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
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...
6.5.4 Standard Firefly Algorithm 96 6.5.5 Artificial Bee Colony 97 6.6 Chapter Summary 98 References 98 7 Healthcare Data Analytics Using Swarm Intelligence 101Palvadi Srinivas Kumar, Pooja Dixit and N. Gayathri 7.1 Introduction 101 7.1.1 Definition 103 7.2 Intelligent Agent 103 7.3 Background an...
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...
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
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...
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...
(2001). Particle swarm optimization: Developments, applications and resources. In Proceedings of the IEEE congress on evolutionary computation (pp. 81–86). (Open in a new window)Google Scholar Fateen, S. E. K., & Bonilla-Petriciolet, A. (2014). Intelligent firefly algorithm for global ...