1- https://doi.org/10.1109/sice.2007.4421029
Genetic Network Programming with Control Nodes considering Breadth and Depth
- Sep 1, 2007
- Shinji Eto +3 more
Abstract
Many methods of generating behavior sequences of agents by evolution have been reported. A new evolutionary computation method named genetic network programming (GNP) has been also developed recently along with these trends. GNP has a directed graph structure and the search for obtaining optimal GNP becomes difficult when the scale of GNP is large. The aim of this paper is to find a well structured GNP considering Breadth and Depth of GNP searching. It has been shown that the proposed method is efficient compared with conventional GNPs from simulations using a garbage collector problem.
- # Genetic Network Programming
- # Conventional Genetic Network Programming
- # Directed Graph Structure
- # Control Nodes
- # Genetic Programming
- # Proposed Method
- # Evolutionary Method
- # Collector Problem
- # Evolutionary Computation Method
- # Garbage Collector
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