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Suggested by AntonJ
February 25, 2013 6:26 PM
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Complexity in Chemistry and Beyond: Interplay Theory and Experiment: New and Old Aspects of Complexity in Modern Research

Complexity occurs in biological and synthetic systems alike.  This general phenomenon has been addressed in recent publications by investigators in disciplines ranging from chemistry and biology to psychology and philosophy.  Studies of complexity for molecular scientists have focussed on breaking symmetry, dissipative processes, and emergence.  Investigators in the social and medical sciences have focused on neurophenomenology, cognitive approaches and self-consciousness.  Complexity in both structure and function is inherent in many scientific disciplines of current significance and also in technologies of current importance that are rapidly evolving to address global societal needs.  Several of these multifaceted scientific disciplines are addressed in this book including complexity from the general and philosophical perspective, magnetic phenomena, control of self assembly and function in large multicomponent clusters, application of theory to probe structure and mechanism in highly complex molecular species, and the design of multifunctional nanoscale molecules of value in decontamination and solar fuels research.  Each chapter is both a review and addresses some ongoing challenges, thus each should provide a good preparation for further work in these highly active areas of research endeavour.

 

 

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February 8, 2013 6:55 PM
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In retrospect: On Growth and Form

Like Newton's Principia, D'Arcy Wentworth Thompson's On Growth and Form is a book more often name-checked than read. Both are hefty — Thompson's revised edition in 1942 weighed in at more than 1,000 pages, to the alarm of Cambridge University Press.

And both books stand apart from their age. Each contains ideas ahead of its time, yet seems rooted in earlier traditions. First published in 1917, with the modern synthesis of neo-Darwinian biology two or three decades away and genes still a nascent concept, On Growth and Form looked in some ways archaic by the time the second edition appeared — yet it continues to inspire.

 

In retrospect: On Growth and Form

Philip Ball
Nature 494, 32–33 (07 February 2013)

http://dx.doi.org/10.1038/494032a

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Suggested by AntonJ
February 1, 2013 1:12 PM
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Consensus and Synchronization in Complex Networks (by Ljupco Kocarev)

In this book for the first time two scientific fields - consensus formation and synchronization of communications - are presented together and examined through their interrelational aspects, of rapidly growing importance. Both fields have indeed attracted enormous research interest especially in relation to complex networks.     In networks of dynamic systems (or agents), consensus means to reach an agreement regarding a certain quantity of interest that depends on the state of all dynamical systems (agents). Consensus problems have a long history in control theory and computer sciences, and form the foundation of the field of distributed computing. Synchronization, which defines correlated-in-time behavior between different processes and roots going back to Huygens to the least, is now a highly popular, exciting and rapidly developing topic, with applications ranging from biological networks to mathematical epidemiology, and from processing information in the brain to engineering of communications devices.   The book reviews recent finding in both fields and describes novel approaches to consensus formation, where consensus is realized as an instance of the nonlinear dynamics paradigm of chaos synchronization. The chapters are written by world-known experts in both fields and cover topics ranging from fundaments to various applications of consensus and synchronization.

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Suggested by AntonJ
February 1, 2013 1:11 PM
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Gonna Lay Down My Sword and Shield: A Complexity Perspective on Human Evolution from a Violent Past to a Compassionate Future (by Victor R. D. MacGill)

With poetic insight and scientific understanding, MacGill provides an accessible entrée for the thinking and caring person wishing to make sense of an increasingly complex and apparently chaotic world. MacGill, a Ph.D. student undertaking a research project utilizing complex systems, provides perspective and example to illuminate the emerging realities of our times.

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Suggested by AntonJ
January 15, 2013 2:42 PM
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Spin Glasses and Complexity (Primers in Complex Systems) by Daniel L. Stein, Charles M. Newman

Spin Glasses and Complexity (Primers in Complex Systems)

~ Charles M. Newman (author) More about this product
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Spin glasses are disordered magnetic systems that have led to the development of mathematical tools with an array of real-world applications, from airline scheduling to neural networks. Spin Glasses and Complexity offers the most concise, engaging, and accessible introduction to the subject, fully explaining what spin glasses are, why they are important, and how they are opening up new ways of thinking about complexity.

