期刊文献+

基于遗传算法的骨骼结构模型概念创新设计 被引量:3

Skeleton structure of conception innovative design based on genetic algorithm
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摘要 讨论了一种计算机辅助概念设计的新思路,分析骨骼结构理论参数控制,增加了弧度作为控制参数并对实体进行分析。采用遗传算法对骨骼结构的参数进行优化。通过对遗传计算中父代编码的筛选,提高了遗传算法结果的质量。实验基于Visual C++平台,利用ACIS-HOOPS类库为基础,以吊灯造型的概念设计为例,按照提取骨骼结构、建模、遗传变异、产生概念设计结果等步骤,能产生大量整体协调、造型优美的吊灯造型供用户选择。 A new kind of computer aided conceptual design method was studied,control parameter of the skeleton structure theory was analyzed,the radian as control parameter was increased and the entities were analyzed.The skeleton structure parameters were optimized by Genetic Algorithm(GA),and the quality of the results of GA was optimized by controlling parents' codes.The experiment used Visual C++ as the platform,and ACIS-HOOPS class as foundation.A conceptual design of chandelier shape was given,after abstracting skeleton structure,modeling,genetic variation and producing results of conceptual design steps,a large number of overall coordination and elegant chandelier forms were available for user to choose.
出处 《计算机应用》 CSCD 北大核心 2011年第4期1155-1158,共4页 journal of Computer Applications
基金 国家自然科学基金资助项目(60873058) 山东省自然科学基金资助项目(J05G01) 山东省信息化专项建设资金资助项目(2008R00038)
关键词 骨骼结构 遗传算法 计算机辅助设计 概念设计 创新设计 skeleton structure Genetic Algorithm(GA) Computer Aided Deisgn(CAD) conceptual design innovation design
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参考文献14

  • 1王阳 石民勇 王淼.一种应用在剪纸动画中的骨骼蒙皮改良算法.计算机科学,2008,35(4):258-260.
  • 2MACHWE A T, PARMEE I C. Towards an interactive, generative design system: integrating a 'build and evolve' approach with ma- chine learning for complex freeform design[ C ]// Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP, Evo- INTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Appli- cations of Evolutionary Computing, LNCS 4448. Berlin: Springer- Verlag, 2007:449-458.
  • 3BERNHARDT A, PIHUIT A, CANI1 M P, et al. Matisse: Painting 2D regions for modeling free-form shapes [ C ]// SBIM 2008: EU-ROGRAPHICS Workshop Oil Sketch-Based Interfaces and Modeling. Annecy, France:Is. n], 2008:26-34.
  • 4ANDO S, ISHIZUKA M, IBA H. Evolving ana/og circuits by varia- ble length chromosomes[ C ]//Advances in Evolutionary Computing: Theory and Applications. New York: Springer-Vedag, 2003:643 - 662.
  • 5SCHMIDT R, WYVILL B, SOUSA M C, et al. ShapeShop: sketchbased solid modeling with blobtrees[ C ]// ACM SIGGRAPH 2006. New York: ACM, 2006:14-20.
  • 6Sketchup software: 3D sketching software for the conceptual phases of design [ EB/OL]. [ 2010 - 06 - 03]. http://www, sketchup, com.
  • 7Teddy: A sketching interface for 3d freeform design [ EB/OL]. [2010 -03 -08]. http://www-ui, is. s. u-tokyo, ac. jp/~ takeo/ papers/siggraph99, pdf.
  • 8LEVET F, GRANIER X. Improved skeleton extraction and surface generation for sketch-based modeling[ C ]// GI '07: Proceedings of Graphics Interface 2007. ACM: New York, 2007:27-33.
  • 9KIM H-S, CHO S-B. Application of interactive genetic algorithm to fashion design [ J ]. Engineering Applications of Artifcial Intelligence, 2000, 13(6): 635-644.
  • 10孙守迁,黄琦,潘云鹤.计算机辅助概念设计研究进展[J].计算机辅助设计与图形学学报,2003,15(6):643-650. 被引量:41

