Dynamic Multiobjective Optimization Algorithm Based on Average Distance Linear Prediction Model

المؤلفون المشاركون

Li, Zhiyong
Chen, Hengyong
Xie, Zhaoxin
Chen, Chao
Sallam, Ahmed

المصدر

The Scientific World Journal

العدد

المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-9، 9ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2014-01-30

دولة النشر

مصر

عدد الصفحات

9

التخصصات الرئيسية

الطب البشري
تكنولوجيا المعلومات وعلم الحاسوب

الملخص EN

Many real-world optimization problems involve objectives, constraints, and parameters which constantly change with time.

Optimization in a changing environment is a challenging task, especially when multiple objectives are required to be optimized simultaneously.

Nowadays the common way to solve dynamic multiobjective optimization problems (DMOPs) is to utilize history information to guide future search, but there is no common successful method to solve different DMOPs.

In this paper, we define a kind of dynamic multiobjectives problem with translational Paretooptimal set (DMOP-TPS) and propose a new prediction model named ADLM for solving DMOP-TPS.

We have tested and compared the proposed prediction model (ADLM) with three traditional prediction models on several classic DMOP-TPS test problems.

The simulation results show that our proposed prediction model outperforms other prediction models for DMOP-TPS.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Li, Zhiyong& Chen, Hengyong& Xie, Zhaoxin& Chen, Chao& Sallam, Ahmed. 2014. Dynamic Multiobjective Optimization Algorithm Based on Average Distance Linear Prediction Model. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-1049425

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Li, Zhiyong…[et al.]. Dynamic Multiobjective Optimization Algorithm Based on Average Distance Linear Prediction Model. The Scientific World Journal No. 2014 (2014), pp.1-9.
https://search.emarefa.net/detail/BIM-1049425

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Li, Zhiyong& Chen, Hengyong& Xie, Zhaoxin& Chen, Chao& Sallam, Ahmed. Dynamic Multiobjective Optimization Algorithm Based on Average Distance Linear Prediction Model. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-1049425

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1049425