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Complexity_ A Guided Tour - Melanie Mitchell
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trillions
such
something
simple
purpose
文档概述
What enables individually simple insects like ants to act with such precision and purpose as a group? How do trillions of neurons produce something as extraordinarily complex as consciousness? In this...
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Preface
Acknowledgments
PART ONE Background and History
CHAPTER ONE What Is Complexity?
CHAPTER TWO Dynamics, Chaos, and Prediction
CHAPTER THREE Information
CHAPTER FOUR Computation
CHAPTER FIVE Evolution
CHAPTER SIX Genetics, Simplified
CHAPTER SEVEN Defining and Measuring Complexity
PART TWO Life and Evolution in Computers
CHAPTER EIGHT Self-Reproducing Computer Programs
CHAPTER NINE Genetic Algorithms
PART THREE Computation Writ Large
CHAPTER TEN Cellular Automata, Life, and the Universe
CHAPTER ELEVEN Computing with Particles
CHAPTER TWELVE Information Processing in Living Systems
CHAPTER THIRTEEN How to Make Analogies (if You Are a Computer)
CHAPTER FOURTEEN Prospects of Computer Modeling
PART FOUR Network Thinking
CHAPTER FIFTEEN The Science of Networks
CHAPTER SIXTEEN Applying Network Science to Real-World Networks
CHAPTER SEVENTEEN The Mystery of Scaling
CHAPTER EIGHTEEN Evolution, Complexified
PART FIVE Conclusion
CHAPTER NINETEEN The Past and Future of the Sciences of Complexity
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