DocumentCode :
2992800
Title :
An Interactive Programming Platform
Author :
Ye, Yuan ; Hongxing, Liu
Author_Institution :
Sch. of Electron. Sci. & Eng. 1040, Nanjing Univ., Nanjing, China
fYear :
2011
fDate :
24-28 Sept. 2011
Firstpage :
18
Lastpage :
23
Abstract :
The optimization softwares, on linear programming and nonlinear programming, are making much more difference in social, economic and engineering fields. Most current optimization softwares usually either employ classic local optimization techniques or adopt some global optimization techniques. In this paper, an interactive optimization software with a specially designed evolutionary algorithm, named an interactive optimization platform, is introduced. The key procedure of the platform design is analyzed, and the scheme of the platform is proposed, and finally the platform is implemented. The features of the designed platform include: (1) dynamically adjusting the penalty factor related to the extended objective function at interface, (2) using only two specially designed interactive evolution operators, (3) having a particular mechanism of parallel computing, (4) and a going-back mechanism. With several tests, it was indicated that the implemented platform is easy to use, and can achieve precise solutions stably, having outstanding advantages, and so, the proposed scheme is satisfactory.
Keywords :
evolutionary computation; interactive programming; nonlinear programming; parallel processing; evolutionary algorithm; global optimization technique; going-back mechanism; interactive evolution operators; interactive optimization software; interactive programming platform; nonlinear programming; parallel computing; penalty factor; Evolutionary computation; Graphical user interfaces; Optimization; Programming; Software; Software algorithms; Testing; evolutionary algorithm; genetic algorithm; mathematical programming; optimization; platform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Complexity and Data Mining (IWCDM), 2011 First International Workshop on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4577-2007-9
Type :
conf
DOI :
10.1109/IWCDM.2011.12
Filename :
6128408
Link To Document :
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