Search Results - "Metaheuristics algorithms"

An evaluation of nature-inspired meta-heuristic algorithms for hyperparameter optimization in reinforcement learning by Lubis, Andre Hasudungan, Sihombing, Poltak, Nababan, Erna Budhiarti, Rahmat, Romi Fadillah

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Metaheuristic Algorithms for 6G wireless communications: Recent advances and applications by Abasi, Ammar Kamal, Aloqaily, Moayad, Guizani, Mohsen, Ouni, Bassem

“…The widespread distribution of intelligent applications and devices, coupled with the vast array of mobile data, technologies, and architectures within Sixth…”
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Cooling Load Prediction in Residential Buildings: Machine Learning Approaches and Comparative Analysis by Mahmoudreza Entezami, Sepehr Goodarzi

“…Accurate estimation of Cooling Loads (CLs) in Residential Buildings (RBs) is crucial for ensuring energy-efficient HVAC system design and maintaining indoor…”
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Artificial Intelligence Applications and Self-Learning 6G Networks for Smart Cities Digital Ecosystems: Taxonomy, Challenges, and Future Directions by Ismail, Leila, Buyya, Rajkumar

“…The recent upsurge of smart cities’ applications and their building blocks in terms of the Internet of Things (IoT), Artificial Intelligence (AI), federated…”
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Accurate parameters extraction of PEMFC model based on metaheuristics algorithms by Diab, Ahmed A. Zaki, Ali, Hamdi, Abdul-Ghaffar, H.I., Abdelsalam, Hany A., Sattar, Montaser Abd El

“…The electro-chemical proton exchange membrane fuel cell (PEMFC) is an inventing electrical generator from chemical reaction process as a green energy source…”
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Generalized bin packing and related problems: A systematic literature review by Mantzou, Thomas, Dimitriadis, Sotirios

“…Purpose: This systematic review aims to critically evaluate the literature on the Generalized Bin Packing Problem (GBPP) and related problems, with an emphasis…”
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Intrusion detection in metaverse environment internet of things systems by metaheuristics tuned two level framework by Antonijevic, Milos, Zivkovic, Miodrag, Djuric Jovicic, Milica, Nikolic, Bosko, Perisic, Jasmina, Milovanovic, Marina, Jovanovic, Luka, Abdel-Salam, Mahmoud, Bacanin, Nebojsa

“…Internet of Things (IoT) is one of the most important emerging technologies that supports Metaverse integrating process, by enabling smooth data transfer among…”
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A hybrid metaheuristic algorithm for identification of continuous-time Hammerstein systems by Jui, Julakha Jahan, Ahmad, Mohd Ashraf

“…This paper presents a new hybrid identification algorithm called the Average Multi-Verse Optimizer and Sine Cosine Algorithm for identifying the…”
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An efficient symbiotic organisms search algorithm with chaotic optimization strategy for multi-objective task scheduling problems in cloud computing environment by Abdullahi, Mohammed, Ngadi, Md Asri, Dishing, Salihu Idi, Abdulhamid, Shafi'i Muhammad, Ahmad, Barroon Isma'eel

“…In Cloud Computing model, users are charged according to the usage of resources and desired Quality of Service (QoS). Multi-objective task scheduling problem…”
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Improving human brucellosis susceptibility mapping using effective and simultaneously metaheuristic-based feature selection and hyperparameter tuning by Zandi, Iman, Jafari, Ali, Alesheikh, Ali Asghar

“…Human Brucellosis, a neglected zoonotic disease, affects 1.6 to 2.1 million people globally each year. In Iran, it has become a significant health concern,…”
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A modified Henry gas solubility optimization for solving motif discovery problem by Hashim, Fatma A., Houssein, Essam H., Hussain, Kashif, Mabrouk, Mai S., Al-Atabany, Walid

“…The DNA motif discovery (MD) problem is the main challenge of genome biology, and its importance is directly proportional to increasing sequencing…”
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Cost optimization of a wind-solar-diesel system with battery storage by Saheb-Koussa, Djohra, Aries, Nawel

“…This work presents the optimization of a wind-solar-diesel system with battery storage for a continuous and reliable production of electrical energy. In this…”
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Optimal morphologies generation for an expandable robot using divide and conquer approach by Kalimuthu, Manivannan, Hayat, Abdullah Aamir, Pathmakumar, Thejus, Veerajagadheswar, Prabakran, Han, Looi Chi, Elara, Mohan Rajesh, Wood, Kristin L.

“…Reconfigurable robots have gained significant interest in the cleaning and maintenance domain due to their shape-changing capability. However, continuous…”
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A comprehensive review of microgrid control methods: Focus on AI, optimization, and predictive techniques by Limouni, Tariq, Yaagoubi, Reda, Bouziane, Khalid, Guissi, Khalid, Baali, El Houssain

“…•A review of recent control techniques, with a focus on AI, optimization, and predictive methods, is presented.•Control techniques are reviewed based on the…”
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Identification of continuous-time Hammerstein model using improved Archimedes optimization algorithm by Islam, Muhammad Shafiqul, Ahmad, Mohd Ashraf, Wen, Cho Bo

“…•An improved Archimedes optimization algorithm (IAOA) is proposed.•IAOA excels in handling imbalanced exploration and exploitation, and local optima…”
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Parameter identification of thermoelectric modules using enhanced slime mould algorithm (ESMA) by Ponnalagu, Dharswini, Ahmad, Mohd Ashraf, Jui, Julakha Jahan

“…This paper sets pioneering research which investigates the parametric identification of thermoelectric modules (TEMs) through the employment of enhanced slime…”
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Optimum Design of truss structures considering nonlinear analysis and dynamic loading using metaheuristic algorithms by Domingues, Bárbara Scardini, Rodrigues, Marcos Antônio Campos, Alves, Élcio Cassimiro

“…Abstract The structural optimization of trusses is a complex problem that can be affected by many different factors. In this research, the authors investigated…”
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Non-Linear Regression Models with Vibration Amplitude Optimization Algorithms in a Microturbine by Rodríguez-Abreo, Omar, Rodríguez-Reséndiz, Juvenal, Montoya-Santiyanes, L. A., Álvarez-Alvarado, José Manuel

“…Machinery condition monitoring and failure analysis is an engineering problem to pay attention to among all those being studied. Excessive vibration in a…”
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Pre-uniform measures in the artificial intelligence era by Dong, Yixiao

“…Psychological measures allow researchers and psychological professionals to capture and quantify the latent attributes of human beings. Artificial intelligence…”
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Accelerated computational design of BCC refractory high entropy alloys using metaheuristics, CALPHAD, and artificial neural networks by Román-Sedano, A. Monzamodeth, Aranda, V., Hernández-Mecinas, E., Espinosa-Rangel, S., Villalobos, J., Figueroa, I.A., González, G.

“…Refractory high-entropy alloys are a novel class of materials for diverse fields. Their design has been enhanced by several empirical models, thermodynamic…”
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