Research on National Pattern Reuse Design and Optimization Method Based on Improved Shape Grammar
Considering the low degree of abstraction of traditional shape grammar in national pattern reuse design, this paper proposes a method based on the combination of improved shape grammar and an optimization algorithm to reuse national patterns design. As an application example, we carried out research...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Springer
2020-03-01
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| Series: | International Journal of Computational Intelligence Systems |
| Subjects: | |
| Online Access: | https://www.atlantis-press.com/article/125936229/view |
| _version_ | 1811300944106749952 |
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| author | Ning Ding Jian Lv Lai Hu |
| author_facet | Ning Ding Jian Lv Lai Hu |
| author_sort | Ning Ding |
| collection | DOAJ |
| description | Considering the low degree of abstraction of traditional shape grammar in national pattern reuse design, this paper proposes a method based on the combination of improved shape grammar and an optimization algorithm to reuse national patterns design. As an application example, we carried out research on the batik pattern elements of the Miao nationality in the “Intangible Cultural Heritage of Guizhou Province” system. Firstly, an improved shape grammar based on synthetic predicate grammar coding is developed to represent the transformation process of design pattern reuse in batik patterns. Then, the number of patterns arranged in a specific position is taken as the optimization variable; the particle swarm optimization algorithm is used to optimize the variables, so as to obtain the optimized predicate shape grammar parameters; and the pattern is reused according to the parameters. A batik design pattern reuse system is also constructed to realize rapid design. The results show that the proposed method can enrich the reuse results of batik pattern elements and realize the rapid design of complex batik patterns. |
| first_indexed | 2024-04-13T07:00:04Z |
| format | Article |
| id | doaj.art-a5a3dda11bcb4f55af5df6b3d09672bf |
| institution | Directory Open Access Journal |
| issn | 1875-6883 |
| language | English |
| last_indexed | 2024-04-13T07:00:04Z |
| publishDate | 2020-03-01 |
| publisher | Springer |
| record_format | Article |
| series | International Journal of Computational Intelligence Systems |
| spelling | doaj.art-a5a3dda11bcb4f55af5df6b3d09672bf2022-12-22T02:57:09ZengSpringerInternational Journal of Computational Intelligence Systems1875-68832020-03-0113110.2991/ijcis.d.200310.003Research on National Pattern Reuse Design and Optimization Method Based on Improved Shape GrammarNing DingJian LvLai HuConsidering the low degree of abstraction of traditional shape grammar in national pattern reuse design, this paper proposes a method based on the combination of improved shape grammar and an optimization algorithm to reuse national patterns design. As an application example, we carried out research on the batik pattern elements of the Miao nationality in the “Intangible Cultural Heritage of Guizhou Province” system. Firstly, an improved shape grammar based on synthetic predicate grammar coding is developed to represent the transformation process of design pattern reuse in batik patterns. Then, the number of patterns arranged in a specific position is taken as the optimization variable; the particle swarm optimization algorithm is used to optimize the variables, so as to obtain the optimized predicate shape grammar parameters; and the pattern is reused according to the parameters. A batik design pattern reuse system is also constructed to realize rapid design. The results show that the proposed method can enrich the reuse results of batik pattern elements and realize the rapid design of complex batik patterns.https://www.atlantis-press.com/article/125936229/viewShape grammarBatik patternsOptimization designPattern reusePattern reuse design system |
| spellingShingle | Ning Ding Jian Lv Lai Hu Research on National Pattern Reuse Design and Optimization Method Based on Improved Shape Grammar International Journal of Computational Intelligence Systems Shape grammar Batik patterns Optimization design Pattern reuse Pattern reuse design system |
| title | Research on National Pattern Reuse Design and Optimization Method Based on Improved Shape Grammar |
| title_full | Research on National Pattern Reuse Design and Optimization Method Based on Improved Shape Grammar |
| title_fullStr | Research on National Pattern Reuse Design and Optimization Method Based on Improved Shape Grammar |
| title_full_unstemmed | Research on National Pattern Reuse Design and Optimization Method Based on Improved Shape Grammar |
| title_short | Research on National Pattern Reuse Design and Optimization Method Based on Improved Shape Grammar |
| title_sort | research on national pattern reuse design and optimization method based on improved shape grammar |
| topic | Shape grammar Batik patterns Optimization design Pattern reuse Pattern reuse design system |
| url | https://www.atlantis-press.com/article/125936229/view |
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