The Engine of Complexity Evolution as Computation by John Mayfield 9780231163040

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Características del artículo

Estado
Aceptable: Libro con un desgaste evidente. La tapa puede tener algunos desperfectos, pero el libro ...
Pages
416
Publication Date
2013-07-09
Book Title
The Engine of Complexity: Evolution as Computation
ISBN
9780231163040
Categoría

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Product Identifiers

Publisher
Columbia University Press
ISBN-10
0231163045
ISBN-13
9780231163040
eBay Product ID (ePID)
150616987

Product Key Features

Number of Pages
416 Pages
Language
English
Publication Name
Engine of Complexity : Evolution As Computation
Subject
Machine Theory, Life Sciences / Biological Diversity, Life Sciences / Evolution, System Theory, Life Sciences / Biology, Complex Analysis
Publication Year
2013
Type
Textbook
Subject Area
Mathematics, Computers, Science
Author
John Mayfield
Format
Hardcover

Dimensions

Item Height
0.1 in
Item Weight
24.1 Oz
Item Length
0.9 in
Item Width
0.6 in

Additional Product Features

Intended Audience
Scholarly & Professional
LCCN
2013-005728
TitleLeading
The
Reviews
Wide ranging, ambitious, and clearly written, John E. Mayfield's The Engine of Complexity shows how information flowing down the ages in genes, thoughts, and words, guided only by the invisible hand of selection, has built everything from beetles and human brains to steam engines, space shuttles, and iPads. It will open your eyes to a different way of seeing the world., John E. Mayfield succeeds beautifully in making computational and biological concepts understandable to the non-expert reader. He suggests we are about to see a sea-change in our thinking with respect to how we view evolution in our society; he may be right, and his book is good reading to ready yourself for this potential change., The Engine of Complexity is a well-written and erudite book of great importance. It promises to be the best single introduction to the informational concept of evolution, all while being clear and easy to read., This is a well-written and erudite book of great importance. It promises to be the best single introduction to the informational concept of evolution, all while being clear and easy to read.
Dewey Edition
23
Grade From
College Graduate Student
Illustrated
Yes
Dewey Decimal
570
Table Of Content
Preface Introduction 1. The Problem How is the Earth different? What is information? What is an evolutionary system? What constitutes scientific understanding? How does computer science fit in? How is purposeful complexity explained by science? 2. Computation What is a computation? What does it mean to manipulate information? How is information defined and measured in computer science? Can great complexity be created by short (i.e., simple) programs? Can physical structure be computed? Why have long programs? 3. Structure for Free If physical processes compute, what and where are the programs? How do we explain a grain of salt? How does a solar system form? How do nonequilibrium structures form? Must structures have permanent parts? Is behavior a form of structure? Can avalanches be simulated in a computer? Whence structure for free? 4. Purposeful Structure What can you get by using instructions that you can''t get for free? Can you get a watch without a watchmaker? How do instructions encoded in DNA specify structures more complicated than single proteins? Can instructions dictate activity? What about ongoing activity? So, exactly how do we define purposeful structure? 5. Improbability and the Engine of Complexity How do order and disorder relate to each other? How do we reconcile great improbability with existence? Where do instructions come from? How do instructions change our view of object probability? Is life the outcome of a computation? 6. Algorithmic Evolution Can computers learn? What are evolutionary algorithms? Can the rules evolve? How can we visualize what is happening during an evolutionary computation? Is randomness necessary for learning? 7. Evolution Within the Body How does the human body form from a single cell? How is the brain wired? Why isn''t the body destroyed by microorganisms? What does copying add to selection? 8. Taking Control of the Cycle Can the engine of complexity accept any form of information? Can variation be controlled? Must selection be natural? Is there any aspect of the cycle that cannot be controlled? 9. Complex Systems What constitutes a complex system? How is an electronic device also a network? What is a biochemical network? What is a genetic network, and what does it do? What is a proteome? What is life? What is a complex adaptive system? 10. Human Learning and Creativity How are we to understand the human mind? Where is the information? How are decisions made? Could our world, and therefore our thoughts, be deterministic? What are some general principles of brain function? What is evolutionary epistemology? What are some current theories? How do we invent? What is the evidence that the engine of complexity plays a major role in brain function? What can we say about the origin of human creativity? 11. Cultural Evolution What is human culture? How do cultures change? How does science work? Economies change, but do they evolve? Do religions evolve? How does the engine of complexity operate in human society? 12. The Evolution of Complexity Can complexity be defined? How is complexity defined by biologists? How do optimization and coevolution fit in? Do resources matter? How does depth figure in? Is there evidence? 13. Past and Present How do engines of complexity get started? What does it mean to be in the middle of a computation? 14. The Future Where is it all going? Are we about to participate in a new implementation of the engine of complexity? Acknowledgments Notes Glossary References Index4
Synopsis
The concepts of evolution and complexity theory have become part of the intellectual ether permeating the life sciences, the social and behavioral sciences, and, more recently, management science and economics. In this book, John E. Mayfield elegantly synthesizes core concepts from multiple disciplines to offer a new approach to understanding how evolution works and how complex organisms, structures, organizations, and social orders can and do arise based on information theory and computational science. Intended for the intellectually adventuresome, this book challenges and rewards readers with a nuanced understanding of evolution and complexity that offers consistent, durable, and coherent explanations for major aspects of our life experiences. Numerous examples throughout the book illustrate evolution and complexity formation in action and highlight the core function of computation lying at the work's heart.
LC Classification Number
QH323.5.M389 2013

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