Furniture personalized customization system and method based on interactive genetic algorithm

Abstract

The invention relates to a furniture personalized customization system and method based on an interactive genetic algorithm, and aims to help small-space residents to reasonably plan furniture storage space layout, mainly wardrobe storage space layout. According to the technical scheme and the main application, the method comprises the following steps: 1) dividing functional modules stored in the wardrobe, summarizing the spatial size range of each functional module, and screening necessary functional modules based on a Carnot model in combination with a Bet-worse satisfaction coefficient; 2) an interactive genetic algorithm is adopted, an optimal storage layout scheme is obtained for user visualization, and the problems of fuzzy user preference and high efficiency and low communication cost with designers are solved; and 3) a penalty function is introduced to guide a scheme generation direction, a final optimization result is obtained with less evaluation times, fatigue of a user during scheme evaluation is relieved, and the storage layout scheme is ensured to have feasibility and rationality.

Description

technical field [0001] The invention relates to the field of personalized furniture customization, in particular to a system and method for personalized furniture customization based on an interactive genetic algorithm. Background technique [0002] More and more people choose to live in small-sized homes or loft apartments. The user's demand for furniture is no longer limited to the single-function use of traditional furniture. It is necessary to design a In line with its personalized and diverse space storage layout scheme. Customized furniture has increasingly become an indispensable and important part of modern home decoration. Customized furniture has the characteristics of being tailor-made, environmentally friendly, fashionable, and professional; however, for customized furniture, there are many personalized customization solutions for furniture today. Limited to the appearance and aesthetics, there is no uniform standard for the layout of the storage space of the fu...

AI Technical Summary

Problems solved by technology

Customized furniture has increasingly become an indispensable and important part of modern home decoration. Customized furniture has the characteristics of being tailor-made, environmentally friendly, fashionable, and professional; however, for customized furniture, there are many personalized customization solutions for furniture today. Limited to the appearance and aesthetics, there is no uniform standard for the layout of the storage space of the furniture itself, and it mostly depends on the experience of users and designers to customize. This operation method not only leads to a disconnect between the finished furniture and the actual needs of users, but also Increased human and material costs for users and designers

[0003] As a computer intelligent algorithm that expands the application field of traditional genetic algorithms, interactive genetic algorithm is currently mainly used in design fields such as architecture, music, industry, and clothing. It can't edit people's subjective consciousness such as psychology, emotion, and hobbies into specific objective functions As an important index in the evolution process, the influencing factors are embedded in the algorithm system to guide the evolution direction of the population. However, in the field of furniture design, there has been no research on the design of furniture storage function layout using interactive genetic algorithms. Therefore, in the field of furniture storage function layout The introduction of interactive genetic algorithm in the design is of pioneering significance

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