Application of FAHP-based foot-last matching algorithm to customized shoe-last

REN Huai-yi; WANG Bo-xiong; LUO Xiu-zhi

doi:10.3788/OPE.20142206.1677

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Application of FAHP-based foot-last matching algorithm to customized shoe-last

更新时间：2020-08-13

- Application of FAHP-based foot-last matching algorithm to customized shoe-last
- Optics and Precision Engineering Vol. 22, Issue 6, Pages: 1677-1685(2014)
- 作者机构：
  
  清华大学精密仪器系精密测试技术及仪器国家重点实验室北京,100084
- 作者简介：
- 基金信息：
- DOI：10.3788/OPE.20142206.1677
  CLC： TS943.2;TP391.7
- Received：28 August 2013，
  
  Revised：16 October 2013，
  
  Published：25 June 2014
- 稿件说明：
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任怀艺, 王伯雄, 罗秀芝. 基于模糊层次分析的足楦匹配算法在鞋楦定制中的应用[J]. 光学精密工程, 2014,22(6): 1677-1685

REN Huai-yi, WANG Bo-xiong, LUO Xiu-zhi. Application of FAHP-based foot-last matching algorithm to customized shoe-last[J]. Editorial Office of Optics and Precision Engineering, 2014,22(6): 1677-1685
任怀艺, 王伯雄, 罗秀芝. 基于模糊层次分析的足楦匹配算法在鞋楦定制中的应用[J]. 光学精密工程, 2014,22(6): 1677-1685 DOI： 10.3788/OPE.20142206.1677.

REN Huai-yi, WANG Bo-xiong, LUO Xiu-zhi. Application of FAHP-based foot-last matching algorithm to customized shoe-last[J]. Editorial Office of Optics and Precision Engineering, 2014,22(6): 1677-1685 DOI： 10.3788/OPE.20142206.1677.

摘要

针对现有的鞋楦定制技术没有完善的足楦匹配算法及衡量指标等问题，提出了基于模糊层次分析法（FAHP）的足楦匹配算法，通过计算鞋楦数据库中的鞋楦与足部的匹配值来决定技术路径。首先，提取8个足楦特征参数作为FAHP的准则来衡量足楦匹配情况，采用三角模糊数计算足楦特征参数的匹配值；根据各特征参数对成鞋舒适性的影响以及变形设计难易程度建立成对比较阵。然后，通过求解最大特征值的特征向量得到各参数对足楦匹配度值的权重。最后，计算出足楦匹配度值并选择技术路径。给出了足楦匹配度值计算实例，求解得到其值为0.69。结合阈值0.50、鞋楦定制标准0.80，说明该鞋楦与足部不完全匹配，但可作为变形修改设计的基础母楦。该方法可将基于鞋楦数据库的鞋楦定制与直接基于足部3D形貌的无实体楦造型等方法结合到一个系统中，提高量足制鞋的效率，降低定制成本。

Abstract

As existing customized shoe-last technologies are lock of perfect foot-last matching algorithm and measurement indexes

this paper proposes a foot-last matching algorithm based on Fuzzy Analytic Hierarchy Process (FAHP). The technological paths were selected through calculating the Matching Degree (MD) value between the customers' feet and the shoe-lasts from the database. First

eight foot-last characteristic parameters were extracted as the criterion layer of the FAHP to measure the matching of shoe lasts and the triangular fuzzy numbers were employed to calculate the MD value of the parameters between foot and shoe-last. Then

according to the effect of these characteristic parameters on shoe's comfort and the difficulty of meeting these parameters in the deformation design process

two pairs of comparison matrices were established. The weights of these eight parameters were obtained by solving the corresponding eigenvectors of the maximum eigenvalue of the two matrices. Finally

the MD value was calculated and the best path was decided. With this method

a case was presented with a calculated MD value equal to 0.69. Compared to the threshold value 0.50 and the customized shoe-last standard value of 0.80

it points out that this shoe-last is not the customized one but a mother shoe-last that can be deformed for better fit and comfort. This method can join the customized shoe-last technological path based on shoe-last database and the direct path based on 3D foot data to increase the efficiency for customizing shoe-lasts and to reduce the cost.

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Keywords

references

ROUT N, KHANDUAL A, ZHANG Y F, et al.. 3D foot scan to custom shoe last [J]. Special Issue of IJCCT, 2010, 1(2,3,4):14-18.

任怀艺,王伯雄,刘辉,等. 鞋楦定制中非均匀有理 B样条特征曲线的自适应变形[J]. 光学精密工程, 2013, 21(1): 181-188. REN H Y, WANG B X, LIU H, et al.. Adaptive deformation of characteristic NURBS curves for customized shoe-last [J]. Opt. Precision Eng., 2013, 21(1): 181-188. (in Chinese)

BERNABEU J A, GERMANI M, MANDOLINI M, et al.. CAD tools for designing shoe lasts for people with diabetes [J]. Computer-Aided Design, 2013,45(6):977-990.

