As an important part of the micro-grid system, the energy storage system can realize the stable operation of the micro-grid system through the design optimization and scheduling optimization of the photovoltaic energy storage system. The structure and characteristics of photovoltaic energy storage ...
intelligent computingThe bionics-based swarm intelligence optimization algorithm is a typical natural heuristic algorithm whose goal is to find the global optimal solution of the optimization problem.It simulates the group behavior of various animals and uses the information exchange and cooperation between...
To overcome the disadvantages of premature convergence and easy trapping into local optimum solutions, this paper proposes an improved particle swarm optimization algorithm (named NDWPSO algorithm) based on multiple hybrid strategies. Firstly, the elite
For dynamic optimization problems, after CVP processing, the control variables, state variables, objective functions, and constraints of the system are all determined by the parameter vector, thus forming the NLP problem which can be solved by the swarm-intelligent optimization algorithm. Depending on...
Li XL. A new intelligent optimization-artificial fish swarm algorithm. PhD thesis. China: Zhejiang University; 2003. Google Scholar [13] Jiang MY, Yuan DF. Artificial fish swarm algorithm and its applications. In: Proc. of the international conference on sensing, computing and automation, (ICSCA...
The swarm intelligence optimization algorithm is a technology that has emerged in recent years. This technology is to imitate the daily behavior of animals to find the best solution for the global search ability. For example, the particle swarm optimization algorithm is one of them. According to ...
This is a repository which contains all the code for the Spider Monkey Optimization Algorithm, associated with Chapter 6, Machine Learning for Intelligent Decision Science.https://link.springer.com/book/10.1007/978-981-15-3689-2 machine-learningalgorithmoptimizationmathematicsspidermonkeyswarmchapterspringer...
1.A novel approach for simultaneous synthesis of a heat exchanger network via swarm intelligent optimization群智优化算法同步综合换热网络 2)swarm intelligent algorithm群体智能优化算法 1.In this parer, we mainly discuss the application of particle swarm optimization in the function optimization, which is ...
algorithm Cuckoo / Firefly / Bat / Pelican Algorithms Biogeography-based Optimization Evolutionary strategy Evolutionary Learning systems GPU Computing Other swarm-based algorithms Realizations Swarm models Swarm cooperation Multi-agent systems AIS system Evolv. intelligent agents Analytic models of emergent ...
of the algorithm. Finally, SQOBL was embedded in the PSO with eight others representative OBL variants to find the most optimal solution for a test suite. In addition, 8 novel intelligent optimization algorithms and the first three algorithms were selected to evaluate the performance of the lates...