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Developments of discrete optimization theory and efficient algorithms based on submodular structures

Research Project

Project/Area Number 25280004
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Mathematical informatics
Research InstitutionKyoto University

Principal Investigator

Fujishige Satoru  京都大学, 数理解析研究所, 特任教授 (10092321)

Co-Investigator(Kenkyū-buntansha) 牧野 和久  京都大学, 数理解析研究所, 教授 (60294162)
平井 広志  東京大学, 大学院情報理工学系研究科, 准教授 (20378962)
高澤 兼二郎  法政大学, 理工学部, 准教授 (10583859)
谷川 眞一  東京大学, 大学院情報理工学系研究科, 准教授 (30623540)
Project Period (FY) 2013-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥17,420,000 (Direct Cost: ¥13,400,000、Indirect Cost: ¥4,020,000)
Fiscal Year 2017: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2015: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2014: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2013: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Keywords離散最適化 / 組合せ最適化 / 劣モジュラ関数 / 離散アルゴリズム / アルゴリズム / 劣モジュラ構造 / 数理計画
Outline of Final Research Achievements

From the view points of the discrete structures associated with submodularity, we have investigated the theory and algorithms for discrete and combinatorial optimization problems which has been drawing researchers' attention in the world. We have developed a new theory of discrete convex functions, based on submodular structures, and effectively applied the theory to combinatorial and discrete optimization problems. We have also examined a general class of submodular-like discrete structures such as transversal-submodular functions and skew-bisubmodular functions. We then have shown fundamental min-max theorems for such discrete systems and investigated discrete algorithmic structures. We have also shown that the submodular structures play crucial roles in economy with indivisible commodities and a class of allocation problems in gaming situations.

Academic Significance and Societal Importance of the Research Achievements

大規模な離散最適化・組合せ最適化問題を厳密に、あるいは、近似的に解くための効率的アルゴリズムの構築に向けて、劣モジュラ的な離散構造の有効性を明らかにした。学術的な意義としては、離散最適化・組合せ最適化の理論と効率的アルゴリズムの基礎となる、離散凸関数の新たな理論構築や、新たな劣モジュラ的関数に関連する最大・最小定理の導出等であり、社会的意義としては、非分割財の経済やゲーム論的配分の問題における劣モジュラ構造の有用性の解明等である。

Report

(7 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (58 results)

All 2019 2018 2017 2016 2015 2014 2013

All Journal Article (30 results) (of which Int'l Joint Research: 10 results,  Peer Reviewed: 27 results,  Open Access: 7 results,  Acknowledgement Compliant: 14 results) Presentation (28 results) (of which Int'l Joint Research: 10 results,  Invited: 7 results)

  • [Journal Article] Greedy Systems of Linear Inequalities and Lexicographically Optimal Solutions2019

    • Author(s)
      Fujishige Satoru
    • Journal Title

      RAIRO - Operations Research

      Volume: - Issue: 5 Pages: 1929-1935

    • DOI

      10.1051/ro/2019001

    • NAID

      120006770227

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Random Assignment Problem with Submodular Constraints on Goods2018

    • Author(s)
      Fujishige Satoru、Sano Yoshio、Zhan Ping
    • Journal Title

      ACM Transactions on Economics and Computation

      Volume: 6 Issue: 1 Pages: 1-28

    • DOI

      10.1145/3175496

    • NAID

      120006384156

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Polynomial combinatorial algorithms for skew-bisubmodular function minimization2018

    • Author(s)
      Fujishige Satoru、Tanigawa Shin-ichi
    • Journal Title

      Mathematical Programming

      Volume: 掲載予定 Issue: 1-2 Pages: 87-114

    • DOI

      10.1007/s10107-017-1171-2

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A compact representation for minimizers of k-submodular functions2018

    • Author(s)
      Hirai Hiroshi、Oki Taihei
    • Journal Title

      Journal of Combinatorial Optimization

      Volume: 掲載予定 Issue: 3 Pages: 709-741

    • DOI

      10.1007/s10878-017-0142-0

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On a spontaneous decentralized market process2017

