A derivative - free trust region optimization method using quadratic approximation : With applications in stochastic optimization / Aya Tollah Moustafa Saber Moustafa Aboudina ; Supervised Hany L. Abdelmalek , Abdelkarim S. Hassan , Azza Adel Ahmed Rabie
Material type:
- طريقة امثلية غير تفاضلية بمنطقة ثقة باستخدام تقريب تربيعى : مع تطبيقاتها فى الامثلية العشوائية [Added title page title]
- Issued also as CD
Item type | Current library | Home library | Call number | Copy number | Status | Barcode | |
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قاعة الرسائل الجامعية - الدور الاول | المكتبة المركزبة الجديدة - جامعة القاهرة | Cai01.13.10.M.Sc.2010.Ay.D (Browse shelf(Opens below)) | Not for loan | 01010110053802000 | ||
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مخـــزن الرســائل الجـــامعية - البدروم | المكتبة المركزبة الجديدة - جامعة القاهرة | Cai01.13.10.M.Sc.2010.Ay.D (Browse shelf(Opens below)) | 53802.CD | Not for loan | 01020110053802000 |
Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Mathematics and Physics
In this thesis a new derivative - free trust region optimization method is proposed in which the objective function is approximated via convex quadratic models . Each model is optimized within a trust region instead of the computationally expensive objective function . The proposed method requires a few number of function evaluations for building the initial model
Issued also as CD
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