@inproceedings{2394925940224cf58531d9eaea23999d,
title = "Evolving neural induction regular language using combined evolutionary algorithms",
abstract = "This paper proposes a new algorithm called combined evolutionary algorithm (CEA) to train a neural network, and demonstrates its use in inducing thefinite state automata task. This algorithm evolves neural networks by incorporating the ideas of evolutionary programming(EP) and real coded genetic algorithms (RCGA) into evolution strategies (ESs). Simultaneously, we add the local competition into the CEA in order to reduce the complexity and maintain the diversity. This algorithm is able to balance the exploration and exploitation dynamically. We implement CEA and experiment on seven benchmark problems of regular language. The results indicate that the CF-4 is a powerful technique to construct neural networks.",
author = "Yang, {Jinn Moon} and Kao, {Cheng Yan} and Horng, {Jorng Tzong}",
note = "Publisher Copyright: {\textcopyright} 1996 ITESM.; 1996 Mexico-USA Collaboration in Intelligent Systems Technologies - 1st Joint Conference on Intelligent Systems between the 9th International Symposium on Artificial Intelllgence, ISAI 1996 and the 6th International Conference on Industrial Fuzzy Control and Intelligent Systems, IFIS 1996 ; Conference date: 12-11-1996 Through 15-11-1996",
year = "1996",
language = "???core.languages.en_GB???",
series = "Proceedings ISAI / IFIS 1996 Mexico - USA Collaboration in Intelligent Systems Technologies",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "162--169",
editor = "Rogelio Soto and Sanchez, {Jose M.} and Cantu-Ortiz, {Francisco J.} and Moraima Campbell",
booktitle = "Proceedings ISAI / IFIS 1996 Mexico - USA Collaboration in Intelligent Systems Technologies",
}