Výsledky vyhledávání - "binary dragonfly algorithm"

Binary dragonfly optimization for feature selection using time-varying transfer functions Autor Mafarja, Majdi, Aljarah, Ibrahim, Heidari, Ali Asghar, Faris, Hossam, Fournier-Viger, Philippe, Li, Xiaodong, Mirjalili, Seyedali

“…•Novel feature selection approaches based on Binary Dragonfly Algorithm (BDA) are proposed.•Eight time varying S-shaped and V-shaped transfer functions are…”
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An improved Dragonfly Algorithm for feature selection Autor Hammouri, Abdelaziz I., Mafarja, Majdi, Al-Betar, Mohammed Azmi, Awadallah, Mohammed A., Abu-Doush, Iyad

“…Dragonfly Algorithm (DA) is a recent swarm-based optimization method that imitates the hunting and migration mechanisms of idealized dragonflies. Recently, a…”
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A Hyper Learning Binary Dragonfly Algorithm for Feature Selection: A COVID-19 Case Study Autor Too, Jingwei, Mirjalili, Seyedali

“…The rapid expansion of information science has caused the issue of “the curse of dimensionality”, which will negatively affect the performance of the machine…”
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An enhanced binary dragonfly algorithm based on a V-shaped transfer function for optimization of pump scheduling program in water supply systems (case study of Iran) Autor Jafari-Asl, Jafar, Azