UCHIDA Kento 内田絢斗

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内田絢斗ウチダケント

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Researcher Number	30980487
Other IDs	https://orcid.org/0000-0002-4179-6020
Affiliation (Current)	2026: 横浜国立大学, 教育推進機構, 特任教員(助教)
Affiliation (based on the past Project Information) *help	2024: 横浜国立大学, 教育推進機構, 特任教員(助教)
Review Section/Research Field	Principal Investigator Basic Section 61040:Soft computing-related
Keywords	Principal Investigator アルゴリズム改良 / 確率モデル / ブラックボックス最適化 / 混合変数最適化 / 初期化 / ベイズ推定 / 進化計算

Research Projects
(1 results)
Research Products
(17 results)

ベイズ推定を用いた確率モデルに基づくBlack-Box最適化法の転移的初期化法の開発Principal Investigator
- Principal Investigator
  
  内田絢斗
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Yokohama National University

All 2025 2024

All Journal Article Presentation

[Journal Article] Tail Bounds on the Runtime of Categorical Compact Genetic Algorithm2024
- Author(s)
  Ryoki Hamano, Kento Uchida, Shinichi Shirakawa, Daiki Morinaga, Youhei Akimoto
- Journal Title
  
  Evolutionary Computation
  
  Volume: - Issue: 2 Pages: 1-49
- DOI
  10.1162/evco_a_00361
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] CatCMA with Margin: Stochastic Optimization for Continuous, Integer, and Categorical Variables2025
- Author(s)
  Ryoki Hamano, Masahiro Nomura, Shota Saito, Kento Uchida, Shinichi Shirakawa
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO 2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] Surrogate-Assisted CMA-ES for Problems with Low Effective Dimensionality2025
- Author(s)
  Yuta Sekino, Yohei Watanabe, Kento Uchida, Shinichi Shirakawa
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO 2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] Search Space Selection Using Constrained Mixed-Integer Optimization Method2025
- Author(s)
  Kento Uchida, Yohei Watanabe, Ryoki Hamano, Shinichi Shirakawa
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO 2025 Companion)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] Learning Rate Adaptation CMA-ES for Multimodal and Noisy Problems with Low Effective Dimensionality2025
- Author(s)
  Haruhito Nakagawa, Kento Uchida, Shinichi Shirakawa
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO 2025 Companion)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] Elitist Evolutionary Algorithm for Optimization on Sets of Points2025
- Author(s)
  Takumi Matsuo, Kento Uchida, Shinichi Shirakawa
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO 2025)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] Warm Starting of CMA-ES for Contextual Optimization Problems2024
- Author(s)
  Yuta Sekino, Kento Uchida, Shinichi Shirakawa
- Organizer
  Parallel Problem Solving From Nature (PPSN 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] CMA-ES for Safe Optimization2024
- Author(s)
  Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, Shinichi Shirakawa
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] ブラックボックス混合整数最適化問題の階層型問題への変換と効率的な解法の検討2024
- Author(s)
  渡邉陽平, 内田絢斗, 白川真一
- Organizer
  進化計算シンポジウム2024
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] 連続・整数・カテゴリ変数を含む混合変数Black-Box最適化問題のための確率モデルベース最適化法の提案2024
- Author(s)
  濱野椋希, 野村将寛, 斉藤翔汰, 内田絢斗, 白川真一
- Organizer
  進化計算シンポジウム2024
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] CMA-ES for Discrete and Mixed-Variable Optimization on Sets of Points2024
- Author(s)
  Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, Shinichi Shirakawa
- Organizer
  Parallel Problem Solving From Nature (PPSN 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] 点集合上の最適化問題のためのエリート保存型進化計算法の開発2024
- Author(s)
  松尾拓海, 内田絢斗, 白川真一
- Organizer
  進化計算シンポジウム2024
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] 評価値に影響を与えない次元をもつ最適化のためのサロゲートモデル付きCMA-ESの提案2024
- Author(s)
  関野裕太, 渡邉陽平, 内田絢斗, 白川真一
- Organizer
  進化計算シンポジウム2024
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] 学習率適応機構をもつCMA-ESのためのLow Effective Dimensionalityへの対処法の提案2024
- Author(s)
  中川遥仁, 山田裕太郎, 内田絢斗, 白川真一
- Organizer
  進化計算シンポジウム2024
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] How to Make Multi-Objective Evolutionary Algorithms Invariant to Monotonically Increasing Transformation of Objective Functions2024
- Author(s)
  Yutaro Yamada, Kento Uchida, Shinichi Shirakawa
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO 2024 Companion)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] CatCMA : Stochastic Optimization for Mixed-Category Problems2024
- Author(s)
  Ryoki Hamano, Shota Saito, Masahiro Nomura, Kento Uchida, Shinichi Shirakawa
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857
[Presentation] CMA-ES with Adaptive Reevaluation for Multiplicative Noise2024
- Author(s)
  Kento Uchida, Kenta Nishihara, Shinichi Shirakawa
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20857

UCHIDA Kento 内田 絢斗

内田 絢斗 ウチダ ケント

Research Projects

Research Products

ベイズ推定を用いた確率モデルに基づくBlack-Box最適化法の転移的初期化法の開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Tail Bounds on the Runtime of Categorical Compact Genetic Algorithm2024

Author(s)

Journal Title

DOI

Data Source

[Presentation] CatCMA with Margin: Stochastic Optimization for Continuous, Integer, and Categorical Variables2025

Author(s)

Organizer

Data Source

[Presentation] Surrogate-Assisted CMA-ES for Problems with Low Effective Dimensionality2025

Author(s)

Organizer

Data Source

[Presentation] Search Space Selection Using Constrained Mixed-Integer Optimization Method2025

Author(s)

Organizer

Data Source

[Presentation] Learning Rate Adaptation CMA-ES for Multimodal and Noisy Problems with Low Effective Dimensionality2025

Author(s)

Organizer

Data Source

[Presentation] Elitist Evolutionary Algorithm for Optimization on Sets of Points2025

Author(s)

Organizer

Data Source

[Presentation] Warm Starting of CMA-ES for Contextual Optimization Problems2024

Author(s)

Organizer

Data Source

[Presentation] CMA-ES for Safe Optimization2024

Author(s)

Organizer

Data Source

[Presentation] ブラックボックス混合整数最適化問題の階層型問題への変換と効率的な解法の検討2024

Author(s)

Organizer

Data Source

[Presentation] 連続・整数・カテゴリ変数を含む混合変数Black-Box最適化問題のための確率モデルベース最適化法の提案2024

Author(s)

Organizer

Data Source

[Presentation] CMA-ES for Discrete and Mixed-Variable Optimization on Sets of Points2024

Author(s)

Organizer

Data Source

[Presentation] 点集合上の最適化問題のためのエリート保存型進化計算法の開発2024

Author(s)

Organizer

Data Source

[Presentation] 評価値に影響を与えない次元をもつ最適化のためのサロゲートモデル付きCMA-ESの提案2024

Author(s)

Organizer

Data Source

[Presentation] 学習率適応機構をもつCMA-ESのためのLow Effective Dimensionalityへの対処法の提案2024

Author(s)

Organizer

Data Source

[Presentation] How to Make Multi-Objective Evolutionary Algorithms Invariant to Monotonically Increasing Transformation of Objective Functions2024

Author(s)

Organizer

Data Source

[Presentation] CatCMA : Stochastic Optimization for Mixed-Category Problems2024

Author(s)

Organizer

Data Source

[Presentation] CMA-ES with Adaptive Reevaluation for Multiplicative Noise2024

Author(s)

Organizer

Data Source

UCHIDA Kento 内田絢斗

内田絢斗ウチダケント