二级参考文献38

  • 1张师超,覃秋梅.几种不确定推理模型研究[J].计算机科学,1997,24(2):54-56. 被引量:3
  • 2玄光男 程润伟.遗传算法与工程设计[M].北京:科学出版社,2000..
  • 3Zhang Nairen. Freedom-Humanization design[A]. In: Proposals by Hundred Experts for Industrial Design in 21st Century[C]. Beijing: Beijing Industrial Design Promotion Organization, 2000. 16~17 (in Chinese)(张乃仁 . 享有自由--人性化的设计[A]. 见:21世纪的工业设计百名专家建议[C] . 北京:北京工业设计促进会,2000. 16~17)
  • 4Xu Renping. Innovation is vital to industrial design[A]. In: Proposals by Hundred Experts for Industrial Design in 21st Century[C]. Beijing: Beijing Industrial Design Promotion Organization, 2000. 129~130(in Chinese)(徐人平 . 设计的生命在创新[A]. 见:21世纪的工业设计百名专家建议[C]. 北京:北京工业设计促进会,2000. 129~130)
  • 5Sushkov V V. Mars N J I, Wognum P M. Introduction to TIPS: A theory for creative design[J]. Artificial Intelligence in Engineering, 1995,9(3):177~189
  • 6John S G. Computational models of innovation and creative design process[J]. Technological Forecasting and Social Change,2000, 64(2/3):186~196
  • 7Sturges R H, O'Shaughnessy K, Kilani M I. Computational model for conceptual design based in extended function logic[J]. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 1996,10(4):255~274
  • 8Wen Guihua, et al. An evolution model for the creative design[A]. In: Proceedings of IEEE International Conference on System, Man and Cyber,Tennessee, 2000,1:645~650
  • 9Pan Yunhe. Proceedings of the 4th International Conference on Computer-Aided Industrial Design and Conceptual Design[M]. Beijing: International Academic Publishers World Publishing Corporation, 2001
  • 10Lopez D R, Jimenez C J, Baturone I, et al. Xfuzzy: A design environment for fuzzy systems[A]. In: Proceedings of the 7th IEEE International Conference on Fuzzy Systems, Anchorage, Alaska, 1998. 1060~1065

共引文献40

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  • 1邱莉榕,刘弘.支持创新概念设计的多Agent系统[J].计算机集成制造系统-CIMS,2003,9(z1):38-42. 被引量:4
  • 2刘弘,刘希玉.支持外观造型创新设计的进化计算方法[J].计算机辅助设计与图形学学报,2006,18(1):101-107. 被引量:39
  • 3马剑鸿,杨随先.遗传算法在产品人机形态设计中的应用[J].机械设计与研究,2006,22(5):88-91. 被引量:5
  • 4罗仕鉴,潘云鹤.产品设计中的感性意象理论、技术与应用研究进展[J].机械工程学报,2007,43(3):8-13. 被引量:240
  • 5HORNK K, STINCHCOMBE M, WHITE H. Multilayer feedforward networks are universal approximates[ J]. Neural Networks, 1989, 2 (5) : 359 -366.
  • 6GHAZALI K H B, JIE MA, RUI XIAO. Multi-angle face detection using back propagation neural network[ J]. Applied Mechanics and Materials, 2012, 121 - 126:2411 -2415.
  • 7HOLLAND J H. Outline for a logical theory of adaptive systems[ J]. Journal of the Association for Computing Machinery, 1962, 9 (3) : 297 - 314.
  • 8原霞飞,刘希玉,刘凤鸣.关于产品外型概念设计方法的研究[J].网络安全技术及应用,2011(2):39-40.
  • 9HOLLAND J H. Adaptation in Natural and Artificial System[ M ]. US: University of Michigan Press, 1975.
  • 10SATULURI V, PARTHASARATHY S. Scalable graph clustering using stochastic flows: applications to community discovery [ C ]/! Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining. New York:ACM, 2009:737 - 746.

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