Search Results - S.I.: Hybrid Approaches to Nature-inspired Optimization Algorithms AND Their Applications

Optimized Hybrid Deep Learning Framework for Early Detection of Alzheimer's Disease Using Adaptive Weight Selection.

Authors: Gasmi, Karim Alyami, Abdulrahman Hamid, Omer et al.

Source: Diagnostics (2075-4418); Dec2024, Vol. 14 Issue 24, p2779, 23p

Subject Terms: MACHINE learning, ALZHEIMER'S disease, ENSEMBLE learning, OPTIMIZATION algorithms, DEEP learning

A Comprehensive Review of Bio-Inspired Optimization Algorithms Including Applications in Microelectronics and Nanophotonics.

Authors: Jakšić, Zoran Devi, Swagata Jakšić, Olga et al.

Source: Biomimetics (2313-7673); Jul2023, Vol. 8 Issue 3, p278, 70p

Subject Terms: MICROELECTRONICS, NANOPHOTONICS, MACHINE learning, ARTIFICIAL neural networks, CONVOLUTIONAL neural networks

Integrating Feature Selection and Deep Learning: A Hybrid Approach for Smart Agriculture Applications.

Authors: Roman, Ali Rahman, Md Mostafizer Haider, Sajjad Ali et al.

Source: Algorithms; Apr2025, Vol. 18 Issue 4, p222, 26p

Subject Terms: ARTIFICIAL neural networks, CONVOLUTIONAL neural networks, OPTIMIZATION algorithms, FEATURE extraction, CLASSIFICATION algorithms

Optimizing Fuel Economy in Hybrid Electric Vehicles Using the Equivalent Consumption Minimization Strategy Based on the Arithmetic Optimization Algorithm.

Authors: Ghadbane, Houssam Eddine Mohamed, Ahmed F.

Source: Mathematics (2227-7390); May2025, Vol. 13 Issue 9, p1504, 18p

Subject Terms: METAHEURISTIC algorithms, OPTIMIZATION algorithms, AUTOMOBILE emissions, FUEL cell vehicles, HYBRID electric cars, HYBRID electric vehicles

Cervical Cancer Detection Using Deep Neural Network and Hybrid Waterwheel Plant Optimization Algorithm.

Authors: Alzakari, Sarah A. Alhussan, Amel Ali Towfek, S.K. et al.

Source: Bioengineering (Basel); May2025, Vol. 12 Issue 5, p478, 39p

Subject Terms: PARTICLE swarm optimization, ARTIFICIAL neural networks, OPTIMIZATION algorithms, CLASSIFICATION algorithms, CERVICAL cancer, FEATURE selection

Pattern synthesis of linear antenna array using chaos game optimization algorithm.

Authors: Raghuvanshi, Anoop Sharma, Abhinav Awasthi, Abhishek Kumar

Source: COMPEL; 2025, Vol. 44 Issue 6, p900-913, 14p

Subject Terms: LINEAR antenna arrays, METAHEURISTIC algorithms, HEURISTIC algorithms, COMPUTATIONAL electromagnetics, ANTENNA arrays, BEAMFORMING

Investigating Intelligent Forecasting and Optimization in Electrical Power Systems: A Comprehensive Review of Techniques and Applications.

Authors: Sharifhosseini, Seyed Mohammad Niknam, Taher Taabodi, Mohammad Hossein et al.

Source: Energies (19961073); Nov2024, Vol. 17 Issue 21, p5385, 35p

Subject Terms: METAHEURISTIC algorithms, ELECTRIC power, ARTIFICIAL intelligence, CLEAN energy, OPTIMIZATION algorithms

Integrated Modeling of Hybrid Nanofiltration/Reverse Osmosis Desalination Plant Using Deep Learning-Based Crow Search Optimization Algorithm.

Authors: Abba, Sani. I. Usman, Jamilu Abdulazeez, Ismail et al.

Source: Water (20734441); Oct2023, Vol. 15 Issue 19, p3515, 17p

Subject Terms: DEEP learning, OPTIMIZATION algorithms, SALINE water conversion, REVERSE osmosis, SEARCH algorithms, NANOFILTRATION, STANDARD deviations

Nature-Inspired Approach: A Novel Rat Optimization Algorithm for Global Optimization.

Authors: Yan, Pianpian Zhang, Jinzhong Zhang, Tan

Source: Biomimetics (2313-7673); Dec2024, Vol. 9 Issue 12, p732, 31p

Subject Terms: OPTIMIZATION algorithms, BENCHMARK testing (Engineering), GLOBAL optimization, MATHEMATICAL optimization, SWARM intelligence

Swallow Search Algorithm (SWSO): A Swarm Intelligence Optimization Approach Inspired by Swallow Bird Behavior.