 

This one-of-a-kind guide to spin glasses begins by explaining the fundamentals of order and symmetry in condensed matter physics and how spin glasses fit into--and modify--this framework. It then explores how spin-glass concepts and ideas have found applications in areas as diverse as computational complexity, biological and artificial neural networks, protein folding, immune response maturation, combinatorial optimization, and social network modeling.

 

Providing an essential overview of the history, science, and growing significance of this exciting field, this book also features a forward-looking discussion of what spin glasses may teach us in the future about complex systems. This is a must-have book for students and practitioners in the natural and social sciences, with new material even for the experts.

 

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Suggested by AntonJ
January 10, 2013 1:42 PM
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The Particle at the End of the Universe: How the Hunt for the Higgs Boson Leads Us to the Edge of a New World (by Sean Carroll)

The Higgs boson is the particle that more than six thousand scientists have been looking for using the Large Hadron Collider, the world’s largest and highest energy particle accelerator, which lies in a tunnel 17 miles in circumference, as deep as 575 feet beneath the Franco-Swiss border near Geneva. It took ten years to build and this search has now cost over $9 billion and required the collaboration of engineers from more than one hundred countries.

What is so special about the Higgs boson? We didn’t really know for sure if anything at the subatomic level had any mass at all until we found it. The fact is, while we have now essentially solved the mass puzzle, there are things we didn’t predict and possibilities we haven’t yet dreamed. A doorway is opening into the mind boggling, somewhat frightening world of dark matter. We only discovered the electron just over a hundred years ago and considering where that took us—from nuclear energy to quantum computing--the inventions that will result from the Higgs discovery will be world-changing.

The Particle at the End of the Universe not only explains the importance of the Higgs boson but also the Large Hadron Collider project itself. Projects this big don’t happen without a certain amount of conniving, dealing, and occasional skullduggery— and Sean Carroll explores it all. This is an irresistible story about the greatest scientific achievement of our time.

 

 

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Suggested by AntonJ
January 10, 2013 1:37 PM
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The Universe Within: Discovering the Common History of Rocks, Planets, and People (by Neil Shubin)

The Universe Within: Discovering the Common History of Rocks, Planets, and People

~ Neil Shubin (author) More about this product
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From one of our finest and most popular science writers, and the best-selling author of Your Inner Fish, comes the answer to a scientific mystery as big as the world itself: How are the events that formed our solar system billions of years ago embedded inside each of us?
 
In Your Inner Fish, Neil Shubin delved into the amazing connections between human bodies—our hands, heads, and jaws—and the structures in fish and worms that lived hundreds of millions of years ago. In The Universe Within, with his trademark clarity and exuberance, Shubin takes an even more expansive approach to the question of why we look the way we do. Starting once again with fossils, he turns his gaze skyward, showing us how the entirety of the universe’s fourteen-billion-year history can be seen in our bodies. As he moves from our very molecular composition (a result of stellar events at the origin of our solar system) through the workings of our eyes, Shubin makes clear how the evolution of the cosmos has profoundly marked our own bodies.

 

 

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Suggested by AntonJ
December 26, 2012 10:07 AM
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Dynamical Processes on Complex Networks (by Alain Barrat, Marc Barthélemy, Alessandro Vespignani)

Dynamical Processes on Complex Networks

~ Alessandro Vespignani (author) More about this product
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The availability of large data sets have allowed researchers to uncover complex properties such as large scale fluctuations and heterogeneities in many networks which have lead to the breakdown of standard theoretical frameworks and models. Until recently these systems were considered as haphazard sets of points and connections. Recent advances have generated a vigorous research effort in understanding the effect of complex connectivity patterns on dynamical phenomena. For example, a vast number of everyday systems, from the brain to ecosystems, power grids and the Internet, can be represented as large complex networks. This new and recent account presents a comprehensive explanation of these effects.

 

Phillip Trotter's curator insight, January 5, 2013 6:37 AM

Defniitely one for the reading list.

Suggested by AntonJ
December 26, 2012 10:06 AM
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Fractal Physiology and Chaos in Medicine: 2nd Edition by Bruce J West

This exceptional book is concerned with the application of fractals and chaos, as well as other concepts from nonlinear dynamics to biomedical phenomena. Herein we seek to communicate the excitement being experienced by scientists upon making application of these concepts within the life sciences. Mathematical concepts are introduced using biomedical data sets and the phenomena being explained take precedence over the mathematics. In this new edition what has withstood the test of time has been updated and modernized; speculations that were not borne out have been expunged and the breakthroughs that have occurred in the intervening years are emphasized. The book provides a comprehensive overview of a nascent theory of medicine, including a new chapter on the theory of complex networks as they pertain to medicine.

