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J-GLOBAL ID：200901021546502509   Update date: Jan. 30, 2024

Yamashita Makoto

ヤマシタ マコト | Yamashita Makoto
Affiliation and department：
Tokyo Institute of Technology School of Computing

About Tokyo Institute of Technology School of Computing


Job title： Associate Professor
Homepage URL  (1)： http://www.opt.c.titech.ac.jp/yamashita/
Research field  (4)： Mathematical informatics ,  Applied mathematics and statistics ,  Basic mathematics ,  Social systems engineering
Research keywords  (4)： Mathematical Optimization ,  Semidefinite Programs ,  Continuous Optimization ,  Optimal Selection Problem from Tree Breeding
Research theme for competitive and other funds  (13)：
  • 2021 - 2024 An improved dual projected gradient method for log-determinant semidefinite problems
  • 2020 - 2024 Theory and algorithms for ill-conditioned conic linear programming
  • 2018 - 2021 半整数制約付き種別構成問題に対する高性能錐最適化手法の構築
  • 2015 - 2019 錐最適化理論を用いた種別構成問題に対する効率的な計算手法の構築
  • 2014 - 2018 Accelerated (sub)gradient methods for large-scale convex optimization problems - with emphasis in the theoretical aspects of the implementation and its applications -
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Papers (43)：
  • Masaaki Tamai, Makoto Yamashita. A robust optimization method with successive linear programming for intensity-modulated radiation therapy. Optimization. 2023. 1-39
  • Godai Azuma, Mituhiro Fukuda, Sunyoung Kim, Makoto Yamashita. Exact SDP relaxations for quadratic programs with bipartite graph structures. Journal of Global Optimization. 2023. 86. 671-691
  • Heejune Sheen, Makoto Yamashita. Exploiting aggregate sparsity in second-order cone relaxations for quadratic constrained quadratic programming problems. OPTIMIZATION METHODS & SOFTWARE. 2022
  • Godai Azuma, Mituhiro Fukuda, Sunyoung Kim, Makoto Yamashita. Exact SDP relaxations of quadratically constrained quadratic programs with forest structures. Journal of Global Optimization. 2021. 82. 2. 243-262
  • Makoto Yamashita, Einosuke Iida, Yaguang Yang. An infeasible interior-point arc-search algorithm for nonlinear constrained optimization. Numerical Algorithms. 2021. 89. 1. 249-275
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MISC (22)：
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Books (1)：
  • 世界標準 MIT 教科書 ストラング:計算理工学
    近代科学社 2017
Lectures and oral presentations  (99)：
  • An infeasible interior-point arc-search algorithm for nonlinear constrained optimization
    (10th International Congress on Industrial and Applied Mathematics 2023)
  • Tightness conditions of SDP relaxation for QCQPs with bipartite graph structure
    (10th International Congress on Industrial and Applied Mathematics 2023)
  • A Modified Splitting Lagrangian Multiplier Method for Semi-Integer Problem
    (SIAM Conference on Optimization 2023 2023)
  • An Efficient Dual SPG Method for Log-Det SDP with Hidden Clustering Structure
    (SIAM Conference on Optimization 2023 2023)
  • Tight Semidefinite Relaxations for Sign-Indefinite Qcqps with Bipartite Structures
    (SIAM Conference on Optimization 2023 2023)
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Education (2)：
  • - 2004 Tokyo Institute of Technology Information Science and Engineering Mathematical and Computing Sciences
  • - 2004 Tokyo Institute of Technology Graduate School of Information Science and Engineering Department of Mathematical and Computing Sciences
Professional career (1)：
  • Doctor of Science (Tokyo Institute of Technology)
Work history (7)：
  • 2016/04 - 現在 Tokyo Institute of Technology School of Computing
  • 2012/10 - 2016/03 -:東京工業大学 情報理工学研究科 数理・計算科学専攻 准教授
  • 2008/04 - 2012/09 -:東京工業大学 情報理工学研究科 数理・計算科学専攻 助教
  • 2007/04 - 2008/03 :神奈川大学 工学部情報システム創成学科 特別助教
  • 2004 - 2008 :
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Committee career (8)：
  • 2019/05 - 現在 日本経営工学会 代議員
  • 2017/05 - 現在 日本経営工学会 支部委員
  • 2017/05 - 現在 日本経営工学会 関東支部事務局長
  • 2007/04 - 現在 日本経営工学会 西関東支部運営委員
  • 2015/05 - 2017/05 日本経営工学会 代議員
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Awards (6)：
  • 2019/10 - 日本経営工学会関東支部 研究交流賞
  • 2019/08 - Asia Pacific Society for Computing and Information Technology Outstanding research achievement and contribution
  • 2013/09 - 日本オペレーションズ・リサーチ学会 研究賞奨励賞
  • 2013/08 - 東京工業大学 挑戦的研究賞
  • 2005 - 手島工業教育資金団 手島精一記念研究賞博士論文賞
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Association Membership(s) (5)：
Mathematical Optimization Society ,  SIAM (Society for Industrial and Applied Mathematics) ,  INFORMS (Informatics on Operations Research and Management Science) ,  日本経営工学会 ,  日本オペレーションズ・リサーチ学会
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