Multi-Objective Optimization for Mountainous Watershed Model Parameters with Real-Coded GA and MOCOM-UA.

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  • 実数値ＧＡ・ＭＯＣＯＭ‐ＵＡによる山地流域水循環モデルのパラメータ多目的最適化
  • 実数値GA・MOCOM-UAによる山地流域水循環モデルのパラメータ多目的最適化
  • ジッスウチ GA MOCOM UA ニ ヨル サンチ リュウイキミズ ジュンカン モデル ノ パラメータ タモクテキ サイテキカ

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This paper describes automatic optimization methods for the parameters of our mountainous watershed model. Because this model simulates not only the groundwater runoff but also the groundwater levels at observation well, multi-objective optimization method has to be employed. Real-coded GA and MOCOM-UA, effective global optimization methods suitable for multi-objective optimization, are examined in this paper. After examining the basic performance of the both method by numerical experiments, we tested the applicability of them with observed data of Shiozawa mountainous experimental basin that has an unconfined aquifer.

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