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Genetic algorithm and polynomial chaos modelling for performance optimization of photonic circuits under manufacturing variability

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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.

© 2018 The Author(s)

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