Multi-Objective Shape Optimization in Generative Design: Art Deco Double Clip Brooch Jewelry Design

被引:5
|
作者
Sansri, Sunisa [1 ]
Kielarova, Somlak Wannarumon [2 ]
机构
[1] Naresuan Univ, Fac Engn, Dept Ind Engn, Phitsanulok, Thailand
[2] Naresuan Univ, Fac Engn, Ind Design Decis & Dev Res Unit iD3, Phitsanulok, Thailand
来源
关键词
Generative design; Multi-objective genetic algorithm; Multi objective optimization; Pareto-optimal front; Art deco double clip brooch; INTERACTIVE EVOLUTIONARY COMPUTATION; MARKOVIAN JUMP SYSTEMS; GENETIC ALGORITHM; MODE INFORMATION; CRITERIA;
D O I
10.1007/978-981-10-6451-7_30
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes multi-objective optimization generative design (MOOGD) system for generating shapes and optimizing two design objectives. The framework of this paper covers parametric modeling of the product shape configuration using Grasshopper plug-in in Rhinoceros software as well as multi objective optimization developed using Octopus plug-in on Grasshopper. This framework is applied onto the case study of Art Deco double clip brooch jewelry design. The main goals of the study are to design and to optimize shapes of the double clip brooch in two objectives. The first objective is to apply golden ratio to the generating shapes. The second one is to minimize the use of metal referring to weight of the brooch. In the system, MOOGD finally generates a Pareto front to show the optimal solutions, which artists or designers could further use in conceptual product design process. The illustration of the proposed system is provided in this paper.
引用
收藏
页码:248 / 255
页数:8
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