Thursday 10 February 2011

Wseas Transactions

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The following information was submitted:

Transactions: INTERNATIONAL JOURNAL of MATHEMATICS AND COMPUTERS IN SIMULATION
Transactions ID Number: 20-417
Full Name: Milan Tuba
Position: Professor
Age: ON
Sex: Male
Address: M. Milankovica 178, 11070 N. Belgrade, SERBIA
Country: YUGOSLAVIA
Tel: +381 64 8650052
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E-mail address: tubamilan@ptt.rs
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Title of the Paper: Performance of object-oriented software system for improved artificial bee colony optimization
Authors as they appear in the Paper: Nebojsa Bacanin, Milan Tuba, Ivona Brajevic
Email addresses of all the authors: nbacanin@megatrend.edu.rs,tubamilan@ptt.rs,ivona.brajevic@googlemail.com
Number of paper pages: 9
Abstract: Artificial bee colony (ABC) metaheuristic algorithm introduced by Karaboga was successfully used on many continuous optimization problems. There is also a corresponding program written in C. This article describes an object-oriented software system for improved artificial bee colony algorithm written in C# with corresponding flexible graphical user interface (GUI). Since this implementation is object-oriented it is easier for maintenance and it uses threads which significantly increases execution speed on multicore processors. The application was successfully tested on standard benchmark problems.
Keywords: Artificial bee colony, Optimization, Software system, Swarm intelligence, Nature inspired metaheuristic algorithms
EXTENSION of the file: .pdf
Special (Invited) Session: An Object-Oriented Software Implementation of a Modified Artificial Bee Colony (ABC) Algorithm
Organizer of the Session: 632-240
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