An approach toward pareto front based dimensionality reduction of parameters in nonlinear circuits

DOI IR (HANDLE)

Bibliographic Information

Other Title
  • パレートフロントに基づく非線形回路のパラメータ次元圧縮へのアプローチ

Description

In this thesis, we consider dimensionality reduction of parameters in a piecewise linear model of boost converter with PV input. The circuit is subject to a bi-objective optimization problem where the first and second objectives evaluate efficiency of input power and stability of periodic orbits, respectively. A trade off exists between the two objectives and is represented by a Pareto front. An approximation of the Pareto front is a criterion for the dimensionality reduction. Performing precise numerical experiment, a simple dimensionality reduction from two-dimensional parameter space into a one-dimensional parameter subspace is achieved.

Journal

Keywords

Details 詳細情報について

  • CRID
    1390011540582415104
  • DOI
    10.15002/00025349
  • HANDLE
    10114/00025349
  • ISSN
    24368083
  • Text Lang
    ja
  • Article Type
    departmental bulletin paper
  • Data Source
    • JaLC
    • IRDB
  • Abstract License Flag
    Allowed

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