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Advanced Portfolio Techniques

Authors: 

Barry Hurley, Lars Kotthoff, Yuri Malitsky, Deepak Mehta, Barry O'Sullivan

Publication Type: 
Refereed Original Article
Abstract: 
There exists a proliferation of different approaches to using portfolios and algorithm selection to make solving combinatorial search and optimisation problems more efficient, as surveyed in the previous chapter. In this chapter, we take a look at a detailed case study that leverages transformations between problem representations to make portfolios more effective, followed by extensions to the state of the art that make algorithm selection more robust in practice.
Digital Object Identifer (DOI): 
10.1007/978-3-319-50137-6_8
Publication Status: 
Published
Publication Date: 
03/12/2016
Journal: 
Lecture Notes in Computer Science
Pages: 
191-225
Institution: 
National University of Ireland, Cork (UCC)
Open access repository: 
No