[轉錄][情報] 幫忙介紹 "基因遺傳演算法" (genetic a …

[tallfat (祂是愛我為我捨了自己)]

※ [本文轉錄自 NTUGIEE_ric 看板]

作者: ric2k1 (Ric) 看板: NTUGIEE_ric
標題: [情報] 幫忙介紹 "基因遺傳演算法" (genetic algorithms)
時間: Thu Aug 16 22:56:15 2007

剛從 UIUC 回來的于天立老師新開的課---

=====================================
> 各位前輩先進，
> 敝人於下學期(96上)開授 "基因遺傳演算法" (genetic algorithms)，內容涉及最
> 佳化問題的介紹、基因遺傳演算法的認識及當前發展。希望您能鼓勵有興趣的學生
> (大學部或研究生皆可)前來修習，謝謝！
>
> 時間：星期三 678
> 地點：明達225
>
> 晚 于天立 敬上
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目的:

(1) 使修課學生對基因遺傳演算法及其理論能有相關的認識。

(2) 訓練修課學生，使其有能力應用到未來可能遇到的最佳化問題上。

課程大綱:

* Introduction to a simple genetic algorithm* (GA), including motivation,
  simple GA mechanics, simple GA implementation, simple GA applications
  (*2 weeks*).

* Mathematical modeling*, including schemata theory, building-block
  hypothesis, no-free-lunch theorem, GA takeover, building-block decision
  making, deceptions, and problem difficulty (*4 weeks*).

* GA variations*, including different selection, crossover, and mutation
  operators, niching, problems with constraints, real-coded GAs, evolutionary
  strategies, and genetic programming (*5 weeks*).

* *

* Current GA development*, including competent GAs, estimation of distribution
  algorithms, and efficiency enhancement techniques (*5 weeks*).

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※ 發信站: 批踢踢實業坊(ptt.cc) 
◆ From: 59.121.141.48
推 tallfat:再轉借XD
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※ 發信站: 批踢踢實業坊(ptt.cc) 
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→ tallfat:http://www.illigal.uiuc.edu/web/wp-signup.php
→ tallfat:這是于教授以前是待的 illinois "GA" Lab耶! 好強XD
推 yellowfishie:老闆一直覺得SA比GA好。討論的結果是要看領域。
推 tallfat:是哪些領域比較適用呢？
推 yellowfishie:文章 #2331