书目名称 | Decision Making and Imperfection |
编辑 | Tatiana V. Guy,Miroslav Karny,David Wolpert |
视频video | |
概述 | 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 Inf |
丛书名称 | Studies in Computational Intelligence |
图书封面 |  |
描述 | .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 |
出版日期 | Book 2013 |
关键词 | Computational Intelligence; Decision Making; Imperfection |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-36406-8 |
isbn_softcover | 978-3-642-44638-2 |
isbn_ebook | 978-3-642-36406-8Series ISSN 1860-949X Series E-ISSN 1860-9503 |
issn_series | 1860-949X |
copyright | Springer-Verlag Berlin Heidelberg 2013 |