Authors: Khoshaba, Farah Sami Kareem, Shahab Wahhab Hawezi, Roojwan Sc

Source: Computers (2073-431X); Sep2025, Vol. 14 Issue 9, p345, 46p

Subject Terms: SWARM intelligence, OPTIMIZATION algorithms, COMPARATIVE studies, ENGINEERING design, MATHEMATICAL optimization, METAHEURISTIC algorithms, MATHEMATICAL models, SWALLOWS (Birds)

A Distributed Energy-Throughput Efficient Cross-Layer Framework Using Hybrid Optimization Algorithm.

Authors: Singh, Pratap Mittal, Nitin Mittal, Vikas et al.

Source: Mathematics (2227-7390); Jan2025, Vol. 13 Issue 2, p224, 21p

Subject Terms: WIRELESS sensor networks, OPTIMIZATION algorithms, NAKED mole rat, UNDERGROUND pipelines, NETWORK performance

Research on Multi-Strategy Fusion of the Chimpanzee Optimization Algorithm and Its Application in Path Planning.

Authors: He, Xing Guo, Chenxv

Source: Applied Sciences (2076-3417); Jan2025, Vol. 15 Issue 2, p608, 24p

Subject Terms: OPTIMIZATION algorithms, POINT set theory, ALGORITHMS, HOMOGENEITY, SPEED

Synthesis of Circular Antenna Arrays for Achieving Lower Side Lobe Level and Higher Directivity Using Hybrid Optimization Algorithm.

Authors: Mittal, Vikas Sharma, Kanta Prasad Thangarasu, Narmadha et al.

Source: Algorithms; Jun2024, Vol. 17 Issue 6, p256, 19p

Subject Terms: OPTIMIZATION algorithms, ANTENNA arrays, NAKED mole rat, TELECOMMUNICATION systems, ANTENNA design, METAMATERIAL antennas

Optimization Algorithms and Their Applications and Prospects in Manufacturing Engineering.

Authors: Song, Juan Wang, Bangfu Hao, Xiaohong

Source: Materials (1996-1944); Aug2024, Vol. 17 Issue 16, p4093, 30p

Subject Terms: OPTIMIZATION algorithms, MANUFACTURING processes, ARTIFICIAL intelligence, TAGUCHI methods, GENETIC engineering

A Solution Method for Non-Linear Underdetermined Equation Systems in Grounding Grid Corrosion Diagnosis Based on an Enhanced Hippopotamus Optimization Algorithm.

Authors: Chen, Jinhe Qi, Jianyu Ao, Yiyang et al.

Source: Biomimetics (2313-7673); Jul2025, Vol. 10 Issue 7, p467, 43p

Subject Terms: NONLINEAR equations, OPTIMIZATION algorithms, ELECTRIC power distribution grids, METAHEURISTIC algorithms, EMPIRICAL research, BIOMIMETICS

Toward Adaptive and Immune-Inspired Viable Supply Chains: A PRISMA Systematic Review of Mathematical Modeling Trends.

Authors: Polo, Andrés Morillo-Torres, Daniel Escobar, John Willmer

Source: Mathematics (2227-7390); Jul2025, Vol. 13 Issue 14, p2225, 44p

Subject Terms: SUPPLY chains, MATHEMATICAL models, LOGISTICS, INDUSTRY 4.0, DISASTER resilience, MATHEMATICAL optimization

Advancements in Optimization: Critical Analysis of Evolutionary, Swarm, and Behavior-Based Algorithms.

Authors: Rashed, Noor A. Ali, Yossra H. Rashid, Tarik A.

Source: Algorithms; Sep2024, Vol. 17 Issue 9, p416, 47p

Subject Terms: METAHEURISTIC algorithms, OPTIMIZATION algorithms, EVOLUTIONARY algorithms, PARTICLE swarm optimization, BIBLIOMETRICS

Cost Optimization in a GI / M /2/ N Queue with Heterogeneous Servers, Working Vacations, and Impatient Customers via the Bat Algorithm.

Authors: Guendouzi, Abdelhak Bouzebda, Salim

Source: Mathematics (2227-7390); Nov2025, Vol. 13 Issue 21, p3559, 34p

Subject Terms: QUEUING theory, OPTIMIZATION algorithms, NUMERICAL analysis, COMPUTER performance, COST functions

Enhancing machine learning models with metaheuristic Optimization techniques for accurate prediction of PSC in FRP-reinforced concrete slabs.

Authors: Urkude, Nandini Hora, M.S. Utkarsh

Source: Mechanics of Advanced Materials & Structures; 2025, Vol. 32 Issue 15, p3591-3607, 17p

Subject Terms: METAHEURISTIC algorithms, FIBER-reinforced concrete, MACHINE learning, BOOSTING algorithms, SHEAR strength, MATHEMATICAL optimization

Nature-Inspired Algorithms from Oceans to Space: A Comprehensive Review of Heuristic and Meta-Heuristic Optimization Algorithms and Their Potential Applications in Drones.

Authors: Darvishpoor, Shahin Darvishpour, Amirsalar Escarcega, Mario et al.

Source: Drones (2504-446X); Jul2023, Vol. 7 Issue 7, p427, 134p