Clustering of Search Trajectory and its Application to Parameter Tuning

Clustering of Search Trajectory and its Application to Parameter Tuning

This paper is concerned with automated classification of Combinatorial Optimization Problem instances for instance-specific parameter tuning purpose. We propose the CluPaTra Framework, a generic approach to CLUster instances based on similar PAtterns according to search TRAjectories and apply it on...

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Bibliographic Details
Main Authors: Lindawati, Linda, LAU, Hoong Chuin, LO, David
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2013
Subjects:
generic feature
search trajectory
instance-based automated parameter tuning
sequence alignment
local search algorithm
Artificial Intelligence and Robotics
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/1806
https://ink.library.smu.edu.sg/context/sis_research/article/2805/viewcontent/CluPaTra_preprint.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/1806
https://ink.library.smu.edu.sg/context/sis_research/article/2805/viewcontent/CluPaTra_preprint.pdf

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