Articles liés à Decision Making With Imperfect Decision Makers
Synopsis
Prescriptive Bayesian decision making has reached a high level of maturity and is well-supported algorithmically. However, experimental data shows that real decision makers choose such Bayes-optimal decisions surprisingly infrequently, often making decisions that are badly sub-optimal. So prevalent is such imperfect decision-making that it should be accepted as an inherent feature of real decision makers living within interacting societies.
To date such societies have been investigated from an economic and gametheoretic perspective, and even to a degree from a physics perspective. However, little research has been done from the perspective of computer science and associated disciplines like machine learning, information theory and neuroscience. This book is a major contribution to such research.
Some of the particular topics addressed include: How should we formalise rational decision making of a single imperfect decision maker? Does the answer change for a system of imperfect decision makers? Can we extend existing prescriptive theories for perfect decision makers to make them useful for imperfect ones? How can we exploit the relation of these problems to the control under varying and uncertain resources constraints as well as to the problem of the computational decision making? What can we learn from natural, engineered, and social systems to help us address these issues?
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Présentation de l'éditeur
Despite the high level of maturity now attained in prescriptive Bayesian decision making, real decision makers choose such Bayes-optimal solutions surprisingly infrequently. This book shows how these imperfections could be coped with in real life.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Decision Making with Imperfect Decision Makers (eng)
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Decision Making with Imperfect Decision Makers
Edité par
Springer Berlin Heidelberg Nov 2011, 2011
ISBN 10 : 364224646X
ISBN 13 : 9783642246463
Neuf
Couverture rigide
Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Prescriptive Bayesian decision making has reached a high level of maturity and is well-supported algorithmically. However, experimental data shows that real decision makers choose such Bayes-optimal decisions surprisingly infrequently, often making decisions that are badly sub-optimal. So prevalent is such imperfect decision-making that it should be accepted as an inherent feature of real decision makers living within interacting societies.To date such societies have been investigated from an economic and gametheoretic perspective, and even to a degree from a physics perspective. However, little research has been done from the perspective of computer science and associated disciplines like machine learning, information theory and neuroscience. This book is a major contribution to such research.Some of the particular topics addressed include: How should we formalise rational decision making of a single imperfect decision maker Does the answer change for a system of imperfect decision makers Can we extend existing prescriptive theories for perfect decision makers to make them useful for imperfect ones How can we exploit the relation of these problems to the control under varying and uncertain resources constraints as well as to the problem of the computational decision making What can we learn from natural, engineered, and social systems to help us address these issues 212 pp. Englisch. N° de réf. du vendeur 9783642246463
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Decision Making with Imperfect Decision Makers
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Springer Berlin Heidelberg, 2011
ISBN 10 : 364224646X
ISBN 13 : 9783642246463
Neuf
Couverture rigide
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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Why and how can imperfection be coped with in real life Proposes possible ways to approaches suitable to addressing design of decision strategies for and by imperfect designers and decision makers Edited outcome of best contributions to a N. N° de réf. du vendeur 5053636
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Decision Making With Imperfect Decision Makers
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Decision Making With Imperfect Decision Makers
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Springer, 2011
ISBN 10 : 364224646X
ISBN 13 : 9783642246463
Ancien ou d'occasion
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Decision Making with Imperfect Decision Makers (Intelligent Systems Reference Library, 28)
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Decision Making with Imperfect Decision Makers
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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Prescriptive Bayesian decision making has reached a high level of maturity and is well-supported algorithmically. However, experimental data shows that real decision makers choose such Bayes-optimal decisions surprisingly infrequently, often making decisions that are badly sub-optimal. So prevalent is such imperfect decision-making that it should be accepted as an inherent feature of real decision makers living within interacting societies.To date such societies have been investigated from an economic and gametheoretic perspective, and even to a degree from a physics perspective. However, little research has been done from the perspective of computer science and associated disciplines like machine learning, information theory and neuroscience. This book is a major contribution to such research.Some of the particular topics addressed include: How should we formalise rational decision making of a single imperfect decision maker Does the answer change for a system of imperfect decision makers Can we extend existing prescriptive theories for perfect decision makers to make them useful for imperfect ones How can we exploit the relation of these problems to the control under varying and uncertain resources constraints as well as to the problem of the computational decision making What can we learn from natural, engineered, and social systems to help us address these issues. N° de réf. du vendeur 9783642246463
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Decision Making with Imperfect Decision Makers
Edité par
Springer, Springer Berlin Heidelberg Nov 2011, 2011
ISBN 10 : 364224646X
ISBN 13 : 9783642246463
Neuf
Couverture rigide
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -Prescriptive Bayesian decision making has reached a high level of maturity and is well-supported algorithmically. However, experimental data shows that real decision makers choose such Bayes-optimal decisions surprisingly infrequently, often making decisions that are badly sub-optimal. So prevalent is such imperfect decision-making that it should be accepted as an inherent feature of real decision makers living within interacting societies.To date such societies have been investigated from an economic and gametheoretic perspective, and even to a degree from a physics perspective. However, little research has been done from the perspective of computer science and associated disciplines like machine learning, information theory and neuroscience. This book is a major contribution to such research.Some of the particular topics addressed include: How should we formalise rational decision making of a single imperfect decision maker Does the answer change for a system of imperfect decision makers Can we extend existing prescriptive theories for perfect decision makers to make them useful for imperfect ones How can we exploit the relation of these problems to the control under varying and uncertain resources constraints as well as to the problem of the computational decision making What can we learn from natural, engineered, and social systems to help us address these issues Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 212 pp. Englisch. N° de réf. du vendeur 9783642246463
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Decision Making With Imperfect Decision Makers
Edité par
Springer-Verlag New York Inc, 2011
ISBN 10 : 364224646X
ISBN 13 : 9783642246463
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Vendeur : Revaluation Books, Exeter, Royaume-Uni
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Hardcover. Etat : Brand New. 2012 edition. 212 pages. 9.25x6.25x0.75 inches. In Stock. N° de réf. du vendeur x-364224646X
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