Solving A Highly Multimodal Design Optimization Problem Using The Extended Genetic Algorithm GLEAM
Price
Free (open access)
Transaction
Volume
40
Pages
10
Published
1999
Size
1,085 kb
Paper DOI
10.2495/OP990191
Copyright
WIT Press
Author(s)
W. Jakob, M. Gorges-Schleuter, I. Sieber, W. SuB, H. Eggert
Abstract
In the area of micro system design, the usage of simulation and optimization must precede the production of specimen or test batches due to the expensive and time consuming nature of the production process itself. In this paper we report on the design optimization of a heterodyne receiver which is a detection module for optical communication-systems. The collimating lens-system of the receiver is optimized with respect to the tolerances of the fabrication and assembly process, as well as to the spherical aberrations of the lenses. It is shown that this is a highly multimodal problem which cannot be solved by traditional local hill climbing algorithms. For the applicability of more sop
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