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Integration intelligent optimizing method for clothing physical design

A technology of intelligent optimization and structural design, applied in computing, special data processing applications, instruments, etc., can solve problems that have not been reported in research and application, and have not mentioned the optimization of clothing size factors

Inactive Publication Date: 2009-06-17
DONGHUA UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, none of these patents mention a method to help garment structural designers optimize garment size factors
[0004] At present, the research and application of intelligent optimization design of clothing structure in my country has not been reported.

Method used

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  • Integration intelligent optimizing method for clothing physical design
  • Integration intelligent optimizing method for clothing physical design
  • Integration intelligent optimizing method for clothing physical design

Examples

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Embodiment Construction

[0100] Below in conjunction with specific embodiment, further illustrate the present invention. It should be understood that these examples are only used to illustrate the present invention and are not intended to limit the scope of the present invention. In addition, it should be understood that after reading the teachings of the present invention, those skilled in the art can make various changes or modifications to the present invention, and these equivalent forms also fall within the scope defined by the appended claims of the present application.

[0101] The clothing fit is designed based on the detail factors of 65 women's trousers. exist image 3 In the flow chart: 1) In the preprocessing stage, six main size factors are obtained by factor analysis. They were then normalized by 3 human body dimensions. 2) In the training stage of NN, only 6 key size factors are used as input, and the fit evaluation of pants is used as the output of NN. 3) Optimized by ICEA.

[010...

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Abstract

The invention relates to an integrated intelligent optimization method for clothing structure design, which adopts a hybrid algorithm (NN-ICEA) based on neutral network (NN) and immunity cooperation evolutionary algorithm (ICEA), scores and quantifies the relationship among the size factors of clothing and bodies and the fitness, trains via neutral network, establishes the function relationship between size and fitness; determines the undeterminable size factors via immunity cooperation evolutionary algorithm, completes group evolution in complex search space, and evaluates clothing fitness via the trained neutral network. The invention can support the education and training of clothing structural design, the digital and intelligent clothing structural design system of clothing structure.

Description

technical field [0001] The invention belongs to the fields of textile technology and computer information processing, and in particular relates to an integrated intelligent optimization method for clothing structure design. Background technique [0002] With the development of the garment industry and the continuous improvement of people's living standards, large-scale industrial production methods cannot meet people's needs for personalized clothing. Therefore, high requirements are gradually put forward for the quantity and quality of clothing technicians. However, there is no mature and precise theory to follow in the design and production of clothing, especially the design of clothing structure; for practitioners and beginners in clothing technology, it is very difficult to design a suitable clothing shape. On the other hand, experienced fashion pattern makers can design patterns that not only embody the ideas of fashion designers, but also are recognized by customers. ...

Claims

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Application Information

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IPC IPC(8): G06F17/50
Inventor 丁永生胡志华
Owner DONGHUA UNIV
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