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Development of Algorithms for Geometric Optimization and Data Analysis in Architecute

Research Project

Project/Area Number 13680412
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 計算機科学
Research InstitutionKYOTO UNIVERSITY

Principal Investigator

KATOH Naoki  Kyoto University, Graduate School of Engineering, Dept. of Architecture and Architectural Engineering, professor, 工学研究科, 教授 (40145826)

Co-Investigator(Kenkyū-buntansha) FUJISAWA Katsuki  Kyoto University, Graduate School of Engineering, Dept. of Architecture and Architectural Engineering, Research Associate, 工学研究科, 助手 (40303854)
Project Period (FY) 2001 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2003: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2002: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2001: ¥1,500,000 (Direct Cost: ¥1,500,000)
KeywordsComputational geometry / Digital halftoning / algorithm / Optimal room layout / sequence-pair / knowledge-discovery / decision tree / 三角形メッシュ生成 / デジタル成分抽出
Research Abstract

Over the last three years, we have developed several geometric algorithms for optimization and data analysis in architecture. The summary of the results obtained as follows.
1) We considered the problem of triangulating a convex polygon on spheres using n Steiner points that minimizes the overall edge length ratio. The problem arises in an application to approximation of curved surfaces of dome structures by triangular meshes. We establish a relation of this problem to a certain extreme packing problem. Based on this relationship, we develop a heuristic producing 6-approximation for spheres (provided n is chosen sufficiently large). That is, the produced triangular mesh is uniform in this respect.
2) We studied the problem of rounding a real-valued matrix into an integer-valued matrix to minimize a n L_p-discrepancy measure between them. To define the L-p-discrepancy measure, we introduce a family of regions (rigid submatrices) of the matrix, and consider a hypergraph defined by the family. We first investigate the rounding problem by using integer programming problems with convex piecewise-linear objective functions, and give some nontrivial upper bounds for the L_p-discrepancy. We propose several interesting family of regions for which an efficient algorithm can be developed. We show that our approach is suitable for developing a high-quality digital-halftoning software.
3) We developed an optimization method for finding an optimal floor layout of rooms, passages and door ways in a possibly non-rectangular site, based on mathematical programming as well as genetic algorithm.
4) We developed a new method that quantitatively clarifies the relationship between the impression perceived on an photo of an architectural internal space and the phsical features of its color image. The effectiveness of the method was verified through questionnaires and experiments.

Report

(4 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • 2001 Annual Research Report
  • Research Products

    (53 results)

All Other

All Publications (53 results)

