GOA是一种用于全局优化的新型元启发式算法 提出的蝗虫优化算法(GOA)在数学上模拟并模拟了蝗虫群的行为,以解决优化问题。 提出了一种称为蚱蜢优化算法(GOA)的优化算法,并将其应用于结构优化中具有挑战性的问题。该算法通过数学建模和模拟自然界中蝗虫群的行为来解决优化问题。首先将GOA算法应用于包括CEC2005在内...
Grasshopper optimization algorithm (GOA) has been used to optimize the FOPI-D controller gains. To affirm tuning competence of GOA, the convergence mobility of the GOA is compared with some well-known optimization techniques. The analysis of the system responses carried out in this work ...
In order to optimize and demonstrate the superiority of the proposed control method, Grasshopper Optimization Algorithm (GOA) is proposed as a suitable solution. To further improve the performance of the under study system, the use of the Redox Flow Battery (RFB) energy storage unit has also ...
摘要: The Grasshopper Optimisation Algorithm inspired by grasshopper swarms is proposed.The GOA algorithm is benchmarked on challenging test functions.The results on the unimodal functions show the super...关键词: Algorithm Benchmark Constrained optimization Heuristic algorithm Metaheuristics Optimization ...
This paper presents implications of different chaotic sequences on the performance of Grasshopper Optimisation Algorithm (GOA). A bridging mechanism based on sinusoidal truncated function is proposed first, then 10 different normalize chaotic sequences are employed with this function. Along with this ...
简介:蝗虫算法( Grasshopper Optimization Algorithm,GOA ) 是由 Saremi 等[1]于2017 年提出的一种元启发式仿生优化算法,具有较高的搜索效率和较快的收敛速度,且算法本身特殊的自适应机制能够很好地平衡全局和局部搜索过程,具有较好的寻优精度。 内容:
The grasshopper optimization algorithm (GOA) is a meta-heuristic algorithm recently proposed based on the migration and hunting of grasshoppers in nature. However, the method suffers from a low diversity of the agents, which results in the stagnation problems, or immature convergence. To make GOA ...
This paper proposes a new application of the Grasshopper Optimization Algorithm (GOA) for parameter extraction of the three-diode PV model of a PV module. Two commercial PV modules, Kyocera KC200GT and Solarex MSX-60 PV cells are utilized in examining the GOA-based PV model. The simulation ...
2.1. Grasshopper Optimization Algorithm (GOA) The GOA is a lately proposed swarm-primarily based totally meta-heuristic [33]. As these algorithms are viewed alone in nature, they establish a big swarm of all insects. These insects construct swarm pests that negatively affect farmers and agriculture...
The first one is the New Binary version of the Grasshopper Optimization Algorithm (NBGOA) which can be used with any binary combinatorial optimization problem, and the other work is to use NBGOA as the swarm-based algorithm for feature selection problem. The rest of the paper is organized as...