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The Resource Artificial Intelligence and Economic Theory

Artificial Intelligence and Economic Theory

Label
Artificial Intelligence and Economic Theory
Title
Artificial Intelligence and Economic Theory
Creator
Contributor
Subject
Language
eng
Member of
Cataloging source
MiAaPQ
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Advanced Information and Knowledge Processing
Artificial Intelligence and Economic Theory
Label
Artificial Intelligence and Economic Theory
Link
http://libproxy.rpi.edu/login?url=https://ebookcentral.proquest.com/lib/rpi/detail.action?docID=5049892
Publication
Copyright
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Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • "Preface" -- "Contents" -- "About the Authors" -- "1 Introduction to Man and Machines" -- "Abstract" -- "1.1 Introduction" -- "1.2 Economics and Economic Theory" -- "1.3 Artificial Intelligence" -- "1.4 Conclusion" -- "References" -- "2 Supply and Demand" -- "Abstract" -- "2.1 Introduction" -- "2.2 Scarcity" -- "2.3 Utilitarianism" -- "2.4 Supply and Demand" -- "2.5 Factors Influencing Demand and Supply" -- "2.6 Artificial Intelligence (AI) and Demand and Supply" -- "2.7 Conclusion" -- "References" -- "3 Rational Choice and Rational Expectations" -- "Abstract" -- "3.1 Introduction" -- "3.2 Adaptive and Rational Expectations" -- "3.3 What Is Rational Choice?" -- "3.4 Information" -- "3.5 Choices" -- "3.6 Optimization" -- "3.7 Rational Choice" -- "3.8 Rational Choice and Opportunity Cost" -- "3.9 Rational Choice and Artificial Intelligence" -- "3.10 Interstate Conflict and Rational Choice" -- "3.11 Conclusion" -- "References" -- "4 Bounded Rationality" -- "Abstract" -- "4.1 Introduction" -- "4.2 Rational Decision Making: A Causal Approach" -- "4.3 Rational Decision Making Process" -- "4.4 Bounded-Rational Decision Making" -- "4.5 Credit Scoring" -- "4.6 Conclusions" -- "References" -- "5 Behavioral Economics" -- "Abstract" -- "5.1 Introduction" -- "5.2 Behavioural Economics" -- "5.3 Behavioural Economics and Demand and Supply" -- "5.4 Behavioural Economics and Rational Expectations" -- "5.5 Behavioural Economics and Bounded Rationality" -- "5.6 Artificial Intelligence and Behavioural Economics" -- "5.7 Mooreâ{u0080}{u0099}s Law" -- "5.8 Conclusions" -- "References" -- "6 Information Asymmetry" -- "Abstract" -- "6.1 Introduction" -- "6.2 Asymmetric Information" -- "6.3 Artificial Intelligence Makes Us Wiser" -- "6.4 Asymmetric Information and Market Efficiency" -- "6.5 Information Asymmetry and Trading Volumes" -- "6.6 Conclusion" -- "References"
  • "7 Game Theory" -- "Abstract" -- "7.1 Introduction" -- "7.2 Game-Theory Artefacts" -- "7.3 Multi-agent Modelling" -- "7.3.1 Complexity Modelling" -- "7.3.2 Economics" -- "7.3.3 Social Sciences" -- "7.4 Intelligent Agents" -- "7.5 The Road Ahead" -- "7.6 Conclusions" -- "References" -- "8 Pricing" -- "Abstract" -- "8.1 Introduction" -- "8.2 Pricing" -- "8.3 Value Theory" -- "8.4 Game Theory" -- "8.5 Rational Pricing" -- "8.6 Capital Asset Pricing Model" -- "8.7 Black-Scholes Equation" -- "8.8 Demand and Supply" -- "8.9 Conclusions" -- "References" -- "9 Efficient Market Hypothesis" -- "Abstract" -- "9.1 Introduction" -- "9.2 Efficient Market Hypothesis" -- "9.3 Rational Expectations" -- "9.4 Rational Choice" -- "9.5 Bounded Rationality" -- "9.6 Information Asymmetry" -- "9.7 Behavioral Economics" -- "9.8 Game Theory" -- "9.9 Demand and Supply" -- "9.10 Pricing" -- "9.11 Artificial Intelligence" -- "9.12 Conclusions" -- "References" -- "10 Mechanism Design" -- "Abstract" -- "10.1 Introduction" -- "10.2 The Players" -- "10.3 Efficiency and Equilibria" -- "10.4 Incentive Compatibility and the Revelation Principle" -- "10.5 Goalposts" -- "10.6 So What?" -- "10.7 Through the Looking Glass" -- "10.8 Application to Market Design" -- "10.9 Conclusions" -- "References" -- "11 Portfolio Theory" -- "Abstract" -- "11.1 Introduction" -- "11.2 Assumptions and Limitations" -- "11.3 The Trading Machine" -- "11.4 The Emerging Trading Machine" -- "11.5 Intelligence" -- "11.6 Evolutionary Programming" -- "11.7 Results Analysis" -- "11.8 Conclusion" -- "References" -- "12 Counterfactuals" -- "Abstract" -- "12.1 Introduction" -- "12.2 Counterfactuals" -- "12.3 Rational Counterfactuals" -- "12.4 Counterfactuals and Causality" -- "12.5 Counterfactuals and Opportunity Cost" -- "12.6 Counterfactuals and Artificial Intelligence" -- "12.7 Interstate Conflict"
  • "12.8 Conclusions" -- "References" -- "13 Financial Engineering" -- "Abstract" -- "13.1 Introduction" -- "13.2 Risk" -- "13.3 Stock Markets" -- "13.4 Control Systems" -- "13.5 Factor Analysis" -- "13.6 Conclusions" -- "References" -- "14 Causality" -- "Abstract" -- "14.1 Introduction" -- "14.2 Correlation" -- "14.3 Causality" -- "14.4 Granger Causality" -- "14.5 Pearl Causality" -- "14.6 Use of Do-Calculus " -- "14.7 Conclusions" -- "References" -- "15 Future Work" -- "Abstract" -- "15.1 Conclusions" -- "15.2 Decision Theory" -- "15.3 Developmental Economics" -- "15.4 New Economic Theory " -- "References" -- "Appendix A: Multi-layer Perceptron Neural Network" -- "Sec1" -- "Appendix B: Particle Swarm Optimization" -- "Sec2" -- "Appendix C: Simulated Annealing" -- "C.1 Simulated Annealing" -- "C.2 Simulated Annealing Parameters" -- "C.3 Transition Probabilities" -- "C.4 Monte Carlo Method" -- "C.5 Markov Chain Monte Carlo" -- "C.6 Acceptance Probability Function: Metropolis Algorithm" -- "C.7 Cooling Schedule" -- "Sec10" -- "Appendix D: Genetic Algorithms" -- "D.1 Genetic Algorithms" -- "D.2 Initialization" -- "D.3 Crossover" -- "D.4 Mutation" -- "D.5 Selection" -- "Sec17" -- "Appendix E: Fuzzy Logic" -- "Sec18" -- "Sec19"
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Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b4389145'}
Extent
1 online resource (206 pages)
Form of item
online
Isbn
9783319661049
Media category
computer
Media MARC source
rdamedia
Media type code
c
Sound
unknown sound
Specific material designation
remote

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