 

 

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Suggested by AntonJ
December 26, 2012 10:03 AM
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Chaos and Complexity Theory for Management: Nonlinear Dynamics by Santo Banerjee

Although chaos theory refers to the existence between seemingly random events, it has been gaining the attention of science, technology and managements fields. The shift from traditional procedures to the dynamics of chaos and complexity theory has resulted in a new element of complexity thinking, allowing for a greater capability for analyzing and understanding key business processes.

This book explores chaos and complexity theory and its relationship with the understanding of natural chaos in the business environment. Utilizing these theories aids in comprehending the development of businesses as a complex adaptive system.

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Rescooped by Complexity Digest from FuturICT Books
December 17, 2012 2:15 PM
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Modelling and Optimisation of Flows on Networks - Springer

Modelling and Optimisation of Flows on Networks - Springer | CxBooks | Scoop.it

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December 4, 2012 4:33 PM
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Antifragile: Things That Gain from Disorder: Nassim Nicholas Taleb

Antifragile: Things That Gain from Disorder

~ Nassim Nicholas Taleb (author) More about this product
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Nassim Nicholas Taleb, the bestselling author of The Black Swan and one of the foremost thinkers of our time, reveals how to thrive in an uncertain world.

Just as human bones get stronger when subjected to stress and tension, and rumors or riots intensify when someone tries to repress them, many things in life benefit from stress, disorder, volatility, and turmoil. What Taleb has identified and calls “antifragile” is that category of things that not only gain from chaos but need it in order to survive and flourish.

In The Black Swan, Taleb showed us that highly improbable and unpredictable events underlie almost everything about our world. In Antifragile, Taleb stands uncertainty on its head, making it desirable, even necessary, and proposes that things be built in an antifragile manner. The antifragile is beyond the resilient or robust. The resilient resists shocks and stays the same; the antifragile gets better and better.

Walter Stickle's curator insight, December 14, 2012 10:14 AM

Despite the fact the the writing is deliberately provocative, carelessly dogmatic and typically lacking in rigour... the books central thesis is both highly important and almost completely lacking in our culture's worldview.  Read it!

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November 21, 2012 12:28 PM
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Computer science: Virtually there

In On Computing, Paul Rosenbloom examines the case for computing to enter the pantheon of great scientific domains alongside the physical, biological and social sciences. The centenary year of computing pioneer Alan Turing's birth seems a fitting moment to put the idea to the test.

 

The study of computing, dated from Turing's work, is only about 80 years old. It is variously claimed by engineering, physics, mathematics, linguistics and psychology — or seen merely as a supporting technology whose academic roots are irrelevant. Despite this, computing has arguably made more, and deeper, inroads into the daily life of humanity during the past 50 years than any other academic discipline, underlying a series of life-changing products. Imagine life today without mobile-phone networks, the Internet or medical imaging.

 

On Computing — The Fourth Great Scientific Domain
Paul S. Rosenbloom MIT Press: 2012. 312 pp. $35, £24.95)

http://tinyurl.com/beaog6c

 

Computer science: Virtually there

John Gilbey
Nature 491, 331 (15 November 2012)

http://dx.doi.org/10.1038/491331a

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Suggested by AntonJ
February 25, 2013 6:26 PM
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Complex Human Dynamics: From Mind to Societies (by Andrzej Nowak et al.)

This book, edited and authored by a closely collaborating network of social scientists and psychologists, recasts typical research topics in these fields into the language of nonlinear, dynamic and complex systems. The aim is to provide scientists with different backgrounds - physics, applied mathematics and computer sciences - with the opportunity to apply the tools of their trade to an altogether new range of possible applications. At the same time, this book will serve as a first reference for a new generation of social scientists and psychologists wishing to familiarize themselves with the new methodology and the "thinking in complexity".

