eBook: Short Introduction to Preferences: Between AI and Social Choice (DRM PDF)
 
電子書格式: DRM PDF
作者: Francesca Rossi, Kristen Brent Venable, Toby Walsh 
系列: Synthesis Lectures on Artificial Intelligence and
分類: Mathematical modelling ,
Artificial intelligence ,
Machine learning  
書城編號: 25084735


售價: $325.00

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製造商: Springer International Publishing
出版日期: 2022/06/01
ISBN: 9783031015564
 
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商品簡介
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. Table of Contents: Introduction / Preference Modeling and Reasoning / Uncertainty in Preference Reasoning / Aggregating Preferences / Stable Marriage Problems
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Francesca Rossi 作者作品表

The Big Book of Explorers Games (Board book)

Woodland Fairy Tales (Hardcover)

Princess Fairy Tales (Hardcover)

Fairy Tale Adventures Puzzlebook (Hardcover)

Journey to the Centre of the Earth (Hardcover)

Treasure Island (Hardcover)

Greatest Fairy Tales (Hardcover)

Gulliver's Travels (Hardcover)

Twenty Thousand Leagues Under the Sea (Hardcover)

Story Cubes Space (Hardcover)

Story Cubes Magic (Hardcover)

Story Cubes Adventures (Hardcover)

Classic Fairy Tales by H.C. Andersen (Hardcover)

Classic Fairy Tales by Charles Perrault (Hardcover)

Who's Afraid of Witches? (Paperback)

Who's Afraid of the Big, Bad Wolf? (Paperback)

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Toby Walsh 作者作品表

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eBook: Principles and Practice of Constraint Programming - CP 2001: 7th International Conference, CP 2001, Paphos, Cyprus, November 26 - December 1, 2

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