An evolutionary approach to derive adaptive optimal control policy

DOI

Bibliographic Information

Other Title
  • 進化最適化手法による適応的最適制御則の導出
  • In the case of chemical reaction process
  • 化学反応プロセスを例として

Abstract

To obtain a near optimal control policy for real world chemical processes, in this paper, we focused our attention on a new meta-heuristic method termed differential evolution (DE). Compared with conventional approaches characterized by variational logic as well as by the inconveniences of simultaneous optimization methods for differential-algebraic equation, we have shown DE's ability to derive a near optimal solution adaptive to various requirements in practice. Since the algorithm is straightforward and flexible to manage various conditions, we can cope with high dimensionality and outstanding non-linearity peculiar to chemical process in real world applications. Taking reaction processes, we applied the proposed method under various meaningful conditions, and validated its adaptability in comparison with other methods.

Journal

Details 詳細情報について

  • CRID
    1390001205646726016
  • NII Article ID
    130005025545
  • DOI
    10.11511/jacc.52.0.69.0
  • Text Lang
    ja
  • Data Source
    • JaLC
    • CiNii Articles
  • Abstract License Flag
    Disallowed

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