Pub. Date:
Taylor & Francis
Agent-Based Computational Economics: How the idea originated and where it is going / Edition 1

Agent-Based Computational Economics: How the idea originated and where it is going / Edition 1

by Shu-Heng Chen
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Product Details

ISBN-13: 9780415614887
Publisher: Taylor & Francis
Publication date: 09/15/2015
Series: Routledge Advances in Experimental and Computable Economics Series
Pages: 528
Product dimensions: 6.25(w) x 9.25(h) x 1.30(d)

About the Author

Shu-Heng Chen is Distinguished Professor at the Department of Economics at the National Chengchi University, Taiwan.

Table of Contents

Part 1: Ideas and Structures of the Book 1. Economics in an Interdisciplinary Context 2. Agent-Based Modelling in the Social Sciences Part 2: Origins of ACE: Two Traditions 3. Cellular Automata 4. Agent-Based Modelling of Economic Experiments Part 3: Designing Artificial Economic Agents 5. Calibrated Artificial Agents 6. Agent-Based Double Auction Markets 7. Market Simulation Platforms Part 4: Computational Intelligence 8. Reinforcement Learning 9. Artificial Neural Networks 10. Evolutionary Computation Part 5: Agent-Based Financial Markets 11. Artificial Financial Markets with Programmed Agents 12. Artificial Financial Markets with Autonomous Agents 13. Empirically-Based Agent-Based Models Part 6: Cognitive and Psychological Agent-Based Modelling 14. Economic Significance of Personal Traits 15. Neuroeconomic Agents 16. Software Agents with Heterogeneous Intelligence 17. Agent-Based Lottery Markets Part 7: Social Networks 18. Social Networks 19. Agent-Based Social Networks Part 8: Novelty Discoveries and Modelling of Changes 20. Agent-Based Modular Economy Part 9: Conclusions 21. Beyond the Frontiers-Directions for the Further and Future Appendix. Resources

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