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 ...
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...
To overcome the problems of slow convergence, falling into local optima of the standard grasshopper optimization algorithm, a nonlinear weight and cauchy mutation in grasshopperoptimization algorithm is proposed. Firstly, the good point set is applied to initial population and uniform population distributio...
进化算法是一种特殊类型的元启发式搜索算法(metaheuristic search algorithm)它使用与“生物进化”相关的概念来发现优化问题的可能解决方案。进化算法可以应用于各种各样的问题,这使得它在建筑科学中非常有用。在建筑科学中,经常需要在众多设计属性和最终性能之间进行权衡。尽管最近计算能力和容量的进步使它们的实现变得容易...
The grasshopper optimization algorithm was binarized using S- and V-shaped transformation functions for feature selection. The constructed classifiers have been tested on datasets from the KEEL repository. This is a preview of subscription content, log in via an institution to check access. ...
Due to multi-objective nature of the designed control problem, multi-objective grasshopper optimization algorithm (MOGOA) has been implemented to optimally tune the parameters of RDO-SMC and other understudy controllers. To verify and validate the performance of proposed controller, the analyses have ...
Performance improvement of maximum power point tracking for photovoltaic system using grasshopper optimization algorithm based ANFIS under different condit... Objective Power systems have been accommodating solar energy to a large extent, particularly when it comes to photovoltaic (PV) systems. In this re...
A python library for the following Metaheuristics: Adaptive Random Search, Ant Lion Optimizer, Arithmetic Optimization Algorithm, Artificial Bee Colony Optimization, Artificial Fish Swarm Algorithm, Bat Algorithm, Biogeography Based Optimization, Cross-Entropy Method, Cuckoo Search, Differential Evolution, Disp...
Grasshopper optimization algorithm multilayer perceptron artificial neural network spam detection approach 1. Introduction Despite the popularity of social networking services to spread messages over the Internet, email remains at the forefront of social, academic, and business communications [1]. E-mail is...
Since the proposed model is very complicated, we used the grasshopper optimization algorithm. This algorithm belongs to the group of collective intelligence algorithms and is inspired by the social behavior of grasshoppers and the impact of the environment on each grasshopper. In this algorithm, ...