SHI N, XIONG S P, YI S P, et al.. A CAD system for shoe last customization [C]. Proceedings of the 2009 International Joint Conference on Computational Sciences and Optimization, Sanya, P.R. China: CSO, 2009: 957-960.

SAVADKOOHI B T, AMICIS R D. A CAD system for evaluating footwear fit [J]. Multimedia, Computer Graphics and Broadcasting, 2009, 60:1-7.

史辉,王伯雄,贾倩倩,等. 定制鞋楦的分段自适应修改[J]. 光学精密工程,2009,17(4):880-885. SHI H, WANG B X, JIA Q Q, et al.. Segment-based adaptive modification for customized shoe last [J]. Opt. Precision Eng., 2009, 17(4): 880-885. (in Chinese)

LENG J, DU R. A CAD approach for designing customized shoe last [J]. Computer-Aided Design & Applications, 2006, 3(1-4): 377-384.

XIONG S P, ZHAO J H, JIANG Z H, et al.. A computer-aided design system for foot-feature-based shoe last customization [J]. The International Journal of Advanced Manufacturing Technology, 2010, 46(1-4): 11-19.

WANG J, ZHANG H N, LU G D, et al.. Rapid parametric design methods for shoe-last customization [J]. The International Journal of Advanced Manufacturing Technology, 2011, 54(1-4): 173-186.

HWANG T J, LEE K, OH H Y, et al.. Derivation of template shoe-lasts for efficient fabrication of custom-ordered shoe-lasts [J]. Computer-Aided Design, 2005, 37(12): 1241-1250.

KIM S Y, LEE K, HWANG T J. A grouping algorithm for custom-tailored products [J]. Journal of Materials Processing Technology, 2002, 130-131: 618-625.

KIM S, MAZUMDER M M G, PARK S J. A conformal mapping approach for shoe last design [C]. Proceedings of Frontiers in the Convergence of Bioscience and Information Technologies, Jeju, South Korea: FBIT, 2007: 512-518.

KIM S, MAZUMDER M M G, PARK S J. A last design with uniform foot pressure free form deformation [C]. 11th International Conference on Intelligent Engineering Systems, Budapest, Hungary: INES, 2007: 89-92.

LIU H Z, CHEN L, YE X Z, et al.. Parameterized freeform shape design and deformation [C]. Proceedings of Multimedia and Ubiquitous Engineering, Seoul, South Korea: MUE, 2007: 626-632.

ZHANG Y F, LUXIMON A, PATTANAYAK A K, et al.. Shoe-last design exploration and customization [J]. The Journal of the Textile Institute, 2012, 103(5): 541-548.

LUXIMON A, LUXIMON Y. Shoe-last design innovation for better shoe fitting [J]. Computers in Industry, 2009, 60(8): 621-628.

徐从富,刘勇,蒋云良. 个性化鞋楦CAD系统的设计与实现[J]. 计算机辅助设计与图形学学报,2004,16(10): 1437-1441. XU C F, LIU Y, JIANG Y L. Design and realization of customized shoe last CAD system [J]. Journal of Computer Aided Design & Computer Graphics, 2004, 16(10): 1437-1441. (in Chinese)

陆国栋,顾铭秋,王剑,等. 基于脚部三维扫描的鞋楦建模方法研究[J]. 设计与研究,2005,32(4):13-15. LU G D, GU M Q, WANG J, et al.. Research of shoe-last modeling algorithm based on feet range scans [J]. Design and Research, 2005, 32(4):13-15. (in Chinese)

贾倩倩,王伯雄,罗秀芝. 光切法形貌测量中光条中心的亚像素提取 [J]. 光学精密工程,2010,18(2):390-396. JIA Q Q, WANG B X, LUO X Z. Extraction of central positions of light stripe in sub-pixel in 3D surface measurement based on light sectioning method [J]. Opt. Precision Eng., 2010, 18(2): 390-396. (in Chinese)

SAATY T L. The Analytic Hierarchy Process [M]. New York: McGraw-Hill, 1980.

WANG C S. An analysis and evaluation of fitness for shoe lasts and human feet[J]. Computer in industry,2010,61(6):532-540.

蔡绍,周国鹏. 用于袜模的新型封装服装压力传感器组[J]. 针织工业, 2010, 1: 60-61. CAI SH,ZHOU G P. A new type of packaged clothing-pressure sensor group used in socks model[J]. Knitting Industries,2010,1: 60-61.(in Chinese)

丘理, 樊康杰, 金轶, 等. 鞋楦设计与制作[M]. 北京: 中国纺织出版社, 2006. QIU L,FAN K J,JIN Y,et al..Last Design and Production[M].Beijing:China Textile & Apparel Press,2006.(in Chinese)

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