Premium
Research on intelligent design mechanism of landscape lamp with regional cultural value based on interactive genetic algorithm
Author(s) -
Wei Zhen,
Nie Jinghuan
Publication year - 2021
Publication title -
concurrency and computation: practice and experience
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.309
H-Index - 67
eISSN - 1532-0634
pISSN - 1532-0626
DOI - 10.1002/cpe.6273
Subject(s) - analytic hierarchy process , genetic algorithm , mechanism (biology) , intelligent design , computer science , process (computing) , value (mathematics) , fitness landscape , industrial engineering , artificial intelligence , operations research , machine learning , engineering , sociology , population , philosophy , demography , epistemology , operating system
Summary This article aims to study the design mechanism of landscape lamp modeling based on regional cultural characteristics by using intelligent design methods. Big data technology is used to mine regional cultural level factors from four dimensions: regional, cultural, artistic, and functional. The weight values of all these factors are ranked by analytic hierarchy process (AHP) evaluation system. Meanwhile, the objective fitness of interactive genetic algorithm (IGA) is constructed according to the weight values. Design rules are added to constrain individuals to influence the iteration and output of design process by intelligent means. The intelligent design mechanism of landscape lamp with regional cultural value is constructed by IGA. The intelligent design mechanism based on AHP‐IGA is helpful to improve the iterative efficiency of interactive process and reduce project development cost.