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

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 Optical Fiber Communications Conference and Exposition, OFC 2018 - Proceedings
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11311/1121633
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