Think Complexity

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Think Complexity, 2nd Edition

Allen Downey
Think Complexity 2nd Edition Book PDF

Author : Allen Downey
Publisher : Unknown
Page : 198 pages
File Size : 41,9 Mb
Release : 2018
Category : Mathematics
ISBN : OCLC:1102388282

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Think Complexity, 2nd Edition by Allen Downey Pdf

Complexity science uses computation to explore the physical and social sciences. In Think Complexity, you'll use graphs, cellular automata, and agent-based models to study topics in physics, biology, and economics. Whether you're an intermediate-level Python programmer or a student of computational modeling, you'll delve into examples of complex systems through a series of worked examples, exercises, case studies, and easy-to-understand explanations. In this updated second edition, you will: Work with NumPy arrays and SciPy methods, including basic signal processing and Fast Fourier Transform Study abstract models of complex physical systems, including power laws, fractals and pink noise, and Turing machines Get Jupyter notebooks filled with starter code and solutions to help you re-implement and extend original experiments in complexity; and models of computation like Turmites, Turing machines, and cellular automata Explore the philosophy of science, including the nature of scientific laws, theory choice, and realism and instrumentalism Ideal as a text for a course on computational modeling in Python, Think Complexity also helps self-learners gain valuable experience with topics and ideas they might not encounter otherwise.

Think Complexity

Allen Downey
Think Complexity Book PDF

Author : Allen Downey
Publisher : "O'Reilly Media, Inc."
Page : 159 pages
File Size : 43,8 Mb
Release : 2012-03-02
Category : Computers
ISBN : 9781449314637

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Think Complexity by Allen Downey Pdf

Dive into Python's advanced possibilities, including algorithm analysis, graphs, scale-free networks, and cellular automata with this in-depth, hands-on guide.

Think Complexity

Allen B. Downey
Think Complexity Book PDF

Author : Allen B. Downey
Publisher : "O'Reilly Media, Inc."
Page : 159 pages
File Size : 41,9 Mb
Release : 2012-02-23
Category : Computers
ISBN : 9781449331696

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Think Complexity by Allen B. Downey Pdf

Expand your Python skills by working with data structures and algorithms in a refreshing context—through an eye-opening exploration of complexity science. Whether you’re an intermediate-level Python programmer or a student of computational modeling, you’ll delve into examples of complex systems through a series of exercises, case studies, and easy-to-understand explanations. You’ll work with graphs, algorithm analysis, scale-free networks, and cellular automata, using advanced features that make Python such a powerful language. Ideal as a text for courses on Python programming and algorithms, Think Complexity will also help self-learners gain valuable experience with topics and ideas they might not encounter otherwise. Work with NumPy arrays and SciPy methods, basic signal processing and Fast Fourier Transform, and hash tables Study abstract models of complex physical systems, including power laws, fractals and pink noise, and Turing machines Get starter code and solutions to help you re-implement and extend original experiments in complexity Explore the philosophy of science, including the nature of scientific laws, theory choice, realism and instrumentalism, and other topics Examine case studies of complex systems submitted by students and readers

New Thinking in Complexity for the Social Sciences and Humanities

Ton Jörg
New Thinking in Complexity for the Social Sciences and Humanities Book PDF

Author : Ton Jörg
Publisher : Springer Science & Business Media
Page : 321 pages
File Size : 44,7 Mb
Release : 2011-08-09
Category : Social Science
ISBN : 9400713037

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New Thinking in Complexity for the Social Sciences and Humanities by Ton Jörg Pdf

The underlying idea and motive for the book is that the notion of complexity may humanize the social sciences, may conceive the complex human being as more human, and turn reality as assumed in our doing social science into a more complex, that is a richer reality for all. The main focus of this book is on new thinking in complexity, with complexity to be taken as derived from the Latin word complexus: ‘that which is interwoven.’ The trans-disciplinary approach advocated here will be trans-disciplinary in two ways: firstly, by going beyond the separate disciplines within the fields of both natural sciences and social sciences, and, secondly, by going beyond the separate cultures of the natural sciences and of the social sciences and humanities.