    • Author(s)
      Fujishige Satoru、and Yang Zaifu
    • Journal Title

      Journal of Mechanism and Institution Design

      Volume: 2 Issue: 1 Pages: 1-37

    • DOI

      10.22574/jmid.2017.12.001

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Parametric bisubmodular function minimization and its associated signed ring family2017

    • Author(s)
      Fujishige Satoru
    • Journal Title

      Discrete Applied Mathematics

      Volume: 227 Pages: 142-148

    • DOI

      10.1016/j.dam.2017.04.047

    • NAID

      120006346263

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Matroids are immune to Braess paradox2017

    • Author(s)
      S. Fujishige, M. X. Goemans, T. Harks, B. Peis, and R. Zenklusen
    • Journal Title

      Mathematics of Operations Research

      Volume: 印刷中 Issue: 3 Pages: 745-761

    • DOI

      10.1287/moor.2016.0825

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] A convex programming-based algorithm for mean payoff stochastic games with perfect information2017

    • Author(s)
      Boros Endre、Elbassioni Khaled、Gurvich Vladimir、Makino Kazuhisa
    • Journal Title

      Optimization Letters

      Volume: 11 Issue: 8 Pages: 1499-1512

    • DOI

      10.1007/s11590-017-1140-y

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Decomposition theorems for square-free 2-matchings in bipartite graphs2017

    • Author(s)
      Kenjiro Takazawa
    • Journal Title

      Discrete Applied Mathematics

      Volume: 233 Pages: 215-223

    • DOI

      10.1016/j.dam.2017.07.035

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Finding a maximum 2-matching excluding prescribed cycles in bipartite graphs2017

    • Author(s)
      Kenjiro Takazawa
    • Journal Title

      Discrete Optimization

      Volume: 26 Pages: 26-40

    • DOI

      10.1016/j.disopt.2017.05.003

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Excluded t-factors in bipartite graphs: A unified framework for nonbipartite matchings and restricted 2-matchings2017

    • Author(s)
      Kenjiro Takazawa
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 10328 Pages: 430-441

    • DOI

      10.1007/978-3-319-59250-3_35

    • ISBN
      9783319592497, 9783319592503
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Algorithm for the Problem of Minimum Weight Packing of Arborescences with Matroid Constraints2017

    • Author(s)
      Szigeti Zoltan、 Tanigawa Shin-ichi
    • Journal Title

      University of Tokyo, Mathematical Engineering Technical Reports

      Volume: 2017-14 Pages: 1-13

    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] A representation of antimatroids by Horn rules and its application to educational systems2017

    • Author(s)
      H. Yoshikawa, H. Hirai, and K. Makino
    • Journal Title

      Journal of Mathematical Psychology

      Volume: 77 Pages: 82-93

    • DOI

      10.1016/j.jmp.2016.09.002

    • NAID

      130008061497

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Decentralized market processes for stable job matchings with competitive salaries2016

    • Author(s)
      B. Chen, S. Fujishige, and Z. Yang
    • Journal Title

      Journal of Economic Theory

      Volume: 165 Pages: 25-36

    • DOI

      10.1016/j.jet.2016.04.003

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Online minimization knapsack problem2016

    • Author(s)
      X. Han and K. Makino
    • Journal Title

      Theoretical Computer Science

      Volume: 609 Pages: 185-196

    • DOI

      10.1016/j.tcs.2015.09.021

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] On packing spanning arborescences with matroid constraint2016

    • Author(s)
      Q. Fortier, C. Kiraly, Z. Szigeti, and S. Tanigawa
    • Journal Title

      EGRES technical report

      Volume: TR-2016-18

    • Related Report
      2016 Annual Research Report
    • Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Finding a maximum 2-matching excluding prescribed cycles in bipartite graphs2016

    • Author(s)
      K. Takazawa
    • Journal Title

      Leibniz International Proceedings in Informatics

      Volume: 58

    • DOI

      10.4230/LIPIcs.MFCS.2016.87

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] On uncrossing games for skew-supermodular functions2016

    • Author(s)
      H. Hirai
    • Journal Title

      Journal of the Operations Research Society of Japan

      Volume: 59

    • NAID

      130005146565

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Congestion games viewed from M-convexity2015

    • Author(s)
      S. Fujishige, M. X. Goemans, T. Harks, B. Peis, and R. Zenklusen
    • Journal Title

