Výsledky vyhledávání - population-based vortex search algorithm

PVS: a new population-based vortex search algorithm with boosted exploration capability using polynomial mutation Autor Sağ, Tahir

“…This paper introduces a novel population-based vortex search algorithm (PVS) to improve the weakness of the global search capability of the original Vortex Search (VS…”
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Innovative Machine Learning Approach for Forecasting Student Performance in Degree Programs: A Case Study Using Naive Bayes Classification Autor Nana Wang

“…It has become one of the prime focus areas in the academic world, starting from schools to higher educational institutions, that deal with student academic…”
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Gasification process modelling and optimization using Gaussian process regression and hybrid population-based algorithms Autor Si, Hongying

“…) modelling with the Population-Based Vortex Search Algorithm (PVSA) and the Dingo Optimization Algorithm (DOA…”
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Applying Support Vector Regression-Based Hybrid Models For Modeling The Gasification Process Autor Baofu Gong

“…) and the Population-based Vortex Search Algorithm (PVSA), to fine-tune SVR for accurately assessing CO and CO_2 values…”
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Forecasting Residential Building Heating Load With An Innovative Gaussian Process Regression Method Autor Xiaoyu Sun

“…) and harnessing the power of two groundbreaking optimization techniques: the Population-based Vortex Search Algorithm (PVS…”
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Predictive Modeling of Student Performance Through Classification with Gaussian Process Models Autor ZHANG, Xiaowei, YUE, Junlin

“… The study utilizes the Gaussian Process Classification (GPC) model in conjunction with two optimization algorithms, the Population-based Vortex Search Algorithm (PVS…”
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Utilizing meta-heuristic algorithms for load-bearing capacity prediction in piles with support vector regression Autor Xu, Mengran, Zhu, Zhihui

“…When designing foundations and using geotechnical engineering, pile bearing capacity (Pu) is essential, indicating the maximum load piles can sustain without…”
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Machine learning-based prediction of compressive strength and slump in high-performance concrete Autor Zhang, Ruikun, Meng, Chenyu

“…The design of a concrete structure heavily depends on one of the most significant performance parameters: concrete strength. Reliable strength prediction can…”
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Having Deep Investigation on Predicting Unconfined Compressive Strength by Decision Tree in Hybrid and Individual Approaches Autor Zhang, Qingqing, Wang, Lei, Gu, Hongmei

“… Furthermore, this paper integrates two meta-heuristic algorithms: the Population…”
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Prediction of pile settlement by using hybrid random forest models Autor Yu, Shengnan

“…Pile settlement, a critical aspect of geotechnical engineering, refers to the vertical movement or deformation of piles, which are structural elements used to…”
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Anticipating Properties of Ultra-High-Performance Concrete through the K-Nearest Neighbor Algorithm Autor Yonghoon Won

“… Two state-of-the-art metaheuristic approaches, namely Giant Trevally Optimizer (GTO) and Population-based Vortex Search Algorithm…”
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Employment of a Radial Basis Function Model for Predicting the Heating Load of Construction Autor Yuxuan Dai

“…Nowadays, the main focus of current research and practice is to prioritize energy-efficient building management. Therefore, this pressing need pushes the…”
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A Tuned Parallel Population-Based Genetic Algorithm for BESS Operation in AC Microgrids: Minimizing Operational Costs, Power Losses, and Carbon Footprint in Grid-Connected and Islanded Topologies Autor Figueroa-Saavedra, Hugo Alessandro, Sanin-Villa, Daniel, Grisales-Noreña, Luis Fernando

“… This study proposes an improved energy management system for AC MGs based on a tuned Parallel Population-Based Genetic Algorithm for the optimal operation of batteries under variable generation and demand…”
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A new metaheuristic for numerical function optimization: Vortex Search algorithm Autor Doan, Berat, Oelmez, Tamer

“… (Simulated Annealing, SA and Pattern Search, PS) and population-based (Particle Swarm Optimization, PSO2011 and Artificial Bee Colony, ABC) algorithms…”
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Predicting High-Performance Concrete Strength with Metaheuristic-Optimized Hybrid Models Autor Dong, Ping, Wang, Xinyi

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Optimal Location and Sizing of DGs in DC Networks Using a Hybrid Methodology Based on the PPBIL Algorithm and the VSA Autor Grisales-Noreña, Luis Fernando, Montoya, Oscar Danilo, Hincapié-Isaza, Ricardo Alberto, Granada Echeverri, Mauricio, Perea-Moreno, Alberto-Jesus

“…) optimization method in the master stage to solve the location problem and the Vortex Search Algorithm (VSA…”
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Hybrid Machine Learning Models for Optimized Potato Price Prediction Autor Liping Liu

“…), optimized through two metaheuristic algorithms: the Stochastic Paint Optimizer (SPO) and the Population-based Vortex Search Algorithm (PVSA…”
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Electric fish optimization: a new heuristic algorithm inspired by electrolocation Autor Yilmaz, Selim, Sen, Sevil

“…Swarm behaviors in nature have inspired the emergence of many heuristic optimization algorithms…”
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A hierarchical feature selection strategy for deepfake video detection Autor Mohiuddin, Sk, Sheikh, Khalid Hassan, Malakar, Samir, Velásquez, Juan D., Sarkar, Ram

“…Digital face manipulation has become a concern in the last few years due to its harmful impacts on society. It is especially concerning for high-profile…”
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A cost-effective integration and operation methodology for battery energy storage systems in active distribution networks via a master–slave optimization strategy Autor Cortés-Caicedo, Brandon, Montoya, Oscar Danilo, Grisales-Noreña, Luis Fernando, Gaona-García, Elvis Eduardo, Ardila-Rey, Jorge

“…) with the vortex search algorithm (for determining the hourly operation scheme). This method accounts for the variability of distributed generation (DG…”
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