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A generic design model for evolutionary algorithms
  • 期刊名称：Wuhan University of Natural Sciences, Vol.8, No.1B
  • 时间：0
  • 作者或编辑：3448
  • 页码：224-228
  • 语言：英文
  • 分类：O224[理学—运筹学与控制论;理学—数学]
  • 相关基金：Supported by the National Natural Science Foundation of China(70071042,60073043,60133010)
  • 相关项目：进化计算理论、方法及其应用
作者： He Feng|Kang Lishan|Chen Yuping|
关键词： EVOLUTIONARY, algorithm, GENERIC, design, model, separation, of, CONCERNS, ENCAPSULATION, REUSABILITY, extend-ibility
中文摘要：

A generic design model for evolutionary algorithms is proposed in this paper. The model, which was described by UML in details, focuses on the key concepts and mechanisms in evolutionary algorithms. The model not only achieves separation of concerns and encapsulation of implementations by classification and abstraction of those concepts, it also has a flexible architecture due to the application of design patterns. As a result, the model is reusable, extendible, easy to understand, easy to use, and easy to test. A large number of experiments applying the model to solve many different problems adequately illustrate the generality and effec-tivity of the model.

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