Showing posts with label complexity theory. Show all posts
Showing posts with label complexity theory. Show all posts

6/23/2012

Thinking in Complexity: The Computational Dynamics of Matter, Mind, and Mankind Review

Thinking in Complexity: The Computational Dynamics of Matter, Mind, and Mankind
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[A review of the 4th Edition, 2003.]
This book studies complexity and nonlinearity across a diverse range of applications. Much of the book revolves around organic evolution and the evolution of a sentient mind. And how complexity analysis might aid in the understanding of these fields. Not the least in devising deeper forms of artificial intelligence.
So intriguing techniques like cellular automata and neural networks are studied. There is a fair amount of speculation as to how these and other topics might ultimately relate to sentience or consciousness. But the musings are grounded in solid science. Like that of a Hopfield system or a Boltzmann machine. This 4th edition is a good reflection of the boundaries of our knowledge.

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11/01/2011

Adventures in Modeling: Exploring Complex, Dynamic Systems with StarLogo Review

Adventures in Modeling: Exploring Complex, Dynamic Systems with StarLogo
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This is a great book for anyone interested in modeling dynamic systems. The authors provide wonderful background theory as a basis for building computer simulations. The simple step-by-step instructions guide you through the process of creating your own simulations using StarLogo. This book is an interesting, easily understandable beginner's manual and comes with all the software you need. It's a great way to teach yourself or other people how to program a simulation. I love the turtles!

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Have you ever wondered how birds flock or forest fires spread? For thousands of years people - from DaVinci to Einstein - have created models to help them better understand patterns and processes in the world around them. Computers make it easier for novices to build and explore their own models - and learn new scientific ideas in the process. Adventures in Modeling introduces you and your students to designing, creating, and investigating models in StarLogo. Computer modeling, the use of computer programs to simulate complex, dynamic systems or events (like population growth or environmental conservation), is a powerful learning tool that is finding a rapidly growing audience among teachers in middle and high school science and mathematics classes, especially since the NCTM Standards 2000 advocates its use in the curriculum. This valuable resource: Provides educators with a rich and accessible introduction to the use of computer modeling in the classroom using the popular StarLogo computer programming language; Takes readers step-by-step through the process of using computer models to simulate complex relationships; Shows how and why computer modeling can lead to powerful and enduring learning outcomes for all students. Provides explicit links between various state and national math and science content standards and the use of computer models, to enable educators to see how this work may enhance standards-based instruction; As computer use gains in currency and value in the middle and high school classroom, Adventures in Modeling will give teachers and students a very effective way to build curiosity and boost learning outcomes in a standards-based curriculum.

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