 

 

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Suggested by AntonJ
February 1, 2013 1:12 PM
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Abundance: The Future Is Better Than You Think (by Peter H. Diamandis, Steven Kotler)

Abundance: The Future Is Better Than You Think

~ Steven Kotler (author) More about this product
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We will soon be able to meet and exceed the basic needs of every man, woman and child on the planet. Abundance for all is within our grasp. This bold, contrarian view, backed up by exhaustive research, introduces our near-term future, where exponentially growing technologies and three other powerful forces are conspiring to better the lives of billions. An antidote to pessimism by tech entrepreneur turned philanthropist, Peter H. Diamandis and award-winning science writer Steven Kotler. 

Since the dawn of humanity, a privileged few have lived in stark contrast to the hardscrabble majority. Conventional wisdom says this gap cannot be closed. But it is closing—fast. The authors document how four forces—exponential technologies, the DIY innovator, the Technophilanthropist, and the Rising Billion—are conspiring to solve our biggest problems. Abundance establishes hard targets for change and lays out a strategic roadmap for governments, industry and entrepreneurs, giving us plenty of reason for optimism.

Examining human need by category—water, food, energy, healthcare, education, freedom—Diamandis and Kotler introduce dozens of innovators making great strides in each area: Larry Page, Steven Hawking, Dean Kamen, Daniel Kahneman, Elon Musk, Bill Joy, Stewart Brand, Jeff Skoll, Ray Kurzweil, Ratan Tata, Craig Venter, among many, many others. 

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Suggested by AntonJ
February 1, 2013 1:12 PM
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Complexity Thinking in Physical Education: Reframing Curriculum, Pedagogy and Research (by Alan Ovens et al.)

In the past two decades, complexity thinking has emerged as an important theoretical response to the limitations of orthodox ways of understanding educational phenomena. Complexity provides ways of understanding that embrace uncertainty, non-linearity and the inevitable ‘messiness’ that is inherent in educational settings, paying attention to the ways in which the whole is greater than the sum of its parts. This is the first book to focus on complexity thinking in the context of physical education, enabling fresh ways of thinking about research, teaching, curriculum and learning.

 

Written by a team of leading international physical education scholars, the book highlights how the considerable theoretical promise of complexity can be reflected in the actual policies, pedagogies and practices of physical education. It encourages teachers, educators and researchers to embrace notions of learning that are more organic and emergent, to allow the inherent complexity of pedagogical work in PE to be examined more broadly and inclusively. In doing so, Complexity Thinking in Physical Education makes a major contribution to our understanding of pedagogy, curriculum design and development, human movement and educational practice.

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Suggested by AntonJ
January 15, 2013 2:43 PM
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Unsimple Truths: Science, Complexity, and Policy (by Sandra D. Mitchell)

Unsimple Truths: Science, Complexity, and Policy

~ Sandra D. Mitchell (author) More about this product
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The world is complex, but acknowledging its complexity requires an appreciation for the many roles context plays in shaping natural phenomena. In Unsimple Truths, Sandra Mitchell argues that the long-standing scientific and philosophical deference to reductive explanations founded on simple universal laws, linear causal models, and predict-and-act strategies fails to accommodate the kinds of knowledge that many contemporary sciences are providing about the world. She advocates, instead, for a new understanding that represents the rich, variegated, interdependent fabric of many levels and kinds of explanation that are integrated with one another to ground effective prediction and action.

Mitchell draws from diverse fields including psychiatry, social insect biology, and studies of climate change to defend “integrative pluralism”—a theory of scientific practices that makes sense of how many natural and social sciences represent the multi-level, multi-component, dynamic structures they study. She explains how we must, in light of the now-acknowledged complexity and contingency of biological and social systems, revise how we conceptualize the world, how we investigate the world, and how we act in the world. Ultimately Unsimple Truths argues that the very idea of what should count as legitimate science itself should change.

 

Phillip Trotter's curator insight, January 22, 2013 6:21 PM

Certainly one for the reading list...

Alessandro Cerboni's curator insight, January 23, 2013 2:23 AM

add your insight...

Suggested by AntonJ
January 10, 2013 1:42 PM
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Life's Ratchet: How Molecular Machines Extract Order from Chaos (by Peter M. Hoffmann)

Life's Ratchet: How Molecular Machines Extract Order from Chaos

~ Peter M. Hoffmann (author) More about this product
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Life is an enduring mystery. Yet, science tells us that living beings are merely sophisticated structures of lifeless molecules. If this view is correct, where do the seemingly purposeful motions of cells and organisms originate? In Life’s Ratchet, physicist Peter M. Hoffmann locates the answer to this age-old question at the nanoscale.

