A Short Introduction to Preferences

A Short Introduction to Preferences pdf epub mobi txt 电子书 下载 2025

出版者:Morgan & Claypool Publishers
作者:Francesca Rossi
出品人:
页数:102
译者:
出版时间:2011-7-27
价格:GBP 24.99
装帧:Paperback
isbn号码:9781608455867
丛书系列:
图书标签:
  • economics 
  • Methodology 
  • 经科 
  • MacroEcon 
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Computational social choice is an expanding field that merges classical topics like economics and voting theory with more modern topics like artificial intelligence, multiagent systems, and computational complexity. This book provides a concise introduction to the main research lines in this field, covering aspects such as preference modelling, uncertainty reasoning, social choice, stable matching, and computational aspects of preference aggregation and manipulation. The book is centered around the notion of preference reasoning, both in the single-agent and the multi-agent setting. It presents the main approaches to modeling and reasoning with preferences, with particular attention to two popular and powerful formalisms, soft constraints and CP-nets. The authors consider preference elicitation and various forms of uncertainty in soft constraints. They review the most relevant results in voting, with special attention to computational social choice. Finally, the book considers preferences in matching problems.

The book is intended for students and researchers who may be interested in an introduction to preference reasoning and multi-agent preference aggregation, and who want to know the basic notions and results in computational social choice.

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