Search Results - "Mohamed, Ali Khater"

Differential Evolution Mutations: Taxonomy, Comparison and Convergence Analysis by Mohamed, Ali Wagdy, Hadi, Anas A., Mohamed, Ali Khater

“…During last two decades, Differential Evolution (DE) proved to be one of the most popular and successful evolutionary algorithms for solving global…”
Get full text

Gaining-Sharing Knowledge Based Algorithm With Adaptive Parameters for Engineering Optimization by Mohamed, Ali Wagdy, Abutarboush, Hattan F., Hadi, Anas A., Mohamed, Ali Khater

“…As optimization algorithms have a great power to solve nonlinear, complex, and hard optimization problems, nature-inspired algorithms have been applied…”
Get full text

Adaptive guided differential evolution algorithm with novel mutation for numerical optimization by Mohamed, Ali Wagdy, Mohamed, Ali Khater

“…This paper presents adaptive guided differential evolution algorithm (AGDE) for solving global numerical optimization problems over continuous space. In order…”
Get full text

Gaining-sharing knowledge based algorithm for solving optimization problems: a novel nature-inspired algorithm by Mohamed, Ali Wagdy, Hadi, Anas A., Mohamed, Ali Khater

“…This paper proposes a novel nature-inspired algorithm called Gaining Sharing Knowledge based Algorithm (GSK) for solving optimization problems over continuous…”
Get full text

A Comparative Study of Weight Initialization Techniques for Convolutional Neural Networks in COVID-19 Classification from X-ray Images by Nagib, Abdelrahman Ezzeldin, Saeed, Mostafa, El-Feky, Shereen Fathy, Mohamed, Ali Khater

“…The rapid spread of the COVID-19 pandemic has created a pressing urgent need for accurate and efficient diagnostic tools. Recently, Convolutional neural…”
Get full text

Evaluating the performance of meta-heuristic algorithms on CEC 2021 benchmark problems by Mohamed, Ali Wagdy, Sallam, Karam M., Agrawal, Prachi, Hadi, Anas A., Mohamed, Ali Khater

“…To develop new meta-heuristic algorithms and evaluate on the benchmark functions is the most challenging task. In this paper, performance of the various…”
Get full text

Evaluating the Performance of Adaptive GainingSharing Knowledge Based Algorithm on CEC 2020 Benchmark Problems by Mohamed, Ali Wagdy, Hadi, Anas A., Mohamed, Ali Khater, Awad, Noor H.

“…This paper introduces an enhancement of the recent developed Gaining Sharing Knowledge based algorithm, dubbed as GSK. This algorithm is an excellent example…”
Get full text

Gaining-Sharing Knowledge Based Algorithm with Adaptive Parameters Hybrid with IMODE Algorithm for Solving CEC 2021 Benchmark Problems by Mohamed, Ali Wagdy, Hadi, Anas A., Agrawal, Prachi, Sallam, Karam M., Mohamed, Ali Khater

“…The initiative to introduce new benchmark problems has drawn attention to the development of new optimization algorithms. Recently, a set of constrained…”
Get full text

EncodKNN: Augmenting KNN with Autoencoder for Computational Cost Reduction by El-Feky, Shereen Fathy, Mohamed, Ali Khater, Ammar, Ammar Mohammed

“…The K Nearest Neighbor (kNN) is a classification method that's easy to understand a nd commonly used in statistical data mining. Typically, kNN operates by…”
Get full text

Generalized Adaptive Differential Evolution algorithm for Solving CEC 2020 Benchmark Problems by Mohamed, Ali Khater, Hadi, Anas A., Mohamed, Ali Wagdy

“…The effort devoted in introducing new numerical optimization benchmarks has attracted the attention to develop new optimization algorithms to solve them. Very…”
Get full text

Neural Network with Adaptive Learning Rate by Nagib, Abdelrahman Ezzeldin, Mohamed Saeed, Mostafa, El-Feky, Shereen Fathy, Khater Mohamed, Ali

“…Over the last two decades, the neural network has surprisingly arisen as an efficient tool for dealing with numerous real-life applications. Optimization of…”
Get full text