BOOK
Kikai Gakushu No Tame No Renzoku Saiteki Ka (Kikai Gakushu Professional Series)
Kanamori Takashi Bun / Cho Suzuki Daiji / Cho Takeuchi Ichiro / Cho Sato Issei / Cho
3200yen
(3520yen Tax incl. in Japan)
| Points You Earn | 1% (32p) |
|---|---|
| Release Date | December 2016 |
| Availability | Backorder:Usually ships in 1-3 weeks |
Product Details
| Catalog No. | NEOBK-2035519 |
|---|---|
| JAN/ISBN | 9784061529205 |
| Product Type | BOOK |
| Label/Distributor | Kodansha |
Books are basically written in Japanese except for bilingual books or ones indicated as not written only in Japanese.
Related Artists
Translate Description
*As it is a machine translation, the result may not provide an accurate description. Please use it only as a reference. *Not available within the China mainland region.
Description in Japanese
機械学習のための連続最適化 (機械学習プロフェッショナルシリーズ) / 金森敬文/著 鈴木大慈/著 竹内一郎/著 佐藤一誠/著
境界分野が面白い!基礎から最先端まで、骨太の一冊!機械学習に不可欠な基礎知識が身につく。
Related Offer & Feature
Tracklisting
| 1 |
第1部 導入
|
| 2 |
第2部 制約なし最適化(最適性条件とアルゴリズムの停止条件
|
| 3 |
勾配法の基礎
|
| 4 |
ニュートン法
|
| 5 |
共役勾配法
|
| 6 |
準ニュートン法
|
| 7 |
信頼領域法)
|
| 8 |
第3部 制約付き最適化(等式制約付き最適化の最適性条件
|
| 9 |
不等式制約付き最適化の最適性条件
|
| 10 |
主問題に対する最適化法
|
| 11 |
ラグランジュ関数を用いる最適化法)
|
| 12 |
第4部 学習アルゴリズムとしての最適化(上界最小化アルゴリズム
|
| 13 |
サポートベクトルマシンと最適化
|
| 14 |
スパース学習
|
| 15 |
行列空間上の最適化)
|
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