The Approximability of Learning and Constraint Satisfaction Problems

An α-approximation algorithm is an algorithm guaranteed to output a solutionthat is within an α ratio of the optimal solution. We are interested in thefollowing question: Given an NP-hard optimization problem, what is the bestapproximation guarantee that any polynomial time algorithm could achieve?...

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Bibliographic Details
Main Author: Wu, Yi
Format: Others
Published: Research Showcase @ CMU 2010
Subjects:
Online Access:http://repository.cmu.edu/dissertations/24
http://repository.cmu.edu/cgi/viewcontent.cgi?article=1025&context=dissertations

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