      Operations Research Letters

      Volume: 43 Issue: 3 Pages: 329-333

    • DOI

      10.1016/j.orl.2015.04.002

    • NAID

      120005608043

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] MONOTONICITY IN STEEPEST ASCENT ALGORITHMS FOR POLYHEDRAL L-CONCAVE FUNCTIONS2015

    • Author(s)
      S. Fujishige, K. Murota, and A. Shioura
    • Journal Title

      Journal of the Operations Research Society of Japan

      Volume: 58 Issue: 2 Pages: 184-208

    • DOI

      10.15807/jorsj.58.184

    • NAID

      130005083503

    • ISSN
      0453-4514, 2188-8299
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Parameterized complexity of sparse linear complementarity problems2015

    • Author(s)
      H. Sumita, N. Kakimura, and K. Makino
    • Journal Title

      Leibniz International Proceedings in Informatics

      Volume: 43 Pages: 355-364

    • DOI

      10.4230/LIPIcs.IPEC.2015.355

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Count matroids of group-labeled graphs2015

    • Author(s)
      R. Ikeshita and S. Tanigawa
    • Journal Title

      arXiv:1507.01259

      Volume: 00 Pages: 1-16

    • Related Report
      2015 Annual Research Report
    • Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] A min-max theorem for transversal submodular functions and its implications2014

    • Author(s)
      S. Fujishige and S. Tanigawa
    • Journal Title

      SIAM Journal on Discrete Mathematics

      Volume: 28 Issue: 4 Pages: 1855-1875

    • DOI

      10.1137/130936415

    • NAID

      120005511074

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Bisubmodular polyhedra, simplicial divisions, and discrete convexity2014

    • Author(s)
      S. Fujishige
    • Journal Title

      Discrete Optimization

      Volume: 12 Pages: 115-120

    • DOI

      10.1016/j.disopt.2014.02.002

    • NAID

      120005411431

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] On half-integrality of network synthesis problem2014

    • Author(s)
      T. N. Hau , H. Hirai, and N. Tsuchimura
    • Journal Title

      Journal of the Operations Research Society of Japan

      Volume: 57

    • NAID

      110009828386

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Dual consistent systems of linear inequalities and cardinality constrained polytopes2014

    • Author(s)
      S. Fujishige and J. Massberg
    • Journal Title

      Mathematical Programming, Ser. B

      Volume: (掲載予定) Issue: 1 Pages: 35-48

    • DOI

      10.1007/s10107-014-0748-2

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Generalized Skew Bisubmodularity: A Characterization and a Min-Max Theorem2014

    • Author(s)
      Satoru Fujishige, Shin-ichi Tanigawa, and Yuichi Yoshida
    • Journal Title

      Discrete Optimization

      Volume: 12 Pages: 1-9

    • DOI

      10.1016/j.disopt.2013.12.001

    • NAID

      120005411432

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Optimal matching forests and valuated delta-matroids,2014

    • Author(s)
      Kenjiro Takazawa
    • Journal Title

      SIAM Journal on Discrete Mathematics

      Volume: 28 Issue: 1 Pages: 445-467

    • DOI

      10.1137/110827661

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Nash Equilibria with Minimum Potential in Undirected Broadcast Games2013

    • Author(s)
      Yasushi Kawase, Kazuhisa Makino
    • Journal Title

      Theoretical Computer Science

      Volume: 482 Pages: 33-47

    • DOI

      10.1016/j.tcs.2013.02.031

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Finding 2-factors closer to TSP tours in cubic graphs2013

    • Author(s)
      S. Boyd, S. Iwata, and K. Takazawa
    • Journal Title

      SIAM Journal on Discrete Mathematics

      Volume: Vol.27 Issue: 2 Pages: 918-939

    • DOI

      10.1137/110843514

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] CAT(0)空間上の近接点法による組合せ最適化問題へのア プローチ2017

    • Author(s)
      濱田将樹, 平井広志
    • Organizer
      日本OR学会春季発表会
    • Place of Presentation
      沖縄県市町村自治会館(沖縄県那覇市)
    • Year and Date
      2017-03-15
    • Related Report
      2016 Annual Research Report
  • [Presentation] Birkhoff表現定理の半束への拡張とその応用2017

