Lp algorithms - PowerPoint PPT Presentation

Computational problems, algorithms, runtime, hardness

Computational problems, algorithms, runtime, hardness (a brief introduction to theoretical computer science) slides by Vincent Conitzer. Set Cover (a computational problem ). We are given: A finite set S = {1, …, n} A collection of subsets of S: S 1 , S 2 , …, S m We are asked:

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EMIS 8373: Integer Programming

EMIS 8373: Integer Programming. Refinements to LP-Based Branch-and-Bound updated 31 March 2009 . Divide and Conquer. Optimization problem: z = max{ cx : x  S }

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Solution methods for NP-hard Discrete Optimization Problems

Solution methods for NP-hard Discrete Optimization Problems. Three main directions to solve NP-hard discrete optimization problems: Integer programming techniques Approximation algorithms Heuristics On time-accuracy tradeoff schedule:. Integer programming. Approximation algorithms.

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