Surrogate based optimization using kriging models with applications / Amira Mohammed Desoky Salama ; Supervised Abdelkarim S. Hassan , Shawar F. Ragab , Sameh A. Dakroury
Material type:
- الأمثلة المعتمدة علي البدائل بإستخدام نماذج كريكنج مع التطبيقات [Added title page title]
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Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Mathematics and Physics
The work represented in this thesis is about using the kriging surrogate models in the engineering optimization. Two proposed methods for using kriging models are introduced. The proposed methods are applied on a set of classical bench-mark test examples. In addition, they are applied to some practical stochastic optimization problems in which the objective function has an expectation form, namely in the design of microwave circuits
Issued also as CD
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