  • [Publications] Tetsuo Asano, Naoki Katoh, Koji Obokata, Takeshi Tokuyama: "Matrix rounding under the Lp-discrepancy measure and its application to digital halftoning"SIAM J.Computing. Vol.32,No.6. 1423-1435 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 宮高泰匡, 加藤直樹, 藤沢克樹: "ウェーブレット解析手法を用いた建築内部空間画像と知覚イメージの相関関係の分析"日本建築学会環境系論文集. No.568. 133-140 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 浅野寛治, 加藤直樹, 吉村茂久: "Sequence-Pairに基づく室・通路・出入口配置最適化手法:数理計画法と遺伝的アルゴリズムの融合による優良解探索"日本建築学会計画系論文集. No.572. 209-216 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 加藤直樹: "建築における最適化"システム制御情報学会誌. Vol.47No.6. 290-295 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Asano, N.Katoh, K.Obokata, T.Tokuyama: "Combinatorial and Geometric Problems Related to Digital Halftoning"Proc.of 11th Int.Workshop on Theoretical Foundations of Computer Vision., Springer Verlag. LNCS 2616. 58-71 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] F.Aurenhammer, N.Katoh, H.Kojima, M.Ohsaki, Yin-Feng Xu: "Approximating Uniform Triangular Meshes in Polygons"Theoretical Computer Science. Vol.289. 879-895 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Kanno, M.Ohsaki, N.Katoh: "Symmetricity of the solution of semidefinite program"Struct.Multidisc.Optim.. Vol.24. 225-232 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] K.Nakata, K.Fujisawa, M.Fukuda, M.Kojima, K.Murota: "Exploit sparsity in semidefinite programming via matrix completion II : implementation and numerical results"Mathematical Programming, Series B. Vol.95. 303-327 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] N.Katoh, T.Tokuyama: "On $K$-levels of concave surfaces"Discrete & Computational Geometry. Vol.27. 567-584 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 藤原 淳, 大崎 純, 水谷 太朗, 北折 智規, 加藤 直樹, 細澤 治: "ケーブル補強骨組構造物の完成時張力および施工順序最適化"日本建築学会構造系論文集. No.556. 101-107 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Katoh N, Tamaki H, Tokuyama T: "Parametric polymatroid optimization and its geometric applications"Int, J.of Comp.Geometry & Appl.. Vol.12No.5. 429-443 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 加藤直樹, 大崎純: "立体トラスの部材配置最適化"オペレーションズ・リサーチ. Vol.46. 343-348 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Naoki Katoh, Hiromichi Kojima, Ryo Taniguchi: "Approximating Uniform Triangular Meshes on Spheres"Lecture Notes in Computer Science. 2098. 192-204 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Asano, D.Chen, N.Katoh, T.Tokuyama: "Efficient algorithms for optimization-based image segmentation"International Journal of Computational Geometry & Applications. Vol.11. 145-166 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Kanno, M.Ohsaki, K.Murota, N.Katoh: "Group Symmetry in Interior-Point Methods for Semidefinite Program"Optimization and Engineering. Vol.2No.3. 293-320 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Kanno, M.Ohsaki, N.Katoh: "Sequential semidefinite programming for optimization of framed structures under multimodal buckling constraints"International Journal of Structural Stability and Dynamics. Vol.1,No.4. 585-602 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 加藤直樹, 大崎純, 谷 明勲: "建築システム論"共立出版. 215 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Kanno, M.Ohsaki, N.Katoh: "Sequential semidefinite programming for optimization of framed structures under multimodal buckling constraints"International Journal of Structural Stability and Dynamics. Vol.1. 585-602 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Kanno, M.Ohsaki, K.Murota, N.Katoh: "Group Symmetry in Interior-Point Methods for Semidefinite Program"Optimization and Engineering. Vol.2 No.3. 293-320 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Franz Aurenhammer, Naoki Katoh, Hiromichi Kojima, Makoto Ohsaki, Yin-Feng Xu: "Approximating Uniform Triangular Meshes in Polygons"Theoretical Computer Science. Vol.289, No.2. 879-895 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Kanno, M.Ohsaki, N.Katoh: "Symmetricity of the solution of semidefinite program"Struct.Multidisc.Optim.. Vol.24. 225-232 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] N.Katoh, T.Tokuyama: "On K-levels of concave surfaces"Discrete & Computational Geometry. Vol.27. 567-584 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] J.Fujiwara, M.Ohsaki, T.Mizutani, T.Kitaori, N.Katoh, O.Hosozawa: "Prestress and construction order optimization of cable-supported frames"J.Struct.Constr.Eng., AIJ. No.556. 101-107 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Katoh N., Tamaki H., Tokuyama T.: "Parametric polymatroid optimization and its geometric applications"Int.J.of Computational Geometry & Applications. 12(5). 429-443 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Asano, N.Katoh, K.Obokata, T.Tokuyama: "Matrix rounding under the Lp-discrepancy measure and its application to digital halftoning"SIAM J.Computing. Vol.32, No.6. 1423-1435 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Naoki Katoh, Hiromichi Kojirna, Ryo Taniguchi: "Approximating Uniform Triangular Meshes on Spheres"Lect.Notes in Computer Science, Springer Verlag. Vol.2098. 192-204 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Naoki Katoh, Takeshi Tokuyama: "Notes on computing peaks in k-1 evels and parametric spanning trees"Proc.of 17th ACM Symp.on Computational Geometry. 