Research on intelligent design mechanism of landscape lamp with regional cultural value based on interactive genetic algorithm

Wei, Zhen; Nie, Jinghuan

doi:10.1002/cpe.6273

Cited by 7 publications

(5 citation statements)

References 21 publications

(27 reference statements)

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“…e more key characteristic genes have a greater impact on the lamp shape, the weight is also greater, and d stands for the identity of the corresponding position of the binary coding of the gene. If the gene is the same, it is 1, and if the gene is different, it is 0. m stands for the position of the gene point in the gene g. When the value of R is greater than a certain value, it is considered that two individuals are similar and belong to a group [25].…”

Section: Multiobjective Interactive Bee Colony Evolutionary Algorithmmentioning

confidence: 99%

“…According [25] to the size of the influence factor, combined with the specific conditions of each part of the color block in the offspring model, the color harmony intensity between each two-color block is weighted. e higher the color harmony intensity between the two-color blocks, the greater the influence of the color matching between the two-color blocks.…”

Section: Color Evolution Rulesmentioning

confidence: 99%

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An Intelligent Designing Approach for Personalized Products Using Product Gene

Yang

Wang

Song

2022

Mobile Information Systems

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The demand for product design has risen as new technologies such as big data and cyber-physical systems (CPSs) emerge. Digital product design entails employing modern digital technology to complete the product design process. In the contemporary world, the trend of consumers’ preference for customized design products is rising exponentially. To meet this demand, the product evolutionary design approach is used in this paper. It is based on user preferences by realizing the personalized intelligent design of products. For instance, if one takes the example of table lamps, based on the method of parametric modeling, the parameters of shape and material are used as product genes for chromosome coding. In our proposed approach, the multiobjective bee colony interactive evolutionary algorithm (MBCIEA) is used to build the table lamp evolution system by relying on the color harmony theory. To evolve the design scheme, the user choice is employed as the fitness value. The findings of a comparative experiment between this technique and the existing schemes suggest that this method may let users engage more effectively in collaborative design and achieve a good customized design scheme.

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Section: Multiobjective Interactive Bee Colony Evolutionary Algorithmmentioning

confidence: 99%

Section: Color Evolution Rulesmentioning

confidence: 99%

An Intelligent Designing Approach for Personalized Products Using Product Gene

Yang

Wang

Song

2022

Mobile Information Systems

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“…Therefore, the following three suggestions are put forward to improve the color fusion of Shikumen cultural block by using plants, buildings and pavement (Figure 11). [25][26][27]…”

Section: Design Conception Of Color Fusion Of Historic and Cultural B...mentioning

confidence: 99%

Research on color fusion model of historic and cultural blocks in Shanghai based on deep learning algorithm‐take Tianzifang as an example

Wei

Nie

2022

Concurrency and Computation

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Color fusion is an extremely important part in the reconstruction design of historic and cultural blocks in the process of China's urban historic and cultural blocks transformation. Based on the deep learning algorithm, this paper constructs the color analysis model of cultural blocks, uses the multiscale feature semantic segmentation algorithm analysis technology of dual channel fusion for color research, extracts and analyzes the color of historic and cultural blocks, thus establishes its color fusion model, analyzes the color defects of Tianzifang historic and cultural scenic spot, and proposes to use plants, buildings and pavements to improve the color fusion degree of Shikumen cultural blocks. K E Y W O R D Sarchitectural color protection, deep learning algorithm, historic and cultural blocks, multiscale feature semantic segmentation THE PRESENT SITUATION OF COLOR COMPOSITION OF HISTORIC AND CULTURAL BLOCKS IN SHANGHAI The importance of color in historic and cultural blocksThe emergence of new materials and technologies has impacted the original construction mode and urban texture of historic and cultural blocks.The architectural color of historic and cultural blocks is an important and relatively stable historic product under the natural conditions and cultural traditions in a specific region. It most directly reflects the characteristics of the blocks that are different from the landscape of other regions. It is an indispensable element in the protection of historic and cultural blocks. The blind worship of international architectural style makes people lose the original cultural memory of the city, lose control over the color style and order, and gradually fall into a loss. Although people have realized the importance of color elements in the protection of historic and cultural blocks to a certain extent, due to the lack of standardized and scientific method guidance, the protectors do not know how to scientifically investigate and study the color of block buildings and make feature extraction, and do not know how to reasonably formulate color protection measures. Therefore, to clarify the architectural color is to grasp the keynote of the historic and cultural blocks. The analysis and study of architectural color will help to provide scientific guiding methods and theoretical basis for the protection of historic and cultural blocks. Color elements of historic and cultural blocksAccording to the many factors that affect the landscape color style in the historic and cultural blocks, the vertical elements of the landscape color style are divided into six parts: building body, landscape greening, pavement, public facilities, plaque advertising and traffic facilities. Among them,

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“…Therefore, IGA application needs to be improved and optimized according to specific goals and requirements. Recently, IGA has been applied to the design of industrial products such as electric bicycles [18], ship compartments [19], landscape lamps [20], marine propellers [21].…”

Section: Motivation and Significancementioning

confidence: 99%