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

页码：868 / 877

页数：10

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