Complexity A Guided Tour
by Mitchell, Melanie-
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Summary
Author Biography
Table of Contents
| Preface | p. ix |
| Acknowledgments | p. xv |
| Background and History | |
| What Is Complexity? | p. 3 |
| Dynamics, Chaos, and Prediction | p. 15 |
| Information | p. 40 |
| Computation | p. 56 |
| Evolution | p. 71 |
| Genetics, Simplified | p. 88 |
| Defining and Measuring Complexity | p. 94 |
| Life and Evolution in Computers | |
| Self-Reproducing Computer Programs | p. 115 |
| Genetic Algorithms | p. 127 |
| Computation Writ Large | |
| Cellular Automata, Life, and the Universe | p. 145 |
| Computing with Particles | p. 160 |
| Information Processing in Living Systems | p. 169 |
| How to Make Analogies (if You Are a Computer) | p. 186 |
| Prospects of Computer Modeling | p. 209 |
| Network Thinking | |
| The Science of Networks | p. 227 |
| Applying Network Science to Real-World Networks | p. 247 |
| The Mystery of Scaling | p. 258 |
| Evolution, Complexified | p. 273 |
| Conclusion | |
| The Past and Future of the Sciences of Complexity | p. 291 |
| Notes | p. 304 |
| Bibliography | p. 326 |
| Index | p. 337 |
| Table of Contents provided by Ingram. All Rights Reserved. |
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