Concurrent application of genetic algorithm in pattern recognition

被引：0
|
作者：
Köppen, M [1 ]
Dimitriadou, E [1 ]
机构：
[1] Fraunhofer IPK, D-10587 Berlin, Germany
来源：
DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS | 2003年 / 104卷
关键词：
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：
This paper proposes the fitness control procedure for the application of genetic algorithms (GA) in pattern recognition. Instead of using GA to solve a concomitant optimization problem, the task is rather represented as a set of data bitstrings, and a similarity measure among those data bitstrings. Then, the GA is used to select the subgroup yielding highest mutual similarity. The paper also provides and discusses some examples for such a procedure, taken from the fields: pattern classification, clustering, and measuring.
引用
收藏
页码：868 / 877
页数：10
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