Second Order-Response Surface Model for the Automated Parameter Tuning Problem

Second Order-Response Surface Model for the Automated Parameter Tuning Problem

Several automated parameter tuning procedures/configurators have been proposed in order to find the best parameter setting for a target algorithm. These configurators can generally be classified into model-free and model-based approaches. We introduce a recent approach which is based on the hybridiz...

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Bibliographic Details
Main Authors: GUNAWAN, Aldy, LAU, Hoong Chuin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2014
Subjects:
Design of Experiment
Parameter Tuning
Response Surface Methodology
Second Order Model
Artificial Intelligence and Robotics
Computer Sciences
Operations Research, Systems Engineering and Industrial Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/2672
https://ink.library.smu.edu.sg/context/sis_research/article/3672/viewcontent/C123___Second_Order_Response_Surface_Model_for_the_Automated_Parameter_Tuning_Problem__IEEE2014_.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/2672
https://ink.library.smu.edu.sg/context/sis_research/article/3672/viewcontent/C123___Second_Order_Response_Surface_Model_for_the_Automated_Parameter_Tuning_Problem__IEEE2014_.pdf

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