Artificial economics: methods, models, and interdisciplinary links
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2022
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| Schlagwörter: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033036413&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Umfang: | xv, 180 Seiten |
| ISBN: | 9781316517093 |
Internformat
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents List of Figures page ix List of Tables xii Preface xiii Introduction 1 PARTI ARTIFICIAL ECONOMICS AND MAINSTREAM ECONOMICS 5 1 The Artificial Agent 1.1 The Agent in Mainstream Economics 1.2 The Agent in Artificial Economics 1.3 Cognitive Science and Neuroscience 1.3.1 Cognitive Science 1.3.2 Neuroscience 1.4 Emotion, Reason, and Social Links: Integrated Agents 7 7 9 11 11 14 19 2 Artificial Markets 2.1 A Model of Artificial Economics with Movement 2.2 A Model of Artificial Economics with Movement and Trade 2.3 A Mainstream Economics Static Exchange Model 2.4 A Mainstream Economics Dynamic Model of Production and Consumption 2.5 Contrasts 23 23 30 36 Artificial Games 3.1 A Classic Game 3.2 An Artificial Evolutionary Game 3.3 Contrasts 50 50 52 59 3 VII 41 47
Contents viii 4 Artificial Economics versus Mathematics? 4.1 Methods and Instruments: Artificial Economics versus Mainstream Economics 4.2 Computers versus Mathematics? і лкт n compì.i:mi;ntary topics and discussions 60 60 61 7 5 Artificial Intelligence 3.1 Machine Learning Methods 3.2 Unsupervised Learning 3.3 Supervised Learning 3.4 Reinforcement Learning 3.3 Artificial Agents and Philosophy of Mind 73 74 74 75 80 88 6 Artificial Evolution 6.1 Genetic Algorithms and Extrinsic Adaptation 6.2 Artificial Markets and Intrinsic Adaptation 6.3 Evolution and Economics 93 93 96 98 7 Artificial Complexity 7.1 Cellular Automata 7.1.1 A One-Dimensional Cellular Automaton 7.1.2 A Two-Dimensional Cellular Automaton 7.2 Complexity and Economics 103 104 104 108 115 8 Artificial Economics and the Agent/Structure Problem 8.1 Individualism, Structuralism, and Intermediate Postures 8.2 Artificial Economics and Agent/Structure Feedback 128 128 132 Annexes Annex A Notions about Object-Oriented Programming Annex I? Mainstream Economics: A Brief on Its Theoretical Core Annex C General Equilibrium: Static and Dynamic Models Annex D Artificial Neural Networks: A Brief on Models and Learning Annex E Uncertainty, Dynamic Programming, and Stochastic Control 138 138 140 142 150 157 References J55 Index լ 74
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| dewey-ones | 330 - Economics |
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| discipline | Wirtschaftswissenschaften |
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| indexdate | 2024-12-20T19:25:16Z |
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| isbn | 9781316517093 |
| language | English |
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| spellingShingle | Mercado, P. Ruben Artificial economics methods, models, and interdisciplinary links Spieltheorie (DE-588)4056243-8 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Mathematisches Modell (DE-588)4114528-8 gnd Wirtschaftstheorie (DE-588)4079351-5 gnd |
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| title | Artificial economics methods, models, and interdisciplinary links |
| title_auth | Artificial economics methods, models, and interdisciplinary links |
| title_exact_search | Artificial economics methods, models, and interdisciplinary links |
| title_full | Artificial economics methods, models, and interdisciplinary links Ruben Mercado |
| title_fullStr | Artificial economics methods, models, and interdisciplinary links Ruben Mercado |
| title_full_unstemmed | Artificial economics methods, models, and interdisciplinary links Ruben Mercado |
| title_short | Artificial economics |
| title_sort | artificial economics methods models and interdisciplinary links |
| title_sub | methods, models, and interdisciplinary links |
| topic | Spieltheorie (DE-588)4056243-8 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Mathematisches Modell (DE-588)4114528-8 gnd Wirtschaftstheorie (DE-588)4079351-5 gnd |
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