could have evolved into an elephant?" The author argues that we can understand this progression in terms of natural selection, but that in order to do so we must consider the role of development--or more precisely the role of life cycles--in evolutionary change. In a lively writing style that will be familiar to readers of his work The Evolution of Culture in Animals (Princeton, 1980), Bonner addresses a general audience interested in biology, as well as specialists in all areas of evolutionary biology. What is novel in the approach used here is the comparison of complexity inside the organism (especially cell differentiation) with the complexity outside (that is, within an ecological community). Matters of size at both these levels are closely related to complexity. The book shows how an understanding of the grand course of evolution can come from combining our knowledge of genetics, development, ecology, and even behavior.


Complexity and the Function of Mind in Nature

Complexity and the Function of Mind in Nature
Author: Peter Godfrey-Smith
Publisher: Cambridge University Press
Total Pages: 332
Release: 1998-09-28
Genre: Philosophy
ISBN: 9780521646246

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This book explains the relationship between intelligence and environmental complexity, and in so doing links philosophy of mind to more general issues about the relations between organisms and environments, and to the general pattern of 'externalist' explanations. The author provides a biological approach to the investigation of mind and cognition in nature. In particular he explores the idea that the function of cognition is to enable agents to deal with environmental complexity. The history of the idea in the work of Dewey and Spencer is considered, as is the impact of recent evolutionary theory on our understanding of the place of mind in nature.


The Formal Complexity of Natural Language

The Formal Complexity of Natural Language
Author: W.J. Savitch
Publisher: Springer Science & Business Media
Total Pages: 462
Release: 2012-12-06
Genre: Computers
ISBN: 9400934017

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Ever since Chomsky laid the framework for a mathematically formal theory of syntax, two classes of formal models have held wide appeal. The finite state model offered simplicity. At the opposite extreme numerous very powerful models, most notable transformational grammar, offered generality. As soon as this mathematical framework was laid, devastating arguments were given by Chomsky and others indicating that the finite state model was woefully inadequate for the syntax of natural language. In response, the completely general transformational grammar model was advanced as a suitable vehicle for capturing the description of natural language syntax. While transformational grammar seems likely to be adequate to the task, many researchers have advanced the argument that it is "too adequate. " A now classic result of Peters and Ritchie shows that the model of transformational grammar given in Chomsky's Aspects [IJ is powerful indeed. So powerful as to allow it to describe any recursively enumerable set. In other words it can describe the syntax of any language that is describable by any algorithmic process whatsoever. This situation led many researchers to reasses the claim that natural languages are included in the class of transformational grammar languages. The conclu sion that many reached is that the claim is void of content, since, in their view, it says little more than that natural language syntax is doable algo rithmically and, in the framework of modern linguistics, psychology or neuroscience, that is axiomatic.


Embracing Complexity in the Built Environment

Embracing Complexity in the Built Environment
Author: Halim A. Boussabaine
Publisher: Earthscan
Total Pages: 73
Release: 2008
Genre: Architectural design
ISBN: 1844076407

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First Published in 2008. Routledge is an imprint of Taylor & Francis, an informa company.


From Complexity in the Natural Sciences to Complexity in Operations Management Systems

From Complexity in the Natural Sciences to Complexity in Operations Management Systems
Author: Jean-Pierre Briffaut
Publisher: John Wiley & Sons
Total Pages: 238
Release: 2019-04-09
Genre: Technology & Engineering
ISBN: 1119610826

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Although complexity makes up the very fabric of our daily lives and has been more or less addressed in a wide variety of knowledge fields, the approaches developed in the Natural Sciences and the results obtained over the past century have not yet permeated Management Sciences very much. The main features of the phenomena that the Natural Sciences deal with are: non-linear behavior, self-organization and chaos. They are analyzed with the framing of what is called “systems thinking”, popularized by the mindset pertaining to cybernetics. All pioneers in systems thinking either had direct or indirect connections with Biology, which is the discipline considered complex par excellence by the public. When applying these concepts to Operations Management Systems and modeling organizations by BDI (Beliefs, Desires, Intentions) agents, the lack of predictability in the conduct of change management that is prone to bifurcations (tipping points) in terms of organizational structures and in forecasting future activities, reveals them to be ingrained in the interplay of complexity and chaos.


Nonlinearity, Chaos, and Complexity

Nonlinearity, Chaos, and Complexity
Author: Cristoforo Sergio Bertuglia
Publisher: OUP Oxford
Total Pages: 402
Release: 2005-05-12
Genre: Mathematics
ISBN: 0191524441

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Covering a broad range of topics, this text provides a comprehensive survey of the modelling of chaotic dynamics and complexity in the natural and social sciences. Its attention to models in both the physical and social sciences and the detailed philosophical approach make this an unique text in the midst of many current books on chaos and complexity. Part 1 deals with the mathematical model as an instrument of investigation. The general meaning of modelling and, more specifically, questions concerning linear modelling are discussed. Part 2 deals with the theme of chaos and the origin of chaotic dynamics. Part 3 deals with the theme of complexity: a property of the systems and of their models which is intermediate between stability and chaos. Including an extensive index and bibliography along with numerous examples and simplified models, this is an ideal course text.


Complexity Economics for Environmental Governance

Complexity Economics for Environmental Governance
Author: Jean-François Mercure
Publisher: Cambridge University Press
Total Pages: 489
Release: 2022-11-30
Genre: Business & Economics
ISBN: 1108428827

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This book redesigns environmental governance for a sustainability transition, helping academics and decision-makers truly understand the socio-economic impacts of policy.


Complexity Theory Retrospective

Complexity Theory Retrospective
Author: Alan L. Selman
Publisher: Springer Science & Business Media
Total Pages: 242
Release: 2012-12-06
Genre: Computers
ISBN: 1461244781

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In 1965 Juris Hartmanis and Richard E. Stearns published a paper "On the Computational Complexity of Algorithms". The field of complexity theory takes its name from this seminal paper and many of the major concepts and issues of complexity theory were introduced by Hartmanis in subsequent work. In honor of the contribution of Juris Hartmanis to the field of complexity theory, a special session of invited talks by Richard E. Stearns, Allan Borodin and Paul Young was held at the third annual meeting of the Structure in Complexity conference, and the first three chapters of this book are the final versions of these talks. They recall intellectual and professional trends in Hartmanis' contributions. All but one of the remainder of the chapters in this volume originated as a presentation at one of the recent meetings of the Structure in Complexity Theory Conference and appeared in preliminary form in the conference proceedings. In all, these expositions form an excellent description of much of contemporary complexity theory.