Towards a Rigorous Formulation of the Space Mapping Technique for Engineering Design |
Slawek Koziel, John W. Bandler, Kaj Madsen
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| Abstract | This paper deals with the Space Mapping (SM) approach to engineering design optimization. We attempt here a theoretical justification of methods that have already proven efficient in solving practical problems, especially in the RF and microwave area. A formal definition of optimization algorithms using surrogate models based on SM technology is given. Convergence conditions for the chosen subclass of algorithms are discussed and explained using a synthetic example, the so-called generalized cheese-cutting problem. An illustrative, circuit-theory based example is also considered. |
| Keywords | optimization, space mapping, surrogate models |
| Type | Conference paper [With referee] |
| Conference | Int. Symp. Circuits, Syst. ISCAS (Kobe, Japan) |
| Year | 2005 Month June pp. 5605-5608 |
| BibTeX data | [bibtex] |
| IMM Group(s) | Scientific Computing |