Metaheuristic algorithms for PID controller parameters tuning: Review, approaches and open problems

SB Joseph, EG Dada, A Abidemi, DO Oyewola… - Heliyon, 2022 - cell.com
The simplicity, transparency, reliability, high efficiency and robust nature of PID controllers
are some of the reasons for their high popularity and acceptance for control in process …

A comprehensive survey: Whale Optimization Algorithm and its applications

FS Gharehchopogh, H Gholizadeh - Swarm and Evolutionary Computation, 2019 - Elsevier
Abstract Whale Optimization Algorithm (WOA) is an optimization algorithm developed by
Mirjalili and Lewis in 2016. An overview of WOA is described in this paper, rooted from the …

Baleen whale prey consumption based on high-resolution foraging measurements

MS Savoca, MF Czapanskiy, SR Kahane-Rapport… - Nature, 2021 - nature.com
Baleen whales influence their ecosystems through immense prey consumption and nutrient
recycling,–. It is difficult to accurately gauge the magnitude of their current or historic …

Assessment of tunnel blasting-induced overbreak: A novel metaheuristic-based random forest approach

B He, DJ Armaghani, SH Lai - Tunnelling and Underground Space …, 2023 - Elsevier
Overbreak is a detrimental phenomenon caused by tunnel blasting, which can lead to
increased time and cost in the construction schedule. It is very important to establish a model …

The whale optimization algorithm

S Mirjalili, A Lewis - Advances in engineering software, 2016 - Elsevier
This paper proposes a novel nature-inspired meta-heuristic optimization algorithm, called
Whale Optimization Algorithm (WOA), which mimics the social behavior of humpback …

A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects

AE Ezugwu, AM Ikotun, OO Oyelade… - … Applications of Artificial …, 2022 - Elsevier
Clustering is an essential tool in data mining research and applications. It is the subject of
active research in many fields of study, such as computer science, data science, statistics …

Whale optimization algorithm and moth-flame optimization for multilevel thresholding image segmentation

M Abd El Aziz, AA Ewees, AE Hassanien - Expert Systems with Applications, 2017 - Elsevier
Determining the optimal thresholding for image segmentation has got more attention in
recent years since it has many applications. There are several methods used to find the …

A consolidated review of path planning and optimization techniques: Technical perspectives and future directions

F Gul, I Mir, L Abualigah, P Sumari, A Forestiero - Electronics, 2021 - mdpi.com
In this paper, a review on the three most important communication techniques (ground,
aerial, and underwater vehicles) has been presented that throws light on trajectory planning …

[HTML][HTML] Optimal siting of capacitors in radial distribution network using whale optimization algorithm

DB Prakash, C Lakshminarayana - Alexandria Engineering Journal, 2017 - Elsevier
In present days, continuous effort is being made in bringing down the line losses of the
electrical distribution networks. Therefore proper allocation of capacitors is of utmost …

Developing GEP tree-based, neuro-swarm, and whale optimization models for evaluation of bearing capacity of concrete-filled steel tube columns

P Sarir, J Chen, PG Asteris, DJ Armaghani… - Engineering with …, 2021 - Springer
The type of materials used in designing and constructing structures significantly affects the
way the structures behave. The performance of concrete and steel, which are used as a …