    • Author(s)
      平井広志, 中島蒼
    • Organizer
      日本OR学会春季発表会
    • Place of Presentation
      沖縄県市町村自治会館(沖縄県那覇市)
    • Year and Date
      2017-03-15
    • Related Report
      2016 Annual Research Report
  • [Presentation] A compact representation for modular semilattices and its applications2017

    • Author(s)
      H. Hirai and S. Nakashima
    • Organizer
      10th Japanese-Hungarian Symposium on Discrete Mathematics and Its Applications
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Excluded $t$-factors in Bipartite Graphs: A Unified Framework for Nonbipartite Matchings and Restricted 2-matchings2017

    • Author(s)
      K. Takazawa
    • Organizer
      The 19th Conference on Integer Programming and Combinatorial Optimization (IPCO 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Excluded t-factors in Bipartite Graphs: A Unified Framework for Nonbipartite Matchings and Restricted 2-matchings2017

    • Author(s)
      K. Takazawa
    • Organizer
      The 10th Japanese-Hungarian Symposium on Discrete Mathematics and Its Applications (JH 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] グラフ上の離散凸関数について2016

    • Author(s)
      平井広志
    • Organizer
      日本オペレーションズ・リサーチ学会「最適化の基盤とフロンティア」研究部会
    • Place of Presentation
      新潟大学(新潟県新潟市)
    • Year and Date
      2016-10-15
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Finding a maximum 2-matching excluding prescribed cycle s in bipartite graphs2016

    • Author(s)
      K. Takazawa
    • Organizer
      電子情報通信学会コンピュテーション研究会
    • Place of Presentation
      富山県立大学(富山県、富山市)
    • Year and Date
      2016-09-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] Finding a maximum 2-matching excluding prescribed cycle s in bipartite graphs2016

    • Author(s)
      K. Takazawa
    • Organizer
      41st International Symposium on Mathematical Foundations of Computer Science (MFCS 2016)
    • Place of Presentation
      AGH University (Krakow, Poland)
    • Year and Date
      2016-08-22
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A solution to the random assignment problem with a matroidal family of goods2016

    • Author(s)
      S. Fujishige, Y. Sano, and P. Zhan
    • Organizer
      NII Shonan Meeting on Current Trends in Combinatorial Optimization
    • Place of Presentation
      湘南国際村センター(神奈川県逗子市)
    • Year and Date
      2016-04-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 双有向森問題に対する二つの双対定理の関係2016

    • Author(s)
      室田一雄,高澤兼二郎
    • Organizer
      日本オペレーションズ・リサーチ学会 2016 年春季研究発表会
    • Place of Presentation
      慶應義塾大学(横浜市、神奈川県)
    • Year and Date
      2016-03-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] Polynomial combinatorial algorithms for skew-bisubmodular function minimization2015

    • Author(s)
      S. Fujishige and S. Tanigawa
    • Organizer
      Workshop on Rigidity, Submodularity, and Discrete Convexity
    • Place of Presentation
      Bonn, Germany
    • Year and Date
      2015-10-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 正則 2 部グラフにおける制約付き 2-マッチングと近似アルゴリズム2015

    • Author(s)
      高澤兼二郎
    • Organizer
      日本オペレーションズ・リサーチ学会 2015 年秋季研究発表会
    • Place of Presentation
      九州工業大学(北九州市、福岡県)
    • Year and Date
      2015-09-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] Sparsity count on group-labeled graphs for characterizing the infinitesimal rigidity of symmetric frameworks2015

    • Author(s)
      S. Tanigawa
    • Organizer
      Advances in Combinatorial and Geometric Rigidity
    • Place of Presentation
      Banff, Canada
    • Year and Date
      2015-07-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Decomposition theorems for square-free 2-matchings in bipartite graphs2015

    • Author(s)
      K. Takazawa
    • Organizer
      The 22nd International Symposium on Mathematical Programming
    • Place of Presentation
      Pittsburgh, USA
    • Year and Date
      2015-07-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Decomposition theorems for square-free 2-matchings in bipartite graphs2015

