Conference Proceeding Article
The present study offers a more user-friendly and parallelized version of a web-based algorithm portfolio generator, called ADVISER. ADVISER is a portfolio generation tool to deliver a group of configurations for a given set of algorithms targeting a particular problem. The resulting configurations are expected to be diverse such that each can perform well on a certain type of problem instances. One issue with ADVISER is that it performs portfolio generation on a single-core which results in long waiting times for the users. Besides that, it lacks of a reporting system with visualizations to tell more about the generated portfolios. ADVISER is extended as ADVISER+ to overcome both of these issues while introducing new tuning based portfolio generation capabilities.
Artificial Intelligence and Robotics | Software Engineering
Software and Cyber-Physical Systems
MIC 2017: Proceedings of the 12th Metaheuristics International Conference, Barcelona, 4-7 July
City or Country
LAU, Hoong Chuin; MISIR, Mustafa; LI, Xiang LI; and JIANG, Lingxiao.
ADVISER+: Toward a usable web-based algorithm portfolio deviser. (2017). MIC 2017: Proceedings of the 12th Metaheuristics International Conference, Barcelona, 4-7 July. 1-8. Research Collection School Of Information Systems.
Available at: http://ink.library.smu.edu.sg/sis_research/3814
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