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  • 标题:An Application of Flower Pollination Algorithm in Model Order Reduction of LTI Systems
  • 本地全文:下载
  • 作者:D. K. Sambariya ; Tarun Gupta
  • 期刊名称:American Journal of Electrical and Electronic Engineering
  • 印刷版ISSN:2328-7365
  • 电子版ISSN:2328-7357
  • 出版年度:2018
  • 卷号:6
  • 期号:3
  • 页码:77-84
  • DOI:10.12691/ajeee-6-3-1
  • 出版社:Science and Education Publishing
  • 摘要:Representation of physical system using mathematical models leads the process to high-order equations, which are difficult to use for analysis and synthesis. Therefore, it is necessary and useful to find the reduced order equations that describe the same characteristics as the original high-order system. This paper proposes a nature inspired flower pollination algorithm (FPA) for order reduction of original high-order linear time invariant systems. Reduced model will definitely be stable if the original model is stable. Four numerical examples of single-input and single-output systems of different orders are considered to verifying proposed method. The results are compared with different methods available in literature based on step response and performance indices.
  • 关键词:flower pollination algorithm (FPA); single-input single-output (SISO); reduced order model (ROM); model order reduction (MOR)
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