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- research-articleNovember 2024
Few shot intelligent assessment method for compaction quality of earthwork considering uncertainty
Expert Systems with Applications: An International Journal (EXWA), Volume 256, Issue Chttps://doi.org/10.1016/j.eswa.2024.125000AbstractCurrent practices lack reliable models for continuously assessing compaction quality from limited data, which hinders effective compaction quality control and the acceptance of earthwork. Using material source parameters as inputs for assessment ...
- research-articleOctober 2024
A Q-learning driven competitive surrogate assisted evolutionary optimizer with multiple oriented mutation operators for expensive problems
Information Sciences: an International Journal (ISCI), Volume 682, Issue Chttps://doi.org/10.1016/j.ins.2024.121224AbstractSurrogate-assisted evolutionary algorithms (SAEAs) prevail in the solution of computationally expensive optimization problems. However, with the growth of problem scale and complexity, the high-dimensional problem space greatly restricts their ...
- research-articleOctober 2024
Innovative approaches to solar energy forecasting: unveiling the power of hybrid models and machine learning algorithms for photovoltaic power optimization
AbstractAs the world endeavors to shift toward sustainable energy solutions, the pivotal role of solar energy, specifically photovoltaics, becomes increasingly evident. This study investigates the critical task of accurately predicting photovoltaics power ...
- research-articleOctober 2024
Optimization of mixture ratios of raw materials in thermoplastic hybrid composites based on particle swarm optimization algorithm
AbstractIn recent years, the high cost of searching and processing raw materials and the fact that raw material resources have come to the point of depletion force industry and science to seek different solutions. In addition, due to the necessity of ...
- research-articleNovember 2024
Interference management and power scheduling in femtocell networks with the optimized power scheduling BiLSTM
- Dr. Shailaja Sanjay Mohite,
- Dr. Uttam D Kolekar,
- Mr. Juber Shaphi Mulla,
- Ms. Santoshi Bhakte,
- Prof. Priya Shinde,
- Patil Jaydip
Computers and Electrical Engineering (CENG), Volume 119, Issue PAhttps://doi.org/10.1016/j.compeleceng.2024.109487AbstractWith the proliferation of femtocell networks, seamless hand-off, and efficient power management are crucial for ensuring undisturbed connectivity and the optimal utilization of resources. Certain limitations of the existing methods include ...
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- research-articleNovember 2024
Inverse distance weight-assisted particle swarm optimized indoor localization
- Jingxue Bi,
- Jianhui Wang,
- Hongji Cao,
- Guobiao Yao,
- Yunjia Wang,
- Zengke Li,
- Meng Sun,
- Hongchao Yang,
- Jie Zhen,
- Guoqiang Zheng
AbstractIndoor localization using wireless fidelity (WiFi) fingerprint has attracted considerable attention due to its extensive deployment and low cost. Most indoor fingerprint localization methods could be computationally inefficient and behave with ...
Highlights- A particle swarm optimized indoor positioning in the online stage is proposed.
- The fitness function is the sum of standard deviations between two fingerprints.
- The testing fingerprint compares with generated one by IDW, not the ...
- research-articleNovember 2024
Integrated food delivery problem considering both single-order and multiple order deliveries
Computers and Industrial Engineering (CINE), Volume 196, Issue Chttps://doi.org/10.1016/j.cie.2024.110458Highlights- Integrated food delivery problem considering both single and multiple deliveries is considered.
- A novel mixed integer linear programming model is developed.
- Suitable metaheuristic algorithms are proposed and performances are ...
The global food delivery market is rapidly growing, and leading companies in Korea have recently introduced a single-order delivery service, wherein a courier picks up customers’ food and delivers it immediately without visiting other places. ...
- articleSeptember 2024
Optimizing Interactive Online Education Through Advanced Multimodal Emotion Recognition Techniques
Journal of Organizational and End User Computing (JOEUC-IGI), Volume 36, Issue 1Pages 1–23https://doi.org/10.4018/JOEUC.355765Driven by the global pandemic, the demand for online education has significantly increased, making it crucial to enhance the interactive experience of online teaching to improve student learning outcomes and engagement. In this context, we have designed ...
- research-articleDecember 2024
Research on New Energy Consumption Prediction and Access Planning Based on Particle Swarm Optimization and Mixed-integer Linear Programming
ICCSIE '24: Proceedings of the 2024 9th International Conference on Cyber Security and Information EngineeringPages 672–676https://doi.org/10.1145/3689236.3689873With the rapid development of machine learning, it has been applied to solve various problems in social life because of its unique advantages. To address the current new energy consumption prediction and access planning methods of peak shifting capacity ...
- research-articleSeptember 2024
Sensor node localization using nature-inspired algorithms with fuzzy logic in WSNs
The Journal of Supercomputing (JSCO), Volume 80, Issue 19Pages 26776–26804https://doi.org/10.1007/s11227-024-06464-4AbstractThe node localization problem of wireless sensor networks (WSNs) is addressed in this article with a node localization algorithm designed using fuzzy logic and a nature-inspired algorithm. The coordinates of target nodes are obtained using fuzzy ...
