Solving A Highly Multimodal Design
Optimization Problem Using The Extended
Genetic Algorithm GLEAM
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
Keywords
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