    • Author(s)
      K. Takazawa
    • Organizer
      The 41st International Workshop on Graph-Theoretic Concepts in Computer Science
    • Place of Presentation
      Munich, Germany
    • Year and Date
      2015-06-17
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Structure theorems for square-free 2-matchings in bipartite graphs2015

    • Author(s)
      K. Takazawa
    • Organizer
      The 9th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications
    • Place of Presentation
      九州大学(福岡市、福岡県)
    • Year and Date
      2015-06-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 2 部グラフにおける制約付き 2-マッチングの分解定理2015

    • Author(s)
      高澤兼二郎
    • Organizer
      日本オペレーションズ・リサーチ学会 2015 年春季研究発表会
    • Place of Presentation
      東京理科大学
    • Year and Date
      2015-03-26 – 2015-03-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] 2 部グラフにおける制約付き 2-マッチングの分解定理2015

    • Author(s)
      高澤兼二郎
    • Organizer
      研究集会「最適化:モデリングとアルゴリズム」
    • Place of Presentation
      統計数理研究所
    • Year and Date
      2015-03-19 – 2015-03-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] Some combinatorial optimization problems related to metric spaces of nonpositive curvature2015

    • Author(s)
      H. Hirai
    • Organizer
      Topics in Differential Geometry and its Discretizations
    • Place of Presentation
      東北大学
    • Year and Date
      2015-01-10 – 2015-01-12
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Congestion games viewed from M-convexity2015

    • Author(s)
      S. Fujishige
    • Organizer
      19th Combinatorial Optimization Workshop
    • Place of Presentation
      Aussois, France
    • Year and Date
      2015-01-05 – 2015-01-09
    • Related Report
      2014 Annual Research Report
  • [Presentation] A Potential Reduction Algorithm for Ergodic Two-Person Zero-Sum Limiting Average Payoff Stochastic Games2014

    • Author(s)
      K. Makino
    • Organizer
      8th Annual International Conference on Combinatorial Optimization and Applications
    • Place of Presentation
      Hawaii, USA
    • Year and Date
      2014-12-19 – 2014-12-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] 制約付き 2-因子の構造とアルゴリズム: 2-因子からハミルト ン閉路へ2014

    • Author(s)
      高澤兼二郎
    • Organizer
      2014 年度 RIMS 共同研究「禁止マイナー・因子理論に関する諸問題の研究」
    • Place of Presentation
      京都大学
    • Year and Date
      2014-09-02 – 2014-09-05
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Finding 2-factors closer to TSP tours in cubic graphs2014

    • Author(s)
      K. Takazawa
    • Organizer
      18th Combinatorial Optimization Workshop
    • Place of Presentation
      Aussois, France
    • Related Report
      2013 Annual Research Report
  • [Presentation] A min-max theorem for transversal submodular functions and its implications2014

    • Author(s)
      S. Fujishige
    • Organizer
      18th Combinatorial Optimization Workshop
    • Place of Presentation
      Aussois, France
    • Related Report
      2013 Annual Research Report
  • [Presentation] Bisubmodular polyhedra, simplicial divisions, and discrete convexity2013

    • Author(s)
      S. Fujishige
    • Organizer
      Japanese-Hungarian Symposium on Discrete Mathematics and Its Applications
    • Place of Presentation
      Veszprem, Hungary
    • Related Report
      2013 Annual Research Report
  • [Presentation] Discrete convexity for multiflows and 0-extensions2013

    • Author(s)
      H. Hirai
    • Organizer
      Japanese-Hungarian Symposium on Discrete Mathematics and Its Applications
    • Place of Presentation
      Veszprem, Hungary
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Generalized skew-bisubmodularity2013

    • Author(s)
      S. Tanigawa
    • Organizer
      The Fourth Cargese Workshop on Combinatorial Optimization
    • Place of Presentation
      Corsica, France
    • Related Report
      2013 Annual Research Report
  • [Presentation] Shortest bibranchings and valuated matroid intersection2013

    • Author(s)
      K. Takazawa
    • Organizer
      Combinatorial Geometries: Matroids, Oriented Matroids and Applications
    • Place of Presentation
      Marseille, France
    • Related Report
      2013 Annual Research Report

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Published: 2013-05-21   Modified: 2020-03-30  

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