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Marwala, Tshilidzi

Economic Modeling Using Artificial Intelligence Methods

Marwala, Tshilidzi - Economic Modeling Using Artificial Intelligence Methods, ebook

114,40€

Ebook, PDF with Adobe DRM
ISBN: 9781447150107
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Table of contents

1. Introduction to Economic Modeling
Tshilidzi Marwala

2. Techniques for Economic Modeling: Unlocking the Character of Data
Tshilidzi Marwala

3. Automatic Relevance Determination in Economic Modeling
Tshilidzi Marwala

4. Neural Approaches to Economic Modeling
Tshilidzi Marwala

5. Bayesian Support Vector Machines for Economic Modeling: Application to Option Pricing
Tshilidzi Marwala

6. Rough Sets Approach to Economic Modeling: Unlocking Knowledge in Financial Data
Tshilidzi Marwala

7. Missing Data Approaches to Economic Modeling: Optimization Approach
Tshilidzi Marwala

8. Correlations Versus Causality Approaches to Economic Modeling
Tshilidzi Marwala

9. Evolutionary Approaches to Computational Economics: Application to Portfolio Optimization
Tshilidzi Marwala

10. Real-Time Approaches to Computational Economics: Self Adaptive Economic Systems
Tshilidzi Marwala

11. Multi-agent Approaches to Economic Modeling: Game Theory, Ensembles, Evolution and the Stock Market
Tshilidzi Marwala

12. Control Approaches to Economic Modeling: Application to Inflation Targeting
Tshilidzi Marwala

13. Modeling Interstate Conflict: The Role of Economic Interdependency for Maintaining Peace
Tshilidzi Marwala

14. Conclusions and Further Work
Tshilidzi Marwala

Keywords: Computer Science, Artificial Intelligence (incl. Robotics), Game Theory/Mathematical Methods, Computational Intelligence, Computational Science and Engineering, Pattern Recognition, Statistics and Computing/Statistics Programs

Author(s)
Publisher
Springer
Publication year
2013
Language
en
Edition
2013
Series
Advanced Information and Knowledge Processing
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781447150107

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