241-248 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Miyataka, N.Katoh, K.Fujisawa: "Correlation Analysis between Photos of Internal Space and Subjective Impression using Two-dimensional Wavelet Transform"J.of Environmental Engineering, AIJ(in Japanese). No.568. 133-140 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] H.Asano, N.Katoh, S.Yoshimura: "Finding an optimal floor lay out including passage and doorways based on a sequence pair"J.Archit.Plann., AIJ. No.572. 209-216 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Tetsuo Asano, Naoki Katoh, Koji Obokata, Takeshi Tokuyama: "Matrix rounding under the Lp-discrepancy measure and its application to digital halftoning"SIAM J.Computing. Vol.32, No.6. 1423-1435 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 宮高泰匡, 加藤直樹, 藤沢克樹: "ウェーブレット解析手法を用いた建築内部空間画像と知覚イメージの相関関係の分析"日本建築学会計画系論文集. No.568. 133-140 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 浅野寛治, 加藤直樹, 吉村茂久: "Sequence-Pairに基づく室・通路・出入口配置最適化手法:数理計画法と遺伝的アルゴリズムの融合による優良解探索"日本建築学会環境系論文集. No.572. 209-216 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 加藤直樹: "建築における最適化"システム制御情報学会誌. Vol.47 No.6. 290-295 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] T.Asano, N.Katoh, K.Obokata, K.Tokuyama: "Combinatorial and Geometric Problems Related to Digital Halftoning"Proc.of 11th Int.Workshop on Theoretical Foundations of Computer Vision., Springer Verlag. LNCS 2616. 58-71 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Franz Aurenhammer, Naoki Katoh, Hiromichi Kojima, Makoto Ohsaki, Yin-Feng Xu: "Approximating Uniform Triangular Meshes in Polygons"Theoretical Computer Science. 289. 879-895 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Y.Kanno, M.Ohsaki, N.Katoh: "Symmetricity of the solution of semidefinite program"Struct. Multidisc. Optim.. 24. 225-232 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] K.Nakata K.Fujisawa M.Fukuda, M.kojima, K.Murota: "Exploit sparsity in semidefinite programming via matrix completion II : implementation and numerical results"Mathematical Programming, Series B. 95. 303-327 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] N.Katoh, T.Tokuyama: "On K-levels of concave surfaces"Discrete & Computational Geometry. 27. 567-584 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 藤原 淳, 大崎 純, 水谷 太朗, 北折 智規, 加藤 直樹, 細澤 治: "ケーブル補強骨組構造物の完成時張力および施工順序最適化"日本建築学会構造系論文集. No.556. 101-107 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Katoh N, Tamaki H, Tokuyama T: "Parametric polymatroid optimization and its geometric applications"Int, J. of Comp. Geometry & Appl.. 12(5). 429-443 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 酒井晃二, 小山田耕二, 上沢和真, 土井章男: "A technique for specifying region of interest in the vector field based on 3D LIC"ASME PVP 2002 Conference Proceedings. PVP-Vol.448-1. 11-19 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 小山田耕二, 上沢和真, 酒井晃二, 土井章男: "A visualization technique for vector field expression by using 3D LIC with opacity map"Proceedings of the IASTED VIIP 2002. 711-714 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 酒井晃一, 小山田耕二, 上沢和真, 土井章男: "Volume Rendering Using Concentric Spheres"Proceedings of the IASTED VIIP2002. 557-562 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 加藤直樹, 大崎純: "立体トラスの部材配置最適化"オペレーションズ・リサーチ. 46. 343-348 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 加藤直樹, 大崎純, 藤沢克樹: "半正定値計画法による構造物の最適設計"アルゴリズム工学-計算困難問題への挑戦-, 杉原厚吉, 茨木俊秀, 浅野孝夫, 山下雅史編著. 224-225 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Naoki Katoh, Hiromichi Kojima, Ryo Taniguchi: "Approximating Uniform Triangular Meshes on Spheres"Lecture Notes in Computer Science (LNCS). 2098. 192-204 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Asano, D.Chen, N.Katoh, T.Tokuyama: "Efficient algorithms for optimization-based image segmentation"International Journal of Computational Geometry & Applications. 11. 145-166 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Franz Aurenhammer, Naoki Katoh, Hiromichi Kojima, Makoto Ohsaki, Yin-Fen Xu: "Approximating Uniform Triangular Meshes in Polygons"Theoretical Computer Science. (to appear). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Y.Kanno, M.Ohsaki, N.Katoh: "Symmetricity of the solution of semidefinite program"Struct. Multidisc. Optim.. (to appear). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] K.Murota, T.Tokuyama: "On K-levels of concave surfaces"Discrete & Computational Geometry. (to appear). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Y.kanno, M.Ohsaki, K.Murata, N.Katoh: "Group Symmetry in Interior-Point Methods for Semidefinite Program"Optimization and Engineering. (to appear). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Y.Kanno, M.Ohsaki, N.Katoh: "Sequential semidefinite programming for optimization of framed structures under multimodal buckling constraints"Int.Journal of Structural Stability and Dynamics. 1. 585-602 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 加藤直樹, 大崎純, 谷 明勲: "建築システム論"共立出版. 215 (2002)

    • Related Report
      2001 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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