The world's population is gradually aging, and the construction of Service Centers for Seniors (SCS) has become an important issue worthy of concern. In this paper, a particle swarm optimization algorithm with random weight and synchronous learning factor (RSPSO) is proposed to optimize the location and compared with three improved PSO algorithms. Experimental results show that RSPSO bears a faster convergence with better improvements on global searching. Furthermore, it can effectively avoid falling into the local optimal solution. The results also demonstrate the superiority of RSPSO over PSO in location optimization of SCS.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Location Optimization of Service Centers for Seniors Based on an Improved Particle Swarm Optimization Algorithm


    Weitere Titelangaben:

    Smart Innovation, Systems and Technologies


    Beteiligte:
    Wu, Tsu-Yang (Herausgeber:in) / Ni, Shaoquan (Herausgeber:in) / Chu, Shu-Chuan (Herausgeber:in) / Chen, Chi-Hua (Herausgeber:in) / Favorskaya, Margarita (Herausgeber:in) / Wang, Wei-Feng (Autor:in) / Wang, Ruo-Bin (Autor:in) / Yin, Shuo (Autor:in) / An, Zhi-Wei (Autor:in) / Xu, Lin (Autor:in)


    Erscheinungsdatum :

    30.11.2021


    Format / Umfang :

    8 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





    Improved multi-objective particle swarm optimization algorithm

    Baoning, L. / Weiguo, Z. / Guangwen, L. et al. | British Library Online Contents | 2013


    Improved particle filter algorithm based on chaos particle swarm optimization

    Wang, Ershen / Pang, Tao / Qu, Pingping et al. | British Library Online Contents | 2016


    Optimization of UAV Airfoil Based on Improved Particle Swarm Optimization Algorithm

    Tieying Jiang / Liang Jiang | DOAJ | 2022

    Freier Zugriff

    Reactive Power Optimization Based on Improved Poly-Particle Swarm Optimization Algorithm

    Na, Z. / Fusheng, Z. / Ping, W. | British Library Online Contents | 2006