Below the calm, ordered exterior of a living organism lies microscopic chaos, or what Hoffmann calls the molecular storm—specialized molecules immersed in a whirlwind of colliding water molecules. Our cells are filled with molecular machines, which, like tiny ratchets, transform random motion into ordered activity, and create the “purpose” that is the hallmark of life. Tiny electrical motors turn electrical voltage into motion, nanoscale factories custom-build other molecular machines, and mechanical machines twist, untwist, separate and package strands of DNA. The cell is like a city—an unfathomable, complex collection of molecular workers working together to create something greater than themselves.

Life, Hoffman argues, emerges from the random motions of atoms filtered through these sophisticated structures of our evolved machinery. We are agglomerations of interacting nanoscale machines more amazing than anything in science fiction. Rather than relying on some mysterious “life force” to drive them—as people believed for centuries—life’s ratchets harness instead the second law of thermodynamics and the disorder of the molecular storm.

 

 

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Suggested by AntonJ
January 10, 2013 1:41 PM
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The Physics of Wall Street: A Brief History of Predicting the Unpredictable (by James Owen Weatherall)

The Physics of Wall Street: A Brief History of Predicting the Unpredictable

~ James Owen Weatherall (author) More about this product
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After the economic meltdown of 2008, Warren Buffett famously warned, “beware of geeks bearing formulas.” But as James Weatherall demonstrates, not all geeks are created equal. While many of the mathematicians and software engineers on Wall Street failed when their abstractions turned ugly in practice, a special breed of physicists has a much deeper history of revolutionizing finance. Taking us from fin-de-siècle Paris to Rat Pack-era Las Vegas, from wartime government labs to Yippie communes on the Pacific coast, Weatherall shows how physicists successfully brought their science to bear on some of the thorniest problems in economics, from options pricing to bubbles.

The crisis was partly a failure of mathematical modeling. But even more, it was a failure of some very sophisticated financial institutions to think like physicists. Models—whether in science or finance—have limitations; they break down under certain conditions. And in 2008, sophisticated models fell into the hands of people who didn’t understand their purpose, and didn’t care. It was a catastrophic misuse of science.

The solution, however, is not to give up on models; it's to make them better. Weatherall reveals the people and ideas on the cusp of a new era in finance. We see a geophysicist use a model designed for earthquakes to predict a massive stock market crash. We discover a physicist-run hedge fund that earned 2,478.6% over the course of the 1990s. And we see how an obscure idea from quantum theory might soon be used to create a far more accurate Consumer Price Index.

 

 

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Suggested by AntonJ
January 10, 2013 1:37 PM
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How to Create a Mind: The Secret of Human Thought Revealed (by Ray Kurzweil)

How to Create a Mind: The Secret of Human Thought Revealed

~ Ray Kurzweil (author) More about this product
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Ray Kurzweil is arguably today’s most influential—and often controversial—futurist. In How to Create a Mind, Kurzweil presents a provocative exploration of the most important project in human-machine civilization—reverse engineering the brain to understand precisely how it works and using that knowledge to create even more intelligent machines.

Kurzweil discusses how the brain functions, how the mind emerges from the brain, and the implications of vastly increasing the powers of our intelligence in addressing the world’s problems. He thoughtfully examines emotional and moral intelligence and the origins of consciousness and envisions the radical possibilities of our merging with the intelligent technology we are creating.

 

 

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Suggested by AntonJ
December 26, 2012 10:07 AM
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The Science of Consequences: How They Affect Genes, Change the Brain, and Impact Our World (by Susan M. Schneider)

The Science of Consequences: How They Affect Genes, Change the Brain, and Impact Our World

~ Susan M. Schneider (author) More about this product
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Actions have consequences—and the ability to learn from them revolutionized life on earth. It comes in quite handy for everyday life too. While it's easy enough to see that consequences are important, few have heard there's a science of consequences, with principles that affect us every day and applications everywhere—at home, at work, at school. Despite their variety, consequences appear to follow a common set of scientific principles and share some similar effects in the brain (such as the so-called pleasure centers).

Further, scientists have demonstrated that learning from consequences predictably activates genes and restructures the neural configuration of the brain-in humans as well as in animals. Consequences are an integral part of the nature-and-nurture system. In The Science of Consequences, Susan M. Schneider, an internationally recognized biopsychologist, draws together research lines from many scientific fields to tell the story of how something so deceptively simple can help make sense of so much.

