Natural genetic algorithm with controlled population evolution
β Scribed by Gang Li; Fu Tong
- Book ID
- 107483102
- Publisher
- Chinese Electronic Periodical Services
- Year
- 1999
- Tongue
- English
- Weight
- 318 KB
- Volume
- 3
- Category
- Article
- ISSN
- 1007-6417
No coin nor oath required. For personal study only.
π SIMILAR VOLUMES
Autonomous intelligent agents often must complete non-Markovian sequential tasks, which require complex recurrent neural controllers. In order to improve the convergence of evolution and reduce the computation time, this paper proposes application of an extended evolutionary algorithm. We implemente
A genetic algorithm (GA)-based scheme for learning fuzzy rules for controllers, called an optimized fuzzy logic controller (OFLC) was proposed by Chan, Xie and Rad (2000). In this article we first analyze their OFLC and discuss some of its limitations. We also propose some modifications on an OFLC t
Based on sliding mode control (SMC), an expert fuzzy controller synthesized by a collection of fuzzy linguistic control rules is proposed in this paper. The control strategy of the proposed controller is characterized by the linguistic terms in the fuzzy control rules. The membership functions of co