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Decision Making and Imperfection by Tatiana V Guy Hardcover | Indigo Chapters
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Decision Making and Imperfection by Tatiana V Guy Hardcover | Indigo Chapters - new book

ISBN: 9783642364051

Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ from those recommended by the axiomatically well-grounded normative Bayesian dec… More...

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Tatiana V Guy:

Decision Making and Imperfection - hardcover

2013, ISBN: 3642364055

[EAN: 9783642364051], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], COMPUTATIONALINTELLIGENCE; DECISIONMAKING, Druck auf Anfrage Neuware -Decision making (DM) is ubiquitous in bot… More...

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Decision Making and Imperfection - Guy, Tatiana V.|Karny, Miroslav|Wolpert, David
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Guy, Tatiana V.|Karny, Miroslav|Wolpert, David:
Decision Making and Imperfection - hardcover

2013

ISBN: 3642364055

[EAN: 9783642364051], Neubuch, [PU: Springer Berlin Heidelberg], COMPUTATIONALINTELLIGENCE DECISIONMAKING TECHNIK ALLGEMEINES LEXIKA COMPUTATIONAL INTELLIGENCE DECISION MAKING IMPERFECTIO… More...

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Guy, Tatiana V Karny, Miroslav Wolpert, David:
Decision Making and Imperfection - hardcover

2013, ISBN: 9783642364051

[ED: Hardcover], [PU: Springer Berlin], Einband mit leichten Lagerspuren an den Ecken, innen neuwertig (ungelesen). Versand als Postbrief, DHL- Paket oder Hermes-Paket in sicherer Verpac… More...

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Guy, Tatiana V, Miroslav Karny und David Wolpert:
Decision Making and Imperfection - hardcover

2013, ISBN: 3642364055

[EAN: 9783642364051], Gebraucht, guter Zustand, [PU: Springer Berlin], COMPUTATIONAL INTELLIGENCE,DECISION MAKING,IMPERFECTION,, Buchschnitt verkürzt- gepflegter, sauberer Zustand - Ausga… More...

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Decision Making and Imperfection by Tatiana V Guy Hardcover | Indigo Chapters
Author:
Title:
ISBN:

3642364055


Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ from those recommended by the axiomatically well-grounded normative Bayesian decision theory, in a large part due to limited cognitive and computational resources of decision makers (either artificial units or humans). This state of a airs is often described by saying that decision makers are imperfect and exhibit bounded rationality. The neglected influence of emotional state and personality traits is an additional reason why normative theory fails to model human DM process.

 

The book is a joint effort of the top researchers from different disciplines to identify sources of imperfection and ways how to decrease discrepancies between the prescriptive theory and real-life DM. The contributions consider:

 

·          how a crowd of imperfect decision makers outperforms experts' decisions;

 

·          how to decrease decision makers' imperfection by reducing knowledge available;

 

·          how to decrease imperfection via automated elicitation of DM preferences;

 

·          a human's limited willingness to master the available decision-support tools as an additional source of imperfection;

 

·          how the decision maker's emotional state influences the rationality;  a DM support of edutainment robot based on its system of values and respecting emotions.

 

The book will appeal to anyone interested in the challenging topic of DM theory and its applications.

Details of the book - Decision Making and Imperfection by Tatiana V Guy Hardcover | Indigo Chapters


EAN (ISBN-13): 9783642364051
ISBN (ISBN-10): 3642364055
Hardcover
Paperback
Publishing year: 2013
Publisher: Tatiana V Guy
204 Pages
Weight: 0,439 kg
Language: Englisch

Book in our database since 2007-12-22T21:06:25+00:00 (London)
Detail page last modified on 2022-10-25T18:28:24+01:00 (London)
ISBN/EAN: 3642364055

ISBN - alternate spelling:
3-642-36405-5, 978-3-642-36405-1
Alternate spelling and related search-keywords:
Book author: karny miroslav, guy, wolpert, miro, wolpe, miroslav kárny, miró, kárný miroslav
Book title: maki, making

Information from Publisher

Author: Tatiana V Guy; Miroslav Karny; David Wolpert
Title: Studies in Computational Intelligence; Decision Making and Imperfection
Publisher: Springer; Springer Berlin
187 Pages
Publishing year: 2013-02-02
Berlin; Heidelberg; DE
Printed / Made in
Language: English
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XV, 187 p. 72 illus., 24 illus. in color.

BB; Hardcover, Softcover / Technik/Allgemeines, Lexika; Künstliche Intelligenz; Verstehen; Ingenieurwissenschaften; Computational Intelligence; Decision Making; Imperfection; Computational Intelligence; Artificial Intelligence; EA; BC

Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ from those recommended by the axiomatically well-grounded normative Bayesian decision theory, in a large part due to limited cognitive and computational resources of decision makers (either artificial units or humans). This state of a airs is often described by saying that decision makers are imperfect and exhibit bounded rationality. The neglected influence of emotional state and personality traits is an additional reason why normative theory fails to model human DM process. The book is a joint effort of the top researchers from different disciplines to identify sources of imperfection and ways how to decrease discrepancies between the prescriptive theory and real-life DM. The contributions consider: ·          how a crowd of imperfect decision makers outperforms experts' decisions; ·          how to decrease decision makers' imperfection by reducing knowledge available; ·          how to decrease imperfection via automated elicitation of DM preferences; ·          a human's limited willingness to master the available decision-support tools as an additional source of imperfection;  ·          how the decision maker's emotional state influences the rationality;  a DM support of edutainment robot based on its system of values and respecting emotions. The book will appeal to anyone interested in the challenging topic of DM theory and its applications..
Latest research on Decision Making and Imperfection Results of the a workshop Decision Making with Multiple Imperfect Decision Maker shield in conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011) December 16-17, 2011, Sierra Nevada, Spain Written by leading experts in the field

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