Complexity

M. Mitchell Waldrop
Complexity Book PDF

Author : M. Mitchell Waldrop
Publisher : Open Road Media
Page : 492 pages
File Size : 46,9 Mb
Release : 2019-10-01
Category : Science
ISBN : 9781504059145

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Complexity by M. Mitchell Waldrop Pdf

“If you liked Chaos, you’ll love Complexity. Waldrop creates the most exciting intellectual adventure story of the year” (The Washington Post). In a rarified world of scientific research, a revolution has been brewing. Its activists are not anarchists, but rather Nobel Laureates in physics and economics and pony-tailed graduates, mathematicians, and computer scientists from all over the world. They have formed an iconoclastic think-tank and their radical idea is to create a new science: complexity. They want to know how a primordial soup of simple molecules managed to turn itself into the first living cell—and what the origin of life some four billion years ago can tell us about the process of technological innovation today. This book is their story—the story of how they have tried to forge what they like to call the science of the twenty-first century. “Lucidly shows physicists, biologists, computer scientists and economists swapping metaphors and reveling in the sense that epochal discoveries are just around the corner . . . [Waldrop] has a special talent for relaying the exhilaration of moments of intellectual insight.” —The New York Times Book Review “Where I enjoyed the book was when it dove into the actual question of complexity, talking about complex systems in economics, biology, genetics, computer modeling, and so on. Snippets of rare beauty here and there almost took your breath away.” —Medium “[Waldrop] provides a good grounding of what may indeed be the first flowering of a new science.” —Publishers Weekly

Think Complexity

Allen Downey
Think Complexity Book PDF

Author : Allen Downey
Publisher : "O'Reilly Media, Inc."
Page : 200 pages
File Size : 44,5 Mb
Release : 2018-07-11
Category : Computers
ISBN : 9781492040156

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Think Complexity by Allen Downey Pdf

Complexity science uses computation to explore the physical and social sciences. In Think Complexity, you’ll use graphs, cellular automata, and agent-based models to study topics in physics, biology, and economics. Whether you’re an intermediate-level Python programmer or a student of computational modeling, you’ll delve into examples of complex systems through a series of worked examples, exercises, case studies, and easy-to-understand explanations. In this updated second edition, you will: Work with NumPy arrays and SciPy methods, including basic signal processing and Fast Fourier Transform Study abstract models of complex physical systems, including power laws, fractals and pink noise, and Turing machines Get Jupyter notebooks filled with starter code and solutions to help you re-implement and extend original experiments in complexity; and models of computation like Turmites, Turing machines, and cellular automata Explore the philosophy of science, including the nature of scientific laws, theory choice, and realism and instrumentalism Ideal as a text for a course on computational modeling in Python, Think Complexity also helps self-learners gain valuable experience with topics and ideas they might not encounter otherwise.

Systems Thinking

Jamshid Gharajedaghi
Systems Thinking Book PDF

Author : Jamshid Gharajedaghi
Publisher : Elsevier
Page : 376 pages
File Size : 46,5 Mb
Release : 2011-08-09
Category : Computers
ISBN : 0123859166

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Systems Thinking by Jamshid Gharajedaghi Pdf

Systems Thinking, Third Edition combines systems theory and interactive design to provide an operational methodology for defining problems and designing solutions in an environment increasingly characterized by chaos and complexity. This new edition has been updated to include all new chapters on self-organizing systems as well as holistic, operational, and design thinking. The book covers recent crises in financial systems and job markets, the housing bubble, and environment, assessing their impact on systems thinking. A companion website is available at interactdesign.com. This volume is ideal for senior executives as well as for chief information/operating officers and other executives charged with systems management and process improvement. It may also be a helpful resource for IT/MBA students and academics. Four NEW chapters on self-organizing systems, holistic thinking, operational thinking, and design thinking Covers the recent crises in financial systems and job markets globally, the housing bubble, and the environment, assessing their impact on systems thinking Companion website to accompany the book is available at interactdesign.com

Embracing Complexity

Jean G. Boulton,Peter Murray Allen,Cliff Bowman
Embracing Complexity Book PDF

Author : Jean G. Boulton,Peter Murray Allen,Cliff Bowman
Publisher : Unknown
Page : 282 pages
File Size : 51,8 Mb
Release : 2015
Category : Complexity
ISBN : 9780199565252

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Embracing Complexity by Jean G. Boulton,Peter Murray Allen,Cliff Bowman Pdf

The book describes what it means to say the world is complex and explores what that means for managers, policy makers and individuals. The first part of the book is about the theory and ideas of complexity. This is explained in a way that is thorough but not mathematical. It compares differing approaches, and also provides a historical perspective, showing how such thinking has been around since the beginning of civilisation. It emphasises the difference between a complexity worldview and the dominant mechanical worldview that underpins much of current management practice. It defines the complexity worldview as recognising the world is interconnected, shaped by history and the particularities of context. The comparison of the differing approaches to modelling complexity is unique in its depth and accessibility. The second part of the book uses this lens of complexity to explore issues in the fields of management, strategy, economics, and international development. It also explores how to facilitate others to recognise the implications of adopting a complex rather than a mechanical worldview and suggests methods of research to explore systemic, path-dependent emergent aspects of situations. The authors of this book span both science and management, academia and practice, thus the explanations of science are authoritative and yet the examples of changing how you live and work in the world are real and accessible. The aim of the book is to bring alive what complexity is all about and to illustrate the importance of loosening the grip of a modernist worldview with its hope for prediction, certainty and control.