 

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Suggested by AntonJ
December 26, 2012 10:05 AM
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From Strange Simplicity to Complex Familiarity: A Treatise on Matter, Information, Life and Thought by Manfred Eigen

From Strange Simplicity to Complex Familiarity: A Treatise on Matter, Information, Life and Thought

~ Manfred Eigen (author) More about this product
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This book presents a vivid argument for the almost lost idea of a unity of all natural sciences. It starts with the "strange" physics of matter, including particle physics, atomic physics and quantum mechanics, cosmology, relativity and their consequences (Chapter I), and it continues by describing the properties of material systems that are best understood by statistical and phase-space concepts (Chapter II). These lead to entropy and to the classical picture of quantitative information, initially devoid of value and meaning (Chapter III). Finally, "information space" and dynamics within it are introduced as a basis for semantics (Chapter IV), leading to an exploration of life and thought as new problems in physics (Chapter V).

Dynamic equations - again of a strange (but very general) nature - bring about the complex familiarity of the world we live in. Surprising new results in the life sciences open our eyes to the richness of physical thought, and they show us what can and what cannot be explained by a Darwinian approach. The abstract physical approach is applicable to the origins of life, of meaningful information and even of our universe.

 

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Rescooped by Complexity Digest from Research Interests
December 26, 2012 9:54 AM
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Walkable City - Sustainable Cities Collective

Walkable City - Sustainable Cities Collective | CxBooks | Scoop.it

Jeff Speck's new book, Walkable City: How Downtown Can Save America, One Step at a Time, is worth a read for its acerbic wit, alone. The author fits a remarkable collection of data and anecdotal evidence from his long ...


Via Ines Amaral
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December 14, 2012 3:28 PM
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Boldly Going Beyond Mathematics

For one thing, complex systems do not easily lend themselves to analysis, the process of taking apart a system and examining its components individually. If taken apart, many complex systems lose precisely the character that makes them complex. The essence of these systems, then, seems to lie not in the nature of their components but in how the components interact—across different hierarchies, in synergistic and antagonistic manners. The agents within these systems are heterogeneous (think participants in a market economy or molecules within a cell), and their behavior is influenced by the type and quantity of other agents nearby. Such systems defy description with the traditional tool of theory builders: mathematics. Instead, they must be modeled by taking into account the rules of interaction, the natures of the agents, and the way the agents, rules, and ultimately whole systems came about. In his Signals and Boundaries: Building Blocks for Complex Adaptive Systems, John Holland proposes that computational modeling is the appropriate tool not only for describing but, fundamentally, for understanding such systems. In particular, he argues that this modeling approach is in no way inferior to a mathematical one. Rather, he advocates that the computational modeling of signal-boundary systems (which I will describe in more detail below) goes where mathematics cannot go while being no less rigorous, no less exact.

Boldly Going Beyond Mathematics
Christoph Adami
Science 14 December 2012:
Vol. 338 no. 6113 pp. 1421-1422
http://dx.doi.org/10.1126/science.1230587

Signals and Boundaries: Building Blocks for Complex Adaptive Systems
John H. Holland
http://tinyurl.com/cvk3t6u
Phillip Trotter's curator insight, January 5, 2013 8:50 AM

Good review of a great book.

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December 3, 2012 11:42 AM
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Philosophy of Complex Systems

Philosophy of Complex Systems | CxBooks | Scoop.it

The domain of nonlinear dynamical systems and its mathematical underpinnings has been developing exponentially for a century, the last 35 years seeing an outpouring of new ideas and applications and a concomitant confluence with ideas of complex systems and their applications from irreversible thermodynamics. A few examples are in meteorology, ecological dynamics, and social and economic dynamics. These new ideas have profound implications for our understanding and practice in domains involving complexity, predictability and determinism, equilibrium, control, planning, individuality, responsibility and so on.

Our intention is to draw together in this volume, we believe for the first time, a comprehensive picture of the manifold philosophically interesting impacts of recent developments in understanding nonlinear systems and the unique aspects of their complexity. The book will focus specifically on the philosophical concepts, principles, judgments and problems distinctly raised by work in the domain of complex nonlinear dynamical systems, especially in recent years.

 

Philosophy of Complex Systems

Edited by Cliff Hooker

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