http://hdl.handle.net/1893/26223
Appears in Collections: | Computing Science and Mathematics Conference Papers and Proceedings |
Author(s): | Graham, Kevin Smith, Leslie |
Contact Email: | lss@cs.stir.ac.uk |
Title: | Comparing hyper-heuristics with blackboard systems |
Citation: | Graham K & Smith L (2017) Comparing hyper-heuristics with blackboard systems. In: 2017 Genetic and Evolutionary Computation Conference Companion, GECCO 2017. GECCO 2017: The Genetic and Evolutionary Computation Conference, Berlin, Germany, 15.07.2017-19.07.2017. New York: Association for Computing Machinery, Inc, pp. 1141-1145. https://doi.org/10.1145/3067695.3082055 |
Issue Date: | 2017 |
Date Deposited: | 29-Nov-2017 |
Conference Name: | GECCO 2017: The Genetic and Evolutionary Computation Conference |
Conference Dates: | 2017-07-15 - 2017-07-19 |
Conference Location: | Berlin, Germany |
Abstract: | This paper aims to draw a comparison between the traditional view of hyper-heuristics and a lesser known type of multi-agent system known as a blackboard system. Both approaches share many similarities in both implementation and philosophy but also have several important differences in terms of characteristics and approach, such as a difference in control scheme. To investigate the consequences of the perceived differences, both approaches are decomposed into their constituent parts and compared with a focus on the perceived strengths and weaknesses of adopting one methodology over the other. |
Status: | VoR - Version of Record |
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