Decision Making and Imperfection PDF
By:Tatiana Guy,Miroslav Karny,David Wolpert
Published on 2013-02-01 by Springer
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.
This Book was ranked at 26 by Google Books for keyword Santé.
Book ID of Decision Making and Imperfection's Books is 3ES6BQAAQBAJ, Book which was written byTatiana Guy,Miroslav Karny,David Wolperthave ETAG "vv0TLJPPDFo"
Book which was published by Springer since 2013-02-01 have ISBNs, ISBN 13 Code is 9783642364068 and ISBN 10 Code is 3642364063
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Book which have "187 Pages" is Printed at BOOK under CategoryComputers
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