8 papers · ranked by Valyu relevance
Nikunj Mashru, Kanak Kalita, Lenka Čepová, Pinank Patel + 2 more
'Pradeep Jangir'] Balancing diversity and convergence among solutions in many-objective optimization is challenging, particularly in high-dimensional spaces with conflicting objectives. This paper presents the Many-Objective Marine Predator Algorithm (MaOMPA), an adaptation of the Marine Predators Algorithm (MPA)…
Chang-Jian Sun, Fang Gao
The marine predators algorithm (MPA) is a novel population-based optimization method that has been widely used in real-world optimization applications. However, MPA can easily fall into a local optimum because of the lack of population diversity in the late stage of optimization. To overcome this shortcoming, this…
Huaping Jia, Junlong Zhao, Ali Arshaghi
In recent years, almost every country in the world has struggled against the spread of Coronavirus Disease 2019. If governments and public health systems do not take action against the spread of the disease, it will have a severe impact on human life. A noteworthy technique to stop this pandemic is diagnosing COVID-19…
Mohamed Issa, Mohamed Abd Elaziz, Sameh I. Selem
This article introduces a novel optimization approach to improve the parameter estimation of proton exchange membrane fuel cells (PEMFCs), which are critical for diverse applications but are challenging to model due to their nonlinear behavior. The proposed method, HGS-MPA, enhances the Hunger Games Search (HGS)…
Authors not listed
Medical imaging techniques play a critical role in diagnosing diseases and patient healthcare. They help in treatment, diagnosis, and early detection. Image segmentation is one of the most important steps in processing medical images, and it has been widely used in many applications. Multi-level thresholding (MLT) is…
Ahmed T. Sahlol, Dalia Yousri, Ahmed A. Ewees, Mohammed A. A. Al-qaness + 2 more
Currently, we witness the severe spread of the pandemic of the new Corona virus, COVID-19, which causes dangerous symptoms to humans and animals, its complications may lead to death. Although convolutional neural networks (CNNs) is considered the current state-of-the-art image classification technique, it needs massive…
Eunice Oluwabunmi Owoola, Kewen Xia, Samuel Ogunjo, Sandrine Mukase + 4 more
'Aadel Mohamed' 'Naser Ojaroudi Parchin' 'Chan Hwang See' 'Raed A. Abd-Alhameed'] The pattern synthesis of antenna arrays is a substantial factor that can enhance the effectiveness and validity of a wireless communication system. This work proposes an advanced marine predator algorithm (AMPA) to synthesize the beam…
Guohao Wang, Xun Li, Dionisis Kandris
To solve the coverage problem caused by the random deployment of wireless sensor network nodes in the forest fire-monitoring system, a modified marine predator algorithm (MMPA) is proposed. Four modifications have been made based on the standard marine predator algorithm (MPA). Firstly, tent mapping is integrated into…