000			02260cam a2200349 a 4500
003			EG-GiCUC
005			20250223031045.0
008			140923s2014 ua dh f m 000 0 eng d
040			_aEG-GiCUC _beng _cEG-GiCUC
041	0		_aeng
049			_aDeposite
097			_aM.Sc
099			_aCai01.13.10.M.Sc.2014.Ah.O
100	0		_aAhmed Sayed Mohamed Etman
245	1	0	_aOptimal design of computationally expensive engineering systems using normed distance and surrogate models / _cAhmed Sayed Mohamed Etman ; Supervised Abdelkarim S. Hassan , Tamer M. Abulfadl , Azza A. Rabie
246	1	5	_aالتصميم الأمثل للنظم المكلفة حسابيا باستخدام المسافات المعيارية والنماذج البديلة
260			_aCairo : _bAhmed Sayed Mohamed Etman , _c2014
300			_a93 P. : _bcharts , facsimiles ; _c30cm
502			_aThesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Mathematics and Physics
520			_aOptimization is a crucial step for optimal system design. The optimization process requires many function evaluations to obtain the optimal design of computationally expensive engineering systems (CEES). Nowadays, the increasing complexity of engineering systems in different areas (such as structural mechanics, fluid dynamics, electrical engineering and electromagnetics) implies a significant increase of the CPU time consumption in the design and optimization stage. The computational overhead makes the optimization of such CEES practically prohibitive. To overcome this problem, computationally cheap surrogate models (Response Surfaces, Space Mapping, Kriging Models and Neural Networks) are used. Throughout the optimization process, iteratively updated surrogates are employed to replace the computationally expensive models.
530			_aIssued also as CD
653		4	_aDesign Centering
653		4	_aNormed Distance
653		4	_aOptimal Design
700	0		_aAbdelkarim Saaban Hassan , _eSupervisor
700	0		_aAzza Adel Ahmed Rabie , _eSupervisor
700	0		_aTamer Moustafa Elsayed Abulfadl , _eSupervisor
856			_uhttp://172.23.153.220/th.pdf
905			_aAml _eCataloger
905			_aNazla _eRevisor
942			_2ddc _cTH
999			_c47517 _d47517