Fuzzy logic resource manager: Decision trees and EA model

被引：0
|
作者：
Smith, JF [1 ]
Rhyne, RD [1 ]
机构：
[1] USN, Res Lab, Washington, DC 20375 USA
来源：
IC-AI'2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS I-III | 2001年
关键词：
fuzzy logic; resource management; genetic algorithms; expert systems; distributed Al algorithm;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
An expert system based on fuzzy logic and optimized by a genetic algorithm has been developed that automatically allocates electronic attack (EA) resources in real-time. This expert system or resource manager is made up of four trees, the isolated platform tree, the multi-platform tree, the fuzzy parameter selection tree and the fuzzy strategy tree. The isolated platform tree provides a fuzzy decision tree that allows an individual platform to respond to a threat. The multi-platform tree allows a group of platforms to respond to a threat in a collaborative fashion. The fuzzy parameter selection tree is designed to make optimal selections of root concept parameters. Finally, the strategy tree is a fuzzy tree that an agent uses to try to predict the behavior of an enemy.
引用
收藏
页码：380 / 383
页数：4
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