Artificial Intelligence and Economic Theory: Skynet in the Market

• Main Authors: Marwala, Tshilidzi (Author), Hurwitz, Evan (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Advanced Information and Knowledge Processing,
• Subjects: Computer science.; Computers.; Artificial intelligence.; Economic theory.; Computer Science.; Artificial Intelligence (incl. Robotics).; Models and Principles.; Economic Theory/Quantitative Economics/Mathematical Methods.

This book theoretically and practically updates major economic ideas such as demand and supply, rational choice and expectations, bounded rationality, behavioral economics, information asymmetry, pricing, efficient market hypothesis, game theory, mechanism design, portfolio theory, causality and fin...

Table of Contents:

• 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.