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

Abstract

SummaryThis 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.