Content area
Information processing and control tasks in each unit within a building are typically completed internally, and information processing within a building naturally exhibits distributed characteristics. The insect-intelligent building platform is an intelligent building platform, and the concept of an insect-intelligent building platform adapts to the distributed processing requirements of building information, achieving features such as self-organization and self-adaptation of the intelligent building platform. The microenvironment network serves as a fundamental network that supports the implementation of an insect-intelligent building platform. Update mechanisms for the velocity and position of particles for PSO in the microenvironment are given. This paper also proposes a Microenvironment-based Particle Swarm Optimization (MPSO) algorithm with those update mechanisms to quickly solve optimization problems using PSO under a microenvironment network. Experimental results show that, within microenvironment networks, both synchronous and asynchronous implementations of MPSO algorithms can solve optimization problems faster than the PSO algorithm while maintaining a precision similar to that of the PSO algorithm.
Details
; Xu, Shaojie 2 ; Wang, Ping 2 ; Cheng, Hongmei 3
; Zhang, Shuguang 4 1 Anhui Province Key Laboratory of Intelligent Building & Building Energy Saving, Anhui Jianzhu University, Hefei 230022, China; [email protected]
2 School of Electronic and Information Engineering, Anhui Jianzhu University, Hefei 230022, China; [email protected] (S.X.); [email protected] (P.W.)
3 School of Economics and Management, Anhui Jianzhu University, Hefei 230022, China
4 Department of Statistics and Finance, School of Management, University of Science and Technology of China, Hefei 230026, China; [email protected]