Publication Type
Conference Proceeding Article
Version
publishedVersion
Publication Date
7-2017
Abstract
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.
Discipline
Artificial Intelligence and Robotics | Software Engineering
Research Areas
Software and Cyber-Physical Systems
Publication
MIC 2017: Proceedings of the 12th Metaheuristics International Conference, Barcelona, 4-7 July
First Page
1
Last Page
8
Publisher
MIC
City or Country
Barcelona
Citation
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.
Available at: https://ink.library.smu.edu.sg/sis_research/3814
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.