- research-articleAugust 2024
Diabetes Estimation Through Data Mining Using Optimization, Clustering, and Secure Cloud Storage Strategies
- Shyam S. Gupta,
- Tushar Kumar Pandey,
- Vadali Pitchi Raju,
- Rajeev Shrivastava,
- Rajeev Pandey,
- Ankita Nigam,
- Vandana Roy
AbstractAsian Indians face a unique risk for type 2 diabetes, with earlier onset and diagnosis at lower BMIs than other populations. Their susceptibility to diabetes-related health risks is higher compared to white populations. India struggles with low ...
- research-articleAugust 2024
Privacy Prevention and Nodes Optimization, Detection of IoUT Based on Artificial Intelligence
Wireless Personal Communications: An International Journal (WPCO), Volume 138, Issue 1Pages 67–97https://doi.org/10.1007/s11277-024-11381-zAbstractWater covers about 71% of the Earth’s surface, which is crucial for transportation, climate regulation, and the production of pharmaceuticals. The Internet of Underwater Things (IoUT) can detect valuable items such as minerals, metals, corals, and ...
- research-articleAugust 2024
Design and evaluation of exoskeleton device for rehabilitation of index finger using nature-inspired algorithms
Applied Intelligence (KLU-APIN), Volume 54, Issue 20Pages 10206–10223https://doi.org/10.1007/s10489-024-05725-2AbstractThis work proposes a novel robotic exoskeleton for rehabilitation of the index finger. Though all motions of index finger are essential, the major range of motion is covered by flexion/extension motion. Hence, a Stephenson III six-bar mechanism ...
- research-articleAugust 2024
Solving dynamic optimization problems using parent–child multi-swarm clustered memory (PCSCM) algorithm
Neural Computing and Applications (NCAA), Volume 36, Issue 31Pages 19549–19583https://doi.org/10.1007/s00521-024-10205-2AbstractThe Particle Swarm Optimization (PSO) algorithm faces several inherent challenges when applied to dynamic and large-scale optimization problems. These challenges encompass the issues of outdated particle memory, inadequate scalability in high-...
- research-articleJuly 2024
A lightweight optimized intrusion detection system using machine learning for edge-based IIoT security
Telecommunications Systems (TESY), Volume 87, Issue 3Pages 605–624https://doi.org/10.1007/s11235-024-01200-yAbstractThe Industrial Internet of Things (IIoT) attributes to intelligent sensors and actuators for better manufacturing and industrial operations. At the same time, IIoT devices must be secured from the potentially catastrophic effects of eventual ...
- research-articleJuly 2024
A new grey adaptive integrated model for forecasting renewable electricity production
Expert Systems with Applications: An International Journal (EXWA), Volume 251, Issue Chttps://doi.org/10.1016/j.eswa.2024.123978Highlights- Successfully designed and prepared a heterojunction VBiTNA.
- VBiTNA exhibits excellent photocatalytic degradation of NOR.
- Revealing the synergistic effect of oxygen vacancies and interfacial electric fields in VBiTNA.
Fossil fuel consumption is a major source of greenhouse gas emissions. The Russia–Ukraine conflict has led to energy price volatility. Therefore, affordable energy poses a significant threat. The development of renewable energy to meet ...
- research-articleJuly 2024
Migration of containers on the basis of load prediction with dynamic inertia weight based PSO algorithm
Cluster Computing (KLU-CLUS), Volume 27, Issue 10Pages 14585–14609https://doi.org/10.1007/s10586-024-04676-0AbstractDue to the necessity of virtualization in a fog environment with limited resources, service providers are challenged to reduce the energy consumption of hosts. The consolidation of virtual machines (VMs) has led to a significant amount of research ...
- research-articleJuly 2024
Detecting diabetes in an ensemble model using a unique PSO-GWO hybrid approach to hyperparameter optimization
Neural Computing and Applications (NCAA), Volume 36, Issue 29Pages 18313–18341https://doi.org/10.1007/s00521-024-10160-yAbstractDiabetes is a chronic medical condition that disrupts the body's normal blood sugar levels. It is essential to detect this disease at an early stage in order to prevent organ and tissue injury. This study focuses on diagnosing diabetes by ...
- review-articleJuly 2024
A review of expert hybrid and co-estimation techniques for SOH and RUL estimation in battery management system with electric vehicle application
- Turki Alsuwian,
- Shaheer Ansari,
- Muhammad Ammirrul Atiqi Mohd Zainuri,
- Afida Ayob,
- Aini Hussain,
- M.S. Hossain Lipu,
- Adam R.H. Alhawari,
- A.H.M. Almawgani,
- Saleh Almasabi,
- Ayman Taher Hindi
Expert Systems with Applications: An International Journal (EXWA), Volume 246, Issue Chttps://doi.org/10.1016/j.eswa.2023.123123AbstractTo improve the functionality and efficiency of electric vehicles (EVs), the smart battery management system (BMS) is essential. The accurate estimation of the state of health (SOH) and remaining useful life (RUL) in BMS enhance battery safety, ...