The Computational Beauty Of Nature
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The Computational Beauty of Nature
Author | : Gary William Flake |
Publsiher | : MIT Press |
Total Pages | : 517 |
Release | : 2000-01-27 |
Genre | : Computers |
ISBN | : 9780262561273 |
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Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors. In this book Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors. Distinguishing "agents" (e.g., molecules, cells, animals, and species) from their interactions (e.g., chemical reactions, immune system responses, sexual reproduction, and evolution), Flake argues that it is the computational properties of interactions that account for much of what we think of as "beautiful" and "interesting." From this basic thesis, Flake explores what he considers to be today's four most interesting computational topics: fractals, chaos, complex systems, and adaptation. Each of the book's parts can be read independently, enabling even the casual reader to understand and work with the basic equations and programs. Yet the parts are bound together by the theme of the computer as a laboratory and a metaphor for understanding the universe. The inspired reader will experiment further with the ideas presented to create fractal landscapes, chaotic systems, artificial life forms, genetic algorithms, and artificial neural networks.
Computational Beauty of Nature
Author | : William Flake |
Publsiher | : Unknown |
Total Pages | : 493 |
Release | : 2000 |
Genre | : Computer programming |
ISBN | : OCLC:222852661 |
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The Computational Beauty of Nature
Author | : Gary William Flake |
Publsiher | : MIT Press |
Total Pages | : 524 |
Release | : 2000-01-27 |
Genre | : Computers |
ISBN | : 0262561271 |
Download The Computational Beauty of Nature Book in PDF, Epub and Kindle
Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors. In this book Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors. Distinguishing "agents" (e.g., molecules, cells, animals, and species) from their interactions (e.g., chemical reactions, immune system responses, sexual reproduction, and evolution), Flake argues that it is the computational properties of interactions that account for much of what we think of as "beautiful" and "interesting." From this basic thesis, Flake explores what he considers to be today's four most interesting computational topics: fractals, chaos, complex systems, and adaptation. Each of the book's parts can be read independently, enabling even the casual reader to understand and work with the basic equations and programs. Yet the parts are bound together by the theme of the computer as a laboratory and a metaphor for understanding the universe. The inspired reader will experiment further with the ideas presented to create fractal landscapes, chaotic systems, artificial life forms, genetic algorithms, and artificial neural networks.
The Computational Beauty of Nature
Author | : Gary William Flake |
Publsiher | : Unknown |
Total Pages | : 135 |
Release | : 1998 |
Genre | : Computer programming |
ISBN | : OCLC:278435363 |
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The Nature of Computation
Author | : Cristopher Moore,Stephan Mertens |
Publsiher | : OUP Oxford |
Total Pages | : 1498 |
Release | : 2011-08-11 |
Genre | : Science |
ISBN | : 9780191620805 |
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Computational complexity is one of the most beautiful fields of modern mathematics, and it is increasingly relevant to other sciences ranging from physics to biology. But this beauty is often buried underneath layers of unnecessary formalism, and exciting recent results like interactive proofs, phase transitions, and quantum computing are usually considered too advanced for the typical student. This book bridges these gaps by explaining the deep ideas of theoretical computer science in a clear and enjoyable fashion, making them accessible to non-computer scientists and to computer scientists who finally want to appreciate their field from a new point of view. The authors start with a lucid and playful explanation of the P vs. NP problem, explaining why it is so fundamental, and so hard to resolve. They then lead the reader through the complexity of mazes and games; optimization in theory and practice; randomized algorithms, interactive proofs, and pseudorandomness; Markov chains and phase transitions; and the outer reaches of quantum computing. At every turn, they use a minimum of formalism, providing explanations that are both deep and accessible. The book is intended for graduate and undergraduate students, scientists from other areas who have long wanted to understand this subject, and experts who want to fall in love with this field all over again.
Natural Computing DNA Quantum Bits and the Future of Smart Machines
Author | : Dennis E. Shasha,Cathy Lazere |
Publsiher | : W. W. Norton & Company |
Total Pages | : 297 |
Release | : 2010-04-27 |
Genre | : Computers |
ISBN | : 9780393336832 |
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Drawing on interviews with 15 leading scientists, the authors present an unexpected vision: the future of computing is a synthesis with nature.
The Nature of Code
Author | : Daniel Shiffman |
Publsiher | : No Starch Press |
Total Pages | : 0 |
Release | : 2024-09-03 |
Genre | : Computers |
ISBN | : 9781718503717 |
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All aboard The Coding Train! This beginner-friendly creative coding tutorial is designed to grow your skills in a fun, hands-on way as you build simulations of real-world phenomena with “The Coding Train” YouTube star Daniel Shiffman. How can we use code to capture the unpredictable properties of nature? How can understanding the mathematical principles behind our physical world help us create interesting digital environments? Written by “The Coding Train” YouTube star Daniel Shiffman, The Nature of Code is a beginner-friendly creative coding tutorial that explores a range of programming strategies for developing computer simulations of natural systems—from elementary concepts in math and physics to sophisticated machine-learning algorithms. Using the same enthusiastic style on display in Shiffman’s popular YT channel, this book makes learning to program fun, empowering you to generate fascinating graphical output while refining your problem-solving and algorithmic-thinking skills. You’ll progress from building a basic physics engine that simulates the effects of forces like gravity and wind resistance, to creating evolving systems of intelligent autonomous agents that can learn from their mistakes and adapt to their environment. The Nature of Code introduces important topics such as: Randomness Forces and vectors Trigonometry Cellular automata and fractals Genetic algorithms Neural networks Learn from an expert how to transform your beginner-level skills into writing well-organized, thoughtful programs that set the stage for further experiments in generative design. NOTE: All examples are written with p5.js, a JavaScript library for creative coding, and are available on the book's website.
Technobiophilia
Author | : Sue Thomas |
Publsiher | : A&C Black |
Total Pages | : 272 |
Release | : 2013-09-26 |
Genre | : Computers |
ISBN | : 9781849662161 |
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Why are there so many nature metaphors - clouds, rivers, streams, viruses, and bugs - in the language of the internet? Why do we adorn our screens with exotic images of forests, waterfalls, animals and beaches? In Technobiophilia: Nature and Cyberspace, Sue Thomas interrogates the prevalence online of nature-derived metaphors and imagery and comes to a surprising conclusion. The root of this trend, she believes, lies in biophilia, defined by biologist E.O. Wilson as 'the innate attraction to life and lifelike processes'. In this wide-ranging transdisciplinary study she explores the strong thread of biophilia which runs through our online lives, a phenomenon she calls 'technobiophilia', or, the 'innate attraction to life and lifelike processes as they appear in technology'. The restorative qualities of biophilia can alleviate mental fatigue and enhance our capacity for directed attention, soothing our connected minds and easing our relationship with computers. Technobiophilia: Nature and Cyberspace offers new insights on what is commonly known as 'work-life balance'. It explores ways to make our peace with technology-induced anxiety and achieve a 'tech-nature balance' through practical experiments designed to enhance our digital lives indoors, outdoors, and online. The book draws on a long history of literature on nature and technology and breaks new ground as the first to link the two. Its accessible style will attract the general reader, whilst the clear definition of key terms and concepts throughout should appeal to undergraduates and postgraduates of new media and communication studies, internet studies, environmental psychology, and human-computer interaction. www.technobiophilia.com