Object-Oriented Development of an Optimization Software in Java']Java Using Evolution Strategies

被引：1

作者：

Reinauer, Veronika ^{[1
]}

Magele, Christian ^{[2
]}

Scheiblich, Christian ^{[1
]}

Stermecki, Andrej ^{[2
]}

Banucu, Remus ^{[1
]}

Albert, Jan ^{[1
]}

Jaindl, Michael ^{[2
]}

Rucker, Wolfgang M. ^{[1
]}

机构：

[1] Univ Stuttgart, Inst Theory Elect Engn, D-70569 Stuttgart, Germany

[2] Graz Univ, Inst Fundamentals & Theory Elect Engn, A-8010 Graz, Austria

来源：

IEEE TRANSACTIONS ON MAGNETICS | 2012年 / 48卷 / 02期

关键词：

Approximation algorithms; design optimization; evolution strategies; object-oriented design and programming;

D O I：

10.1109/TMAG.2011.2177077

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Finding the optimal set of parameters of an often rather difficult system is a major task in numerical optimization. Evolution strategies are optimization techniques based on mutation, reproduction and recombination of configurations as well as environmental selection. A modular composition offers the applicability for different problems. For example, different simulation software packages may be applied and combined with different evaluation strategies. The possibility to approximate the objective function is given. This is facilitated by the use of modern software techniques like design patterns. Therefore, an innovative object-oriented software design for implementing the evolution strategies using Java is presented, discussed and the efficiency of the software package is proven by numerical examples.

引用

页码：603 / 606

页数：4

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