OSCAR: Online selection of algorithm portfolios with case study on memetic algorithms

• Main Authors: MISIR, Mustafa, HANDOKO, Stephanus Daniel, LAU, Hoong Chuin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Artificial Intelligence and Robotics; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/2792; https://ink.library.smu.edu.sg/context/sis_research/article/3792/viewcontent/OSCAR_2015_lion_afv.pdf
• Institution: Singapore Management University

This paper introduces an automated approach called OSCAR that combines algorithm portfolios and online algorithm selection. The goal of algorithm portfolios is to construct a subset of algorithms with diverse problem solving capabilities. The portfolio is then used to select algorithms from for solv...