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A Survey of Computational Social Choice: Theory and Applications
PhD Qualifying Examination
Title: "A Survey of Computational Social Choice: Theory and Applications"
by
Mr. Ning DING
Abstract:
Social choice theory is a branch of mathematical social science discussing
the property of all possible election systems. It emerges when scientist
study the mathematical model of political institutions. Any society faces
the question of making compromise between people who have interest
conflicts. And people develop political systems to solve these problems.
For example, in modern democratic societies, residents cast votes to elect
political leaders and legislature, who are given the power to arbitrate
the compromise in the society. Although the interest of social choice
theory comes from these problems, once developed, this discipline applies
not only to the limited field. One of the areas it attracts attention from
is computer science, especially multi-agent systems domain. In this survey
we'll introduce some preliminary insights social choice theory and
computer science draws from each other.
As social choice theory considers the properties of all possible society,
we could imagine not much could be said to subscribe it. Actually most of
the fundamental results are impossibility theorem, saying what we can't
get, rather than the properties of what we can get, from a society. Among
the many results in this field, Arrow's impossibility theorem is probably
the most famous one. This theorem states that there's no social choice
function which satisfies 3 intuitive propositions, namely, Pareto
Optimality, non-dictatorship and Independent of Irrelevant
Alternatives(IIA).After discovery of this impossibility theorem, many
other impossibility theorems were found out, giving us a deeper
understanding of the dilemma in elections. In the Section 3 we'll have a
brief introduction of these impossibility theorems.
These complicated impossibility theorems are often big stones standing in
front of any novice willing to study social choice. The theorems
themselves are difficult to understand, let alone the even more subtle
proof. To make a more readable proof and understanding, Tang and Lin
introduced how to use a computer to prove these theorems. Section 4 will
include this and some other usage of computer to help solve problems in
social choice theory.
Social choice theory applies not only to human society, but also to
situations when multiple agents need to make common decisions. Since
multiagent system was introduced to artificial intelligence community,
social choice theory has drawn a lot of attention from computer
scientists. In section 5, there will be some discussion about the
application of choice rules to multiagent systems.
In section 6, we'll introduce some practical applications of social choice
theory. After that, some conclusion will be made.
Date: Wednesday, 20 April 2011
Time: 1:45pm - 3:45pm
Venue: Room 1504
lifts 25/26
Committee Members: Prof. Fangzhen Lin (Supervisor)
Prof. Siu-Wing Cheng (Chairperson)
Dr. Ke Yi
Prof. Nevin Zhang
**** ALL are Welcome ****