Figure 1. Circular topology structure diagram and wheel topology structure diagram 2.4. Competition and Cooperation in Particle Swarm Optimization Algorithm In the PSO, a dynamic relationship of competition and
In this paper, a microstrip Wilkinson power divider (MWPD) based on particle swarm optimization (PSO) algorithm is designed, simulated, and fabricated using novel resonators. In addition, attenuators and open-ended stubs are incorporated to generate a broad cut-off band and reduce unwanted harmonic...
Lu Baiquan,Gao Gaiqin,Lu Zeyu. The block diagram method for designing the particle swarm optimization algorithm[J].Journal of global optimization 2012,4(4).The block diagram method for designing the particle swarm optimization algorithm[J] . Lu Baiquan,Gao Gaiqin,Lu Zeyu.Journal of Global ...
Empty CellAlgorithmMAERMSE Phase error Equal weight 2.16 0.90 Information entropy 0.33 0.23 Multiple regression 0.33 0.15 Particle swarm optimization 0.31 0.13 Amplitude error Equal weight 0.0636 0.2508 Information entropy 0.0102 0.0799 Multiple regression 0.0066 0.0776 Particle swarm optimization 0.0009 0.0104...
The circuit diagram of the proposed PSOSSO algorithm. Full size image The power variation exists and to get the maximum power, the MPPT mechanism is used. To execute the MPPT mechanism the novel hybrid technique namely Particle Swarm Optimization (PSO) combined with Salp Swarm Optimization (SSO)...
The schematic diagram of the update process. 3.1.2. Discrete Particle Swarm Optimization To solve the problem of optimizing a separate combinator with a PSO algorithm, two completely different technical routes were developed: one based on the classical continuous particle herd algorithm, and for a ...
and selection strategies, such as the inertia weight based on the idea of OBL [51]. Another aspect is to embed the OBL framework into the particle initialization phase and local renewal strategies based on the jump rate. The particle swarm optimization algorithm (OPSO) based on opposite-based...
In this thesis, therefore, an optimization algorithm of particle swarm optimization approach with the iterative technique of sweep approach for load flow is presented for the integration of DG unit to improve candidate bus voltage and minimize the total loss of the system. The proposed algorithm ...
Classification diagram of CI Full size image In the face of the above challenges and problems, this study aims to develop a new nature-inspired optimization algorithm that combines the strengths of SI and EC to exhibit higher efficiency and robustness in solving real-world optimization problems. ...
combined particle swarm optimization with quantum behavior, and proposed a detection method for overlapping communities (IMOQPSO) [158]. Firstly, the spectral information in the network diagram was obtained by using the spectral method. Then multi-objective particle swarm optimization algorithm was used...