Choosing mutation and crossover ratios for genetic algorithms—a review with a new dynamic approach

A Hassanat, K Almohammadi, E Alkafaween… - Information, 2019 - mdpi.com
Genetic algorithm (GA) is an artificial intelligence search method that uses the process of
evolution and natural selection theory and is under the umbrella of evolutionary computing …

Moth–flame optimization algorithm: variants and applications

M Shehab, L Abualigah, H Al Hamad, H Alabool… - Neural Computing and …, 2020 - Springer
This paper thoroughly presents a comprehensive review of the so-called moth–flame
optimization (MFO) and analyzes its main characteristics. MFO is considered one of the …

Evolutionary design of magnetic soft continuum robots

L Wang, D Zheng, P Harker, AB Patel… - Proceedings of the …, 2021 - National Acad Sciences
Worldwide cardiovascular diseases such as stroke and heart disease are the leading cause
of mortality. While guidewire/catheter-based minimally invasive surgery is used to treat a …

Harris hawks optimization algorithm: variants and applications

M Shehab, I Mashal, Z Momani, MKY Shambour… - … Methods in Engineering, 2022 - Springer
This paper introduces a comprehensive survey of a new swarm intelligence optimization
algorithm so-called Harris hawks optimization (HHO) and analyzes its major features. HHO …

A comprehensive review of bat inspired algorithm: Variants, applications, and hybridization

M Shehab, MA Abu-Hashem, MKY Shambour… - … Methods in Engineering, 2023 - Springer
Bat algorithm (BA) is one of the promising metaheuristic algorithms. It proved its efficiency in
dealing with various optimization problems in diverse fields, such as power and energy …

Component design optimisation based on artificial intelligence in support of additive manufacturing repair and restoration: Current status and future outlook for …

N Abd Aziz, NAA Adnan, D Abd Wahab… - Journal of Cleaner …, 2021 - Elsevier
Abstract The Circular Economy concept aims to ensure environmental sustainability through
the recovery of durable products that have reached the end of their useable life. Recovery …

Gradient-based optimizer (gbo): a review, theory, variants, and applications

MS Daoud, M Shehab, HM Al-Mimi, L Abualigah… - … Methods in Engineering, 2023 - Springer
This paper introduces a comprehensive survey of a new population-based algorithm so-
called gradient-based optimizer (GBO) and analyzes its major features. GBO considers as …

Recent studies utilizing artificial intelligence techniques for solving data collection, aggregation and dissemination challenges in wireless sensor networks: a review

W Osamy, AM Khedr, A Salim, AI AlAli, AA El-Sawy - Electronics, 2022 - mdpi.com
The growing importance and widespread adoption of Wireless Sensor Network (WSN)
technologies have helped the enhancement of smart environments in numerous sectors …

Modified grasshopper optimization framework for optimal power flow solution

MA Taher, S Kamel, F Jurado, M Ebeed - Electrical Engineering, 2019 - Springer
This paper proposes a modified grasshopper optimization algorithm (MGOA) to solve the
optimal power flow (OPF) problem. The conventional GOA is a recent optimization technique …

Optimal parameter estimation of 1-phase and 3-phase transmission line for various bundle conductor's using modified whale optimization algorithm

MS Shaikh, C Hua, S Raj, S Kumar, M Hassan… - International Journal of …, 2022 - Elsevier
The overhead power line transmits and distributes electricity across large regions it has
several conductors on poles. Power system stability analysis and state estimates need a …