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Conferences > OFC > 2018 > M3I > M3I.4

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

Daniele Melati, Abi Waqas, Dan-Xia Xu, and Andrea Melloni

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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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