DocumentCode
236811
Title
General Implementation of the Ant colony optimization on .NET platform
Author
Neubauer, Miloslav ; Stefek, Alexandr
Author_Institution
Univ. of Defence, Brno, Czech Republic
fYear
2014
fDate
3-5 Dec. 2014
Firstpage
619
Lastpage
624
Abstract
The paper presents an appropriate tool for testing and tuning algorithms based on the Ant colony optimization methods. Setting up a set of parameters of these methods is an essential and also very complex issue and in this way could be the presented implementation very beneficial. Suggested implementation depicted how to encapsulate mathematical algorithm into an generalized instrument which can be used for testing and evaluating all required inputs and moreover be user-friendly as much as possible. The implementation is built up on the .NET framework using all of its features as object oriented architecture and functional programming which can be very handy in practical experiments.
Keywords
ant colony optimisation; functional programming; object-oriented programming; .NET platform; NET framework; ant colony optimization; functional programming; general implementation; generalized instrument; mathematical algorithm; object oriented architecture; testing algorithms; tuning algorithms; Ant colony optimization; Decision making; Optimization; Sections; Space exploration; Testing; Traveling salesman problems; .NET; Ant Colony Optimization; Traveling salesman problem; graph representation;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics - Mechatronika (ME), 2014 16th International Conference on
Conference_Location
Brno
Print_ISBN
978-80-214-4817-9
Type
conf
DOI
10.1109/MECHATRONIKA.2014.7018330
Filename
7018330
Link To Document