DocumentCode
2779132
Title
Towards a more complete classification system for dynamically changing environments
Author
Duhain, Julien G O L ; Engelbrecht, Andries P.
Author_Institution
Dept. of Comput. Sci., Univ. of Pretoria, Pretoria, South Africa
fYear
2012
fDate
10-15 June 2012
Firstpage
1
Lastpage
8
Abstract
In spite of substantial research applying evolutionary algorithms and swarm based algorithms to solve dynamic problems, the classification of dynamic environments is missing universal standards. This paper examines the various methods used so far to characterise dynamic optimisation problems and proposes an inclusive classification system. Additionally, a way to generate environments of each type using the moving peak benchmark is described.
Keywords
dynamic programming; evolutionary computation; pattern classification; classification system; dynamic environment clasification; dynamic optimisation problems; dynamically changing environments; evolutionary algorithms; moving peak benchmark; swarm based algorithms; Correlation; Equations; Heuristic algorithms; Large Hadron Collider; Mathematical model; Optimization; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation (CEC), 2012 IEEE Congress on
Conference_Location
Brisbane, QLD
Print_ISBN
978-1-4673-1510-4
Electronic_ISBN
978-1-4673-1508-1
Type
conf
DOI
10.1109/CEC.2012.6252881
Filename
6252881
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