Title: Multi-objective optimisation method of human-computer interaction interface layout of music electronic products based on adaptive particle swarm optimisation
Authors: Gangling Liu
Addresses: Guilin University of Aerospace Technology, Guilin, Guangxi, China
Abstract: Aiming at the problems of poor optimisation effect in multi-objective optimisation of human-computer interface layout of music electronic products, a multi-objective optimisation method of human-computer interface layout of music electronic products based on adaptive particle swarm optimisation is designed. Analyse the characteristics of interface layout structure, and determine the component layout level, layout parallax and split screen ratio as the optimisation objectives. The fuzzy judgement results of multi-objective parameters are determined by fuzzy hierarchy, and the weight value is obtained. Analyse the basic principle of adaptive particle swarm optimisation, set the adaptive particle radius and adaptive value, constantly update the adaptive particle position, build a multi-objective optimisation model and solve the optimal solution of the model through the objective function to complete the layout multi-objective optimisation. The results show that the multi-objective optimisation accuracy of the proposed method is higher than 90%.
Keywords: adaptive particle swarm optimisation; music electronic products; human computer interaction interface; multi-objective optimisation; adaptive particle radius; fitness value.
International Journal of Product Development, 2022 Vol.26 No.1/2/3/4, pp.179 - 192
Received: 18 Oct 2021
Accepted: 15 Mar 2022
Published online: 07 Sep 2022 *