Think Simple

Ken Segall
Think Simple Book PDF

Author : Ken Segall
Publisher : Penguin UK
Page : 256 pages
File Size : 46,9 Mb
Release : 2016-06-07
Category : Business & Economics
ISBN : 9780241970362

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Think Simple by Ken Segall Pdf

The secrets to Apple's success and how to use them, from the Apple insider Ken Segall In Think Simple, Apple insider and New York Times bestselling author Ken Segall gives you the tools to Apple's success - and shows you how to use them. It's all about simplicity. Whether you're in a multinational corporation or a lean startup, this guide will teach you how to crush complexity and focus on what matters; how to perform better, faster and more efficiently. Combining his insight from Apple with examples from companies across industries all over the world - including Ben & Jerry's, Whole Foods, Intel and HyundaiCard - Segall provides a simple roadmap for any company to find success.

Think DSP

Allen B. Downey
Think DSP Book PDF

Author : Allen B. Downey
Publisher : "O'Reilly Media, Inc."
Page : 168 pages
File Size : 54,7 Mb
Release : 2016-07-12
Category : Technology & Engineering
ISBN : 9781491938515

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Think DSP by Allen B. Downey Pdf

If you understand basic mathematics and know how to program with Python, you’re ready to dive into signal processing. While most resources start with theory to teach this complex subject, this practical book introduces techniques by showing you how they’re applied in the real world. In the first chapter alone, you’ll be able to decompose a sound into its harmonics, modify the harmonics, and generate new sounds. Author Allen Downey explains techniques such as spectral decomposition, filtering, convolution, and the Fast Fourier Transform. This book also provides exercises and code examples to help you understand the material. You’ll explore: Periodic signals and their spectrums Harmonic structure of simple waveforms Chirps and other sounds whose spectrum changes over time Noise signals and natural sources of noise The autocorrelation function for estimating pitch The discrete cosine transform (DCT) for compression The Fast Fourier Transform for spectral analysis Relating operations in time to filters in the frequency domain Linear time-invariant (LTI) system theory Amplitude modulation (AM) used in radio Other books in this series include Think Stats and Think Bayes, also by Allen Downey.

Empirical Paradox, Complexity Thinking and Generating New Kinds of Knowledge

Paolo Grigolini,Korosh Mahmoodi,Bruce J. West
Empirical Paradox Complexity Thinking and Generating New Kinds of Knowledge Book PDF

Author : Paolo Grigolini,Korosh Mahmoodi,Bruce J. West
Publisher : Cambridge Scholars Publishing
Page : 284 pages
File Size : 52,6 Mb
Release : 2019-06-05
Category : Philosophy
ISBN : 9781527535527

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Empirical Paradox, Complexity Thinking and Generating New Kinds of Knowledge by Paolo Grigolini,Korosh Mahmoodi,Bruce J. West Pdf

Is another world war inevitable? The answer is a resounding “yes” if we continue to think in terms of “either/or” outcomes. Adversaries think in such terms, you either get what you want, or you do not. Can a different way of thinking produce a different outcome? This book shows that the consistency demanded by the linear, logical either/or thinking is disrupted by paradox, whose resolution forces a consequent decision: war or peace, with no middle ground. If this were the only way of thinking then a person would be either a protagonist or an antagonist, but a person can be both, either, or neither; this opens the door to novel solutions. This is “both/and” thinking, which the book shows can be achieved by a dynamic resolution of paradox. Thus, a basically selfish individual can also be a hero; a consequence of the complexity of being human.

