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数理データ科学研究室
Showing the original Japanese · View translation
数理最適化と統計学の理論で、設計やデータの問題を解く研究室。
AboutAbout the lab
最適化と統計の数理を、理論から応用まで。
数理データ科学研究室は、
最適化では、
統計では、
確率過程を
Key terms
- 数理最適化
- 決められた
条件のもとで、 目的と する 量が いちばん 良くなる 解を 数学的に 求める 方法 - ロバスト最適化
- データに
不確かさが あっても 悪い 結果に なりにくい解を 求める、 最適化の 考え方 - 確率過程
- 時間とともに
ランダムに 変わっていく 量を、 数学の モデルで 表した もの
ResearchResearch themes
数理最適化と
*Illustrative image連続最適化と応用力学
凸最適化、
*Illustrative imageロバスト最適化
不確かな
*Illustrative image数理統計学と統計モデリング
ホロノミック勾配法を
*Illustrative image確率過程の統計解析
拡散過程や
MembersFaculty
- Professor寒野 善博Publications ↗
- Professor清 智也Publications ↗
- Associate Professor荻原 哲平Publications ↗
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RelatedLabs similar to 数理データ科学研究室
The information on this page is compiled by the LabLog team from the lab's public information and interviews. For corrections or removal requests, please contact LabLog, not the lab.
Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Rosenbrock function 2” RokerHRO / Public domain (cropped)
- 連続最適化と
応用力学: “Bridge of the Gods October 2019 001” King of Hearts / CC BY-SA 4.0 (cropped) - ロバスト最適化: “Himmelblau Function” Simiprof / CC BY-SA 3.0 (cropped)
- 数理統計学と
統計モデリング: “Symmetric distribution for continuous probability distribution” Data1125 / CC0 (cropped) - 確率過程の
統計解析: “Asset-Prices-Simulated-using-the-Brownian-Motion-Stochastic-Process-Many” NivedRajeev / CC BY-SA 4.0 (cropped) - Related lab (統計情報学研究室): “Beta distribution for 3 different prior probability functions - J. Rodal” Dr. J. Rodal / CC BY-SA 3.0 (cropped)
- Related lab (数理生命情報学研究室): “Mouse Embryo Cerebellum ( )” NIH Image Gallery from Bethesda, Maryland, USA / Public domain (cropped)
- Related lab (学習数理情報学研究室(山西研究室)): “CERN Server 03” Florian Hirzinger - www.fh-ap.com / CC BY-SA 3.0 (cropped)
- Related lab (計算情報学研究室): “SocialNetworkAnalysis” Martin Grandjean / CC BY-SA 4.0 (cropped)
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