A bio‐inspired method for engineering design optimization inspired by dingoes hunting strategies

H Peraza-Vázquez, AF Peña-Delgado… - Mathematical …, 2021 - Wiley Online Library
A novel bio‐inspired algorithm, namely, Dingo Optimization Algorithm (DOA), is proposed for
solving optimization problems. The DOA mimics the social behavior of the Australian dingo …

Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction

A Malik, Y Tikhamarine, D Souag-Gamane… - … Research and Risk …, 2020 - Springer
Accurate and reliable prediction of streamflow is vital to the optimization of water resources
management, reservoir flood operations, catchment, and urban water management. In this …

Solving optimization problems of metamaterial and double T-shape antennas using advanced meta-heuristics algorithms

DS Khafaga, AA Alhussan, ESM El-Kenawy… - IEEE …, 2022 - ieeexplore.ieee.org
This study offers an adaptive dynamic sine cosine fitness grey wolf optimizer (ADSCFGWO)
for optimizing the parameters of two types of antennas. The two types of antennas are …

Prediction of meteorological drought by using hybrid support vector regression optimized with HHO versus PSO algorithms

A Malik, Y Tikhamarine, SS Sammen, SI Abba… - … Science and Pollution …, 2021 - Springer
Drought is considered one of the costliest natural disasters that result in water scarcity and
crop damage almost every year. Drought monitoring and forecasting are essential for the …

SEB-ChOA: an improved chimp optimization algorithm using spiral exploitation behavior

L Qian, M Khishe, Y Huang, S Mirjalili - Neural Computing and …, 2024 - Springer
The chimp optimization algorithm (ChOA) is a nature-inspired algorithm that imitates
chimpanzees' individual intelligence and hunting behaviors. In this algorithm, the hunting …

Dynamic group-based cooperative optimization algorithm

MM Fouad, AI El-Desouky, R Al-Hajj… - IEEE …, 2020 - ieeexplore.ieee.org
Several optimization problems from various types of applications have been efficiently
resolved using available meta-heuristic algorithms such as Particle Swarm Optimization and …

A bio-inspired method for mathematical optimization inspired by arachnida salticidade

H Peraza-Vazquez, A Peña-Delgado, P Ranjan… - Mathematics, 2021 - mdpi.com
This paper proposes a new meta-heuristic called Jum** Spider Optimization Algorithm
(JSOA), inspired by Arachnida Salticidae hunting habits. The proposed algorithm mimics the …

Design of a hybrid ANN multi-objective whale algorithm for suspended sediment load prediction

M Ehteram, AN Ahmed, SD Latif, YF Huang… - … Science and Pollution …, 2021 - Springer
There is a need to develop an accurate and reliable model for predicting suspended
sediment load (SSL) because of its complexity and difficulty in practice. This is due to the fact …

Advanced machine learning model for prediction of drought indices using hybrid SVR-RSM

J Piri, M Abdolahipour, B Keshtegar - Water Resources Management, 2023 - Springer
Drought, as a phenomenon that causes significant damage to agriculture and water
resources, has increased across the globe due to climate change. Hence, scientists are …

Off-grid multi-region energy system design based on energy load demand estimation using hybrid nature-inspired optimization algorithms

AH Alhamami, SI Abba, B Musa, YA Dodo… - Energy Conversion and …, 2024 - Elsevier
Reliable energy demand estimation and optimal sizing of a stand-alone photovoltaic/wind/
battery hybrid energy system are critical for achieving sustainable development goals. This …