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author:

Chen, Jing (Chen, Jing.) [1] | Liu, Tundong (Liu, Tundong.) [2] | Jiang, Hao (Jiang, Hao.) [3] (Scholars:江灏)

Indexed by:

EI Scopus SCIE

Abstract:

A Pareto-based multi-objective optimization approach is proposed to design multichannel FBG filters. Instead of defining a single optimal objective, the proposed method establishes the multi-objective model by taking two design objectives into account, which are minimizing the maximum index modulation and minimizing the mean dispersion error. To address this optimization problem, we develop a two-stage evolutionary computation approach integrating an elitist non-dominated sorting genetic algorithm (NSGA-II) and technique for order preference by similarity to ideal solution (TOPSIS). NSGA-ll is utilized to search for the candidate solutions in terms of both objectives. The obtained results are provided as Paretic) front. Subsequently, the best compromise solution is determined by the TOPSIS method from the Paretic) front according to the decision maker's preference. The design results show that the proposed approach yields a remarkable reduction of the maximum index modulation and the performance of dispersion spectra of the designed filter can be optimized simultaneously. (C) 2015 Elsevier B.V. All rights reserved

Keyword:

Fiber Bragg grating (FBG) Multichannel filter Multi-objective optimization Non-dominated sorting genetic algorithm

Community:

  • [ 1 ] [Chen, Jing]Xiamen Univ, Sch Informat Sci & Engn, Xiamen 361005, Peoples R China
  • [ 2 ] [Liu, Tundong]Xiamen Univ, Sch Informat Sci & Engn, Xiamen 361005, Peoples R China
  • [ 3 ] [Jiang, Hao]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 4 ] [Jiang, Hao]Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore

Reprint 's Address:

  • 江灏

    [Jiang, Hao]Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore

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Source :

OPTICS COMMUNICATIONS

ISSN: 0030-4018

Year: 2016

Volume: 358

Page: 59-64

1 . 5 8 8

JCR@2016

2 . 2 0 0

JCR@2023

ESI Discipline: PHYSICS;

ESI HC Threshold:186

JCR Journal Grade:3

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 4

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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