Grasshopper Optimization Algorithm (GOA) is a recent swarm intelligence algorithm inspired
by the foraging and swarming behavior of grasshoppers in nature. The GOA algorithm has …

From an engineering point of view, non‐linear systems are essential to the operation of
control systems, because all systems actually have a non‐linear state in nature. In reality …

Abstract Arithmetic Optimization Algorithm (AOA) is a meta-heuristic algorithm. Its main idea
is to use the distribution behavior of the four main mathematical operators of addition (A) …

Firefly algorithm (FA) is a new random swarm search optimization algorithm that is modeled
after movement and the mutual attraction of flashing fireflies. The number of fitness …

The management of renewable-powered smart grids deals with nonlinear optimization
problems featuring a variety of linear or nonlinear constraints, discrete or continuous …

Recent growth in data dimensions presents challenges to data mining and machine
learning. A high-dimensional dataset consists of several features. Data may include …

The grasshopper optimization algorithm (GOA), which is one of the recent metaheuristic
optimization algorithms, mimics the natural movements of grasshoppers in swarms seeking …

The nonlinear system of equations (NSE) is the basis of many engineering and scientific
models. However, these models must have accurate solutions to be successful. Several …

In this paper, a modified flower pollination algorithm (MFPA) is proposed to improve the
performance of the classical algorithm and to tackle the nonlinear equation systems widely …

Systems of nonlinear equations are known as the basis for many models of engineering and
data science, and their accurate solutions are very critical in achieving progress in these …