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Artificial Intelligence and Economic Theory: Skynet in the Market

 eBook
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107,09 €*

ISBN-13:
9783319661049
Einband:
eBook
Seiten:
204
Autor:
Tshilidzi Marwala
Serie:
Advanced Information and Knowledge Processing
eBook Typ:
PDF
eBook Format:
PDF
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:

Introduction to Man and Machines.- Supply and Demand.- Rational Choice and Rational Expectations.- Bounded Rationality.- Behavioral Economics.- Information Asymmetry.- Game Theory.- Pricing.- Efficient Market Hypothesis.- Mechanism Design.- Portfolio Theory.- Counterfactuals.- Financial Engineering.- Causality.- Future Work.- Appendices.- Index.
Artificial Intelligence and Economic Theory: Skynet in the Market analyses the impact of artificial intelligence on economic theories, a subject that has not been studied. It also introduces new economic theories and these are rational counterfactuals and rational opportunity costs. These ideas are applied to diverse areas such as modelling of the stock market, credit scoring, HIV and interstate conflict. Artificial intelligence ideas used in this book include neural networks, particle swarm optimization, simulated annealing, fuzzy logic and genetic algorithms. It, furthermore, explores ideas in causality including Granger as well as the Pearl causality models.