An analysis of post-selection in automatic configuration

• Main Authors: YUAN, Zhi, St\303\274tzle, Thomas, Montes De Oca, Marco A., LAU, Hoong Chuin, Birattari, Mauro
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Automatic algorithm configuration; Post-selection; Search; Artificial Intelligence and Robotics; Computer Sciences; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/3369; https://ink.library.smu.edu.sg/context/sis_research/article/4371/viewcontent/AnalysisPost_Selection.pdf
• Institution: Singapore Management University

Automated algorithm configuration methods have proven to be instrumental in deriving high-performing algorithms and such methods are increasingly often used to configure evolutionary algorithms. One major challenge in devising automatic algorithm configuration techniques is to handle the inherent st...