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Complexity_ A Guided Tour - Melanie Mitchell
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Preface

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2022-02-24 00:47:05
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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
    • Notes
    • Bibliography
    • Index
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