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

  • Daniele Melati
  • , Abi Waqas
  • , Dan Xia Xu
  • , Andrea Melloni

Research output: Chapter in Book/Report/Conference proceedingsChapterpeer-review

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.

Original languageEnglish
Title of host publicationOptical Fiber Communication Conference, OFC 2018
PublisherOptica Publishing Group (formerly OSA)
ISBN (Print)9781943580385
DOIs
Publication statusPublished - 2018
Externally publishedYes
EventOptical Fiber Communication Conference, OFC 2018 - San Diego, United States
Duration: 11 Mar 201715 Mar 2017

Publication series

NameOptics InfoBase Conference Papers
VolumePart F84-OFC 2018
ISSN (Electronic)2162-2701

Conference

ConferenceOptical Fiber Communication Conference, OFC 2018
Country/TerritoryUnited States
CitySan Diego
Period11/03/1715/03/17

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