- Title
- A comparative study of state transition algorithm with harmony search and artificial bee colony
- Creator
- Zhou, Xiaojun; Gao, David; Yang, Chunhua
- Date
- 2013
- Type
- Text; Journal article
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/31938
- Identifier
- vital:5143
- Identifier
-
https://doi.org/10.1007/978-3-642-37502-6_78
- Identifier
- ISSN:21945357 (ISSN); 9783642375019 (ISBN)
- Abstract
- We focus on a comparative study of three recently developed nature-inspired optimization algorithms, including state transition algorithm, harmony search and artificial bee colony. Their core mechanisms are introduced and their similarities and differences are described. Then, a suit of 27 well-known benchmark problems are used to investigate the performance of these algorithms and finally we discuss their general applicability with respect to the structure of optimization problems. © Springer-Verlag Berlin Heidelberg 2013.
- Relation
- Advances in Intelligent Systems and Computing Vol. 212, no. (2013), p. 651-659
- Rights
- Copyright Springer
- Rights
- This metadata is freely available under a CCO license
- Subject
- Artificial bee colony; Harmony search; State transition algorithm; Artificial bee colonies; Bench-mark problems; Comparative studies; Core mechanisms; Optimization algorithms; Optimization problems; State transitions; Computation theory; Algorithms
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