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呂宗霖
Differential Evolution Algorithm

Differential Evolution Algorithm

Avatar of 呂宗霖.
Avatar of 呂宗霖.

Differential Evolution Algorithm

By呂宗霖
學生
・
Kaohsiung City, Taiwan

Differential Evolution Algorithm

使用差分進化演算法 (Differential evolution, DE)與其三個DE變型體(APTDE, EPSDE, MPEDE)去找十個目標函數 (objective function) 的全域最優解 (global optimal solution)。APTDE採用自適應群體數；EPSED採用自適應參數；MPEDE採用多群+自適應參數。整體表現上，（優）MPEDE > EPSDE > APTDE > Basic DE（差）。


相關連結

  1. 差分進化演算法 Differential evolution - 1
  2. 差分進化演算法 Differential evolution - 2｜APTDE｜自適應群體
  3. 差分進化演算法 Differential evolution - 3｜EPSDE、MPEDE｜自適應參數、多群
  4. 差分進化演算法 Differential evolution - 4｜APTDE, EPSDE, MPEDE比較結果
  5. Source code
使用差分進化演算法 (Differential evolution, DE)與其三個DE變型體(APTDE, EPSDE, MPEDE)去找十個目標函數 (objective function) 的全域最優解 (global optimal solution)。APTDE採用自適應群體數；EPSED採用自適應參數；MPEDE採用多群+自適應參數。整體表現上，（優）MPEDE > EPSDE > APTDE > Basic DE（差）。
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呂宗霖
Published: Mar 1st 2022
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