the development of smart farming infrastructure is modelled by latest software, digital communication networks, sensors, and embedded intelligence. Different algorithms have been introduced which may bride the infrastructural needs of smart farming, such as parallel military dog based algorithm for IoT (Tr...
网络释义 1. 群体智能算法 ...3 群体智能算法 1.4 微粒群算法的发展群体智能算法(Swarm Intelligence Algorithm)的研究开始 于20世纪90年代初,其基 … www.docin.com|基于7个网页 2. 群智能算法 群智能算法,swarm... ... )swarm intelligence algorithm群智能算法) intelligent ant colony optimization 智能...
This paper summarizes the application of swarm intelligence optimization algorithm in photovoltaic energy storage systems, including algorithm principles, optimization goals, practical application cases, challenges and future development directions, providing new ideas for better promotion and application of new...
By the use of groups'advantages,in the absence of centralized control and without providing the overall model situation,swarm intelligence optimum algorithm provides the foundation on finding complex distributed solutions to the problem.Introduces the two swarm intelligence algorithm models:ant colony algori...
In this paper we study the use of swarm intelligence based algorithms for use in GIS and this is demonstrated with an example of the problem of site selection, also called as location allocation. An agent algorithm inspired from the nest building behaviour of natural termites is discussed and ...
the best solution for the global search ability. For example, the particle swarm optimization algorithm is one of them. According to the characteristics of swarm intelligence, the research content of this paper is novel, and the research results can be used in big data scenarios such as the ...
Pandit D, Zhang L, Chattopadhyay S, Lim CP, Liu C (2018) A scattering and repulsive swarm intelligence algorithm for solving global optimization problems. Knowl Based Syst 156:12–42. https://doi.org/10.1016/j.knosys.2018.05.002 Article Google Scholar Zhang L, Lim CP, Liu C (2023) Enh...
The sparrow search algorithm (SSA) is an efficient swarm-intelligence-based algorithm that has made some significant advances since its introduction in 202... J Xue,B Shen - International Journal of Systems Science: The Theory and Practice of Mathematical Modelling, Simulation, Optimization and Contr...
An efficient algorithm for multi-objective optimization, based on swarm intelligence principles, is presented in this article. The proposed algorithm incorporates a Pareto dominance relation into particle swarm optimization (PSO). To create effective selection pressure among the non-dominated solutions, it...
Many real-world applications could be modeled as optimization problems. As an outstanding swarm intelligence algorithm, the particle swarm optimization has been widely used to solve enormous real-word problems. It is difficult, if not impossible, to list all the problems that could be solved via ...