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Title: | Space mapping technology: a new approach to engineering optimization |
Authors: | Bandler, John W. |
Department: | Electrical and Computer Engineering |
Keywords: | space mapping;surrogate models;artificial neural networks;optimization;aggressive space mapping;electromagnetics-based design;device modeling;microwave circuits |
Publication Date: | 14-Nov-2000 |
Publisher: | Bandler Corporation |
Citation: | J.W. Bandler, “Space mapping technology: a new approach to engineering optimization,” Guest Lecture, Helsinki University of Technology, Nov. 14, 2000. |
Abstract: | Electromagnetics (EM) based device modeling and circuit optimization through Space Mapping (SM) technologies are reviewed. The SM concept continues to promise important benefits in the next generation of design optimization methodologies. Artificial Neural Networks can be incorporated into the SM optimization strategies. Aggressive Space Mapping (ASM) optimization closely follows the traditional experience and intuition of designers, while being rigorously grounded mathematically. Current progress in the development of suitable algorithms and software engines are presented. The SM concept addresses the contradictory challenge of exploitation of device models for CAD that are both accurate and fast. |
Description: | Slides for a guest lecture presented at Helsinki University of Technology, November 14, 2000. |
URI: | http://hdl.handle.net/11375/27370 |
Appears in Collections: | John Bandler Slides |
Files in This Item:
File | Description | Size | Format | |
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Bandler_Space_Mapping_Technology_Helsinki_U_November_14_2000.PPT | 2.53 MB | Microsoft Powerpoint | View/Open |
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