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...
Saved in:
Main Authors: | Lindawati, Linda, LAU, Hoong Chuin, LO, David |
---|---|
Format: | text |
Language: | English |
Published: |
Institutional Knowledge at Singapore Management University
2013
|
Subjects: | |
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 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Singapore Management University |
Language: | English |
Similar Items
-
Instance-based parameter tuning via search trajectory similarity clustering
by: LINDAWATI, Linda, et al.
Published: (2011) -
Generic Instance-Specific Automated Parameter Tuning Framework
by: LINDAWATI, Linda
Published: (2014) -
Automated Parameter Tuning Framework for Heterogeneous and Large Instances: Case study in Quadratic Assignment Problem
by: LINDAWATI, Linda, et al.
Published: (2013) -
A feature-based data-driven approach for controller design and tuning
by: Xu, J.-X., et al.
Published: (2014) -
SUPPORTING GENERIC CLUSTERING AND SIMILARITY SEARCH FOR MASSIVE DATASETS
by: LUO PINGYI
Published: (2023)