Search Results - "Gandomi, Amir H."

Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts by Yang, Yutao, Chen, Huiling, Heidari, Ali Asghar, Gandomi, Amir H

“…•A performance-based algorithm (HGS) is proposed for global search and optimization in real world.•HGS simulates the logic of the collaborative interactions…”
Get full text

Marine Predators Algorithm: A nature-inspired metaheuristic by Faramarzi, Afshin, Heidarinejad, Mohammad, Mirjalili, Seyedali, Gandomi, Amir H.

“…•Developed Marine Predators Algorithm as a nature inspired optimization method.•Tested the performance of MPA against mathematical and engineering…”
Get full text

RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method by Ahmadianfar, Iman, Heidari, Ali Asghar, Gandomi, Amir H., Chu, Xuefeng, Chen, Huiling

“…The optimization field suffers from the metaphor-based “pseudo-novel” or “fancy” optimizers. Most of these cliché methods mimic animals' searching trends and…”
Get full text

Chaotic gravitational constants for the gravitational search algorithm by Mirjalili, Seyedali, Gandomi, Amir H.

“…[Display omitted] •Chaotic maps have been embedded into Gravitational Search Algorithms (GSA) for the first time.•The problem of trapping in local minima in…”
Get full text

Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer by Abualigah, Laith, Elaziz, Mohamed Abd, Sumari, Putra, Geem, Zong Woo, Gandomi, Amir H.

“…This paper proposes a novel nature-inspired meta-heuristic optimizer, called Reptile Search Algorithm (RSA), motivated by the hunting behaviour of Crocodiles…”
Get full text

New formulations for mechanical properties of recycled aggregate concrete using gene expression programming by Gholampour, Aliakbar, Gandomi, Amir H., Ozbakkaloglu, Togay

“…•New models are developed by GEP technique to predict mechanical properties of recycled aggregate concrete (RAC).•A comprehensive database covering a wide…”
Get full text

Structural Health Monitoring in Composite Structures: A Comprehensive Review by Hassani, Sahar, Mousavi, Mohsen, Gandomi, Amir H

“…This study presents a comprehensive review of the history of research and development of different damage-detection methods in the realm of composite…”
Get full text

CCSA: Conscious Neighborhood-based Crow Search Algorithm for Solving Global Optimization Problems by Zamani, Hoda, Nadimi-Shahraki, Mohammad H., Gandomi, Amir H.

“…In this paper, a conscious neighborhood-based crow search algorithm (CCSA) is proposed for solving global optimization and engineering design problems. It is a…”
Get full text

A novel multi-hybrid differential evolution algorithm for optimization of frame structures by Salgotra, Rohit, Gandomi, Amir H.

“…Differential evolution (DE) is a robust optimizer designed for solving complex domain research problems in the computational intelligence community. In the…”
Get full text

I-SEP: An Improved Routing Protocol for Heterogeneous WSN for IoT-Based Environmental Monitoring by Behera, Trupti Mayee, Mohapatra, Sushanta Kumar, Samal, Umesh Chandra, Khan, Mohammad S., Daneshmand, Mahmoud, Gandomi, Amir H.

“…Wireless sensor networks (WSNs) is a virtual layer in the paradigm of the Internet of Things (IoT). It inter-relates information associated with the physical…”
Get full text

Refining breast cancer biomarker discovery and drug targeting through an advanced data-driven approach by Rakhshaninejad, Morteza, Fathian, Mohammad, Shirkoohi, Reza, Barzinpour, Farnaz, Gandomi, Amir H

“…Breast cancer remains a major public health challenge worldwide. The identification of accurate biomarkers is critical for the early detection and effective…”
Get full text

Non-parametric severity-duration-frequency analysis of drought based on satellite-based product and model fusion techniques by Jafari, Seyedeh Mahboobeh, Nikoo, Mohammad Reza, Sadegh, Mojtaba, Chen, Mingjie, Gandomi, Amir H.

“…Climate change has increased the severity and frequency of droughts over the last decades. To alleviate the adverse impacts of droughts, an effective planning…”
Get full text

An attention-based deep learning for acute lymphoblastic leukemia classification by Jawahar, Malathy, Anbarasi, L. Jani, Narayanan, Sathiya, Gandomi, Amir H.

“…The bone marrow overproduces immature cells in the malignancy known as Acute Lymphoblastic Leukemia (ALL). In the United States, about 6500 occurrences of ALL…”
Get full text

Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results by Abualigah, Laith, Elaziz, Mohamed Abd, Khasawneh, Ahmad M., Alshinwan, Mohammad, Ibrahim, Rehab Ali, Al-qaness, Mohammed A. A., Mirjalili, Seyedali, Sumari, Putra, Gandomi, Amir H.

“…Real-world engineering design problems are widespread in various research disciplines in both industry and industry. Many optimization algorithms have been…”
Get full text

A new improved krill herd algorithm for global numerical optimization by Guo, Lihong, Wang, Gai-Ge, H. Gandomi, Amir, H. Alavi, Amir, Duan, Hong

“…This study presents an improved krill herd (IKH) approach to solve global optimization problems. The main improvement pertains to the exchange of information…”
Get full text

A hybrid swarm intelligence algorithm for region-based image fusion by Salgotra, Rohit, Lamba, Amanjot Kaur, Talwar, Dhruv, Gulati, Dhairya, Gandomi, Amir H.

“…This paper proposes a novel multi-hybrid algorithm named DHPN, using the best-known properties of dwarf mongoose algorithm (DMA), honey badger algorithm (HBA),…”
Get full text

DDCNN-F: double decker convolutional neural network 'F' feature fusion as a medical image classification framework by Veeramani, Nirmala, Jayaraman, Premaladha, Krishankumar, Raghunathan, Ravichandran, Kattur Soundarapandian, Gandomi, Amir H.

“…Melanoma is a severe skin cancer that involves abnormal cell development. This study aims to provide a new feature fusion framework for melanoma classification…”
Get full text

Efficient implicit constraint handling approaches for constrained optimization problems by Rahimi, Iman, Gandomi, Amir H., Nikoo, Mohammad Reza, Mousavi, Mohsen, Chen, Fang

“…Many real-world optimization problems, particularly engineering ones, involve constraints that make finding a feasible solution challenging. Numerous…”
Get full text

Wind, Solar, and Photovoltaic Renewable Energy Systems with and without Energy Storage Optimization: A Survey of Advanced Machine Learning and Deep Learning Techniques by Abualigah, Laith, Zitar, Raed Abu, Almotairi, Khaled H., Hussein, Ahmad MohdAziz, Abd Elaziz, Mohamed, Nikoo, Mohammad Reza, Gandomi, Amir H.

“…Nowadays, learning-based modeling methods are utilized to build a precise forecast model for renewable power sources. Computational Intelligence (CI)…”
Get full text

Analysis and Prediction of COVID-19 Using SIR, SEIQR, and Machine Learning Models: Australia, Italy, and UK Cases by Rahimi, Iman, Gandomi, Amir H., Asteris, Panagiotis G., Chen, Fang

“…The novel coronavirus disease, also known as COVID-19, is a disease outbreak that was first identified in Wuhan, a Central Chinese city. In this report, a…”
Get full text