Think Java

Allen B. Downey,Chris Mayfield
Think Java Book PDF

Author : Allen B. Downey,Chris Mayfield
Publisher : "O'Reilly Media, Inc."
Page : 251 pages
File Size : 51,7 Mb
Release : 2016-05-06
Category : Computers
ISBN : 9781491929537

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Think Java by Allen B. Downey,Chris Mayfield Pdf

Currently used at many colleges, universities, and high schools, this hands-on introduction to computer science is ideal for people with little or no programming experience. The goal of this concise book is not just to teach you Java, but to help you think like a computer scientist. You’ll learn how to program—a useful skill by itself—but you’ll also discover how to use programming as a means to an end. Authors Allen Downey and Chris Mayfield start with the most basic concepts and gradually move into topics that are more complex, such as recursion and object-oriented programming. Each brief chapter covers the material for one week of a college course and includes exercises to help you practice what you’ve learned. Learn one concept at a time: tackle complex topics in a series of small steps with examples Understand how to formulate problems, think creatively about solutions, and write programs clearly and accurately Determine which development techniques work best for you, and practice the important skill of debugging Learn relationships among input and output, decisions and loops, classes and methods, strings and arrays Work on exercises involving word games, graphics, puzzles, and playing cards

Thinking in Complexity

Klaus Mainzer
Thinking in Complexity Book PDF

Author : Klaus Mainzer
Publisher : Springer Science & Business Media
Page : 329 pages
File Size : 48,5 Mb
Release : 2013-11-11
Category : Science
ISBN : 9783662030141

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Thinking in Complexity by Klaus Mainzer Pdf

Complexity and nonlinearity are prominent features in the evolution of matter, life, and human society. Even our mind seems to be governed by the nonlinear dynamics of the complex networks in our brain. This book considers complex systems in the physical and biological sciences, cognitive and computer sciences, social and economic sciences, and philosophy and history of science. An in terdisciplinary methodology is introduced to explain the emergence of order in nature and mind and in the econ omy and society by common principles. These methods are sometimes said to foreshadow the new sciences of complexity characterizing the scientific deve10pment of the 21 st century. The book critically an alyzes the successes and limits of this approach, its sys tematic foundations, and its historical and philosophical background. An epilogue discusses new standards of eth ical behavior which are demanded by the complex prob lems of nature and mind, economy and society.

Simple Thinking

Richard Gerver
Simple Thinking Book PDF

Author : Richard Gerver
Publisher : John Wiley & Sons
Page : 192 pages
File Size : 47,9 Mb
Release : 2016-06-27
Category : Business & Economics
ISBN : 9780857086891

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Simple Thinking by Richard Gerver Pdf

Simple behaviours that unclutter your mind and help you realise your true potential Awaken your passion and tap into your inner greatness as you remove the metaphorical clutter from your life with Simple Thinking. You'll learn how to expand your mind and understand your true potential through the power of thinking simply, while stripping back the jargon and digging to the core of any obstacle in your way. Let's be honest, life is full of unnecessary complexity and it's left most of us confused, angry and disenfranchised. This book will help you to remove the baggage, cut through the clutter and begin your smooth path to success. Learn how to: Live and act with resiliency, authenticity and passion Learn to trust your instincts again and see the world through new eyes Recalibrate your thoughts, behaviours and actions Declutter your mind, streamline your day and be successful at life Simple wisdom, simply shared, is personal development unplugged – and when you begin peeling back the layers to expose the heart of the problem, you become well-equipped to devise a simpler, yet more effective solution. Simple Thinking will help you in achieving this state of clarity and confidence.

It's Not Complicated

Rick Nason
It s Not Complicated Book PDF

Author : Rick Nason
Publisher : University of Toronto Press
Page : 248 pages
File Size : 43,8 Mb
Release : 2017-05-08
Category : Business & Economics
ISBN : 9781487514785

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It's Not Complicated by Rick Nason Pdf

In the new knowledge economy, traditional modes of thinking are no longer effective. Compartmentalizing problems and solutions and assuming everything can be solved with the right formula can no longer keep pace with the radical changes occurring daily in the modern business world. It’s Not Complicated offers a paradigm shift for business professionals looking for simplified solutions to complex problems. In his straightforward and highly engaging style, Rick Nason introduces the principles of “complexity thinking” which empower managers to understand, correlate, and explain a diverse range of business phenomena. For example, why some new products go viral while others remain unnoticed, how office cliques develop despite collaborative work policies and spaces, how economic bubbles form, and how an unknown retiree foiled one of the most carefully planned product launches ever with a single letter to the editor of his local newspaper. Rather than consider complicated and complex as interchangeable terms, Rick Nason explains what complexity is, how it arises, and the errors in solving complex situations with complicated thinking. It’s Not Complicated provides managers with fresh, counterintuitive, and actionable models for dealing with challenging business problems.