An overview of some practical quasi- newton methods for unconstrained optimization

Other Title(s)

دراسة حصرية لبعض الخوارزميات التطبيقية المشابهة لطريقة قانون نيوتن للحلول المثلى غير المقيدة

Joint Authors

al-Baali, Muhyi al-Din
Khalfan, Hamid

Source

Sultan Qaboos University Journal for Science

Issue

Vol. 2007, Issue 12 (31 Dec. 2007), pp.199-209, 11 p.

Publisher

Sultan Qaboos University College of Science

Publication Date

2007-12-31

Country of Publication

Oman

No. of Pages

11

Main Subjects

Mathematics

Topics

Abstract AR

تعتبر الخوارزميات المشابهة لطريقة نيوتن من الطرق التطبيقية الأكثر كفاءة لمسائل الحلول المثلى غير المقيدة.

تتضمن هذه المقالة دراسة شاملة لبعض الخوارزميات الحديثة من هذا النوع مع التركيز على الطرق المستخدمة في تقريب مصفوفة المشتقة الثانية و وسائل تطويرها.

Abstract EN

Quasi-Newton methods are among the most practical and efficient iterative methods for solving unconstrained minimization problems.

In this paper we give an overview of some of these methods with focus primarily on the Hessian approximation updates and modifications aimed at improving their performance.

American Psychological Association (APA)

al-Baali, Muhyi al-Din& Khalfan, Hamid. 2007. An overview of some practical quasi- newton methods for unconstrained optimization. Sultan Qaboos University Journal for Science،Vol. 2007, no. 12, pp.199-209.
https://search.emarefa.net/detail/BIM-26426

Modern Language Association (MLA)

al-Baali, Muhyi al-Din& Khalfan, Hamid. An overview of some practical quasi- newton methods for unconstrained optimization. Sultan Qaboos University Journal for Science No. 12 (2007), pp.199-209.
https://search.emarefa.net/detail/BIM-26426

American Medical Association (AMA)

al-Baali, Muhyi al-Din& Khalfan, Hamid. An overview of some practical quasi- newton methods for unconstrained optimization. Sultan Qaboos University Journal for Science. 2007. Vol. 2007, no. 12, pp.199-209.
https://search.emarefa.net/detail/BIM-26426

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 207-209

Record ID

BIM-26426