Title :
Analysis of evolutionary computation research through IEEE conferences
Author :
Murata, Tadahiko ; Takagi, Hideyuki
Author_Institution :
Dept. of Informatics, Kansai Univ., Osaka, Japan
Abstract :
Recently a large number of applications of evolutionary computation (EC) have been proposed. In this paper, we examine the number of papers relating to evolutionary computation submitted to the World Congress on Computational Intelligence (WCCI) and the Int. Conf. on Systems, Man and Cybernetics (SMC). We examine applications of EC In five fields: (1) hybridization of EC with neural networks (NN) or fuzzy systems (FS), (2) application of EC In classification, recognition, and data mining, (3) application of Interaction EC (EEC), (4) enhancing technique for EC, and (5) practical application of EC. We analyze the data and make EC research trends clear.
Keywords :
evolutionary computation; fuzzy systems; genetic algorithms; optimisation; computational intelligence; data mining; evolutionary computation research; fuzzy systems; neural networks; Art; Computer networks; Evolutionary computation; Genetic programming; Inference algorithms; Informatics; Neural networks; Sliding mode control; Societies; Uncertainty;
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
Print_ISBN :
0-7803-7437-1
DOI :
10.1109/ICSMC.2002.1176042
