We propose an efficient technique based on polynomial chaos expansion and genetic algorithms to enable constrained optimization of photonic integrated circuits subject to fabrication tolerances. Simulations on a realistic SOI design confirm its effectiveness.
Genetic algorithm and polynomial chaos modelling for performance optimization of photonic circuits under manufacturing variability
Melati, D;Waqas, A;Melloni, A
2018-01-01
Abstract
We propose an efficient technique based on polynomial chaos expansion and genetic algorithms to enable constrained optimization of photonic integrated circuits subject to fabrication tolerances. Simulations on a realistic SOI design confirm its effectiveness.File in questo prodotto:
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