Robust ultra large bandwidth SMF design using hybrid GA-BF evolutionary algorithm

被引:0
|
作者
Makouei, Somayeh [1 ]
Makouei, Fatemeh [1 ]
机构
[1] Univ Tabriz, Fac Elect & Comp Engn, Tabriz 51664, Iran
来源
OPTIK | 2019年 / 194卷
关键词
Optical communications; Dispersion; Thermal stability; Genetic algorithm; Bacterial foraging; CHROMATIC DISPERSION; TEMPERATURE-DEPENDENCE; WI-TYPE; FIBER; INDEX; SLOPE;
D O I
10.1016/j.ijleo.2019.163113
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this article, a specific design of broad band optical fiber with DWDM purpose is introduced. The key feature in the developed design is the stability in transmission characteristics in installation process. This superior feature is gained by inserting the temperature sensitivity of pulse broadening factor (PBF) and bandwidth (BW) in the cost function of the optimization algorithm. In selection of cost function, the trade-off between increment of BW and decrement of PBF is in target. The cost function consists four terms in which the first two terms control the BW increment and PBF decrement, simultaneously. The further two terms are responsible for stability of the abovementioned parameters against the variation in the environment temperature. Application of the hybrid optimization method of GA-BF in design process is developed. The designed structure holds an ultra-large bandwidth of 297 nm that covers the E + S +C + L communication bands. Also, the BW thermal factor is 22 pm/degrees C which is extremely small and negligible and shows the high stability of the structure dispersion and dispersion slope when used in field. The designed structure, despite the flattened dispersion, holds a high effective area. This effectively enhances the consequences of power rise due to increment in the number of channels.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Design of Robust Fractional Order Lead-Lag controller using a Hybrid Dynamic GA-BF Algorithm for Power System Oscillation Damping
    Abdulkhader, Haseena Kuttom Parambil
    2021 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, COMMUNICATION, COMPUTER TECHNOLOGIES AND OPTIMIZATION TECHNIQUES (ICEECCOT), 2021, : 631 - 636
  • [2] A multiobjective hybrid evolutionary algorithm for robust design of distribution networks
    Carrano, Eduardo G.
    Taroco, Cristiane G.
    Neto, Oriane M.
    Takahashi, Ricardo H. C.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 63 : 645 - 656
  • [3] Constrained robust optimal design using a multiobjective evolutionary algorithm
    Ray, T
    CEC'02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2002, : 419 - 424
  • [4] A ROBUST PI BASED LFC DESIGN USING BF-NM ALGORITHM
    Tavakoli, Mohamad Reza
    Khodabakhshian, Amin
    Hooshmand, Rahmat Allah
    2012 25TH IEEE CANADIAN CONFERENCE ON ELECTRICAL & COMPUTER ENGINEERING (CCECE), 2012,
  • [5] DESIGN OPTIMIZATION OF ELECTRICAL HUBS USING HYBRID EVOLUTIONARY ALGORITHM
    Perera, A. T. D.
    Nik, Vahid M.
    Mauree, D.
    Scartezzini, J-L
    PROCEEDINGS OF THE ASME 10TH INTERNATIONAL CONFERENCE ON ENERGY SUSTAINABILITY, 2016, VOL 1, 2016,
  • [6] GA-EDA:: Hybrid evolutionary algorithm using genetic and estimation of distribution algorithms
    Peña, JM
    Robles, V
    Larrañaga, P
    Herves, V
    Rosales, F
    Pérez, MS
    INNOVATIONS IN APPLIED ARTIFICIAL INTELLIGENCE, 2004, 3029 : 361 - 371
  • [7] Integrated multistage logistics network design by using hybrid evolutionary algorithm
    Lin, Lin
    Gen, Mitsuo
    Wang, Xiaoguang
    COMPUTERS & INDUSTRIAL ENGINEERING, 2009, 56 (03) : 854 - 873
  • [8] Design of robust parameter experiments in a continuous space using an evolutionary optimization algorithm
    Santiago, Eduardo
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2012, 82 (06) : 825 - 847
  • [9] Optimum Design of Linear Antenna Arrays Using a Hybrid MoM/GA Algorithm
    Hussein, A. H.
    Abdullah, H. H.
    Salem, A. M.
    Khamis, S.
    Nasr, M.
    IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2011, 10 : 1232 - 1235
  • [10] A Hierarchy Topology Design Using a Hybrid Evolutionary Algorithm in Wireless Sensor Networks
    Hosseinirad, S. M.
    INTERNATIONAL JOURNAL OF ENGINEERING, 2018, 31 (10): : 1651 - 1658