E-book
Economic Modeling Using Artificial Intelligence Methods [electronic resource] / by Tshilidzi Marwala.
Record details
- ISBN: 9781447150107
- Physical Description: XVI, 261 p. 54 illus. online resource.
- Publisher: London : Springer London : 2013.
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Electronic resources
| Foreword | ||
| Preface | ||
| Acknowledgements | ||
| Introduction to Economic Modeling | ||
| Techniques for Economic Modeling: Unlocking the Character of Data | ||
| Automatic Relevance Determination in Economic Modeling | ||
| Neural Approaches to Economic Modeling | ||
| Bayesian Support Vector Machines for Economic Modeling: Application to Option Pricing | ||
| Rough Sets Approach to Economic Modeling: Unlocking Knowledge in Financial Data | ||
| Missing Data Approaches to Economic Modeling: Optimization Approach | ||
| Correlations versus Causality Approaches to Economic Modeling | ||
| Evolutionary Approaches to Computational Economics: Application to Portfolio Optimization | ||
| Real-time Approaches to Computational Economics: Self Adaptive Economic Systems | ||
| Multi-Agent Approaches to Economic Modeling: Game Theory, Ensembles, Evolution and the Stock Market | ||
| Control Approaches to Economic Modeling: Application to Inflation Targeting | ||
| Modeling Interstate Conflict: The Role of Economic Interdependency for Maintaining Peace | ||
| Conclusions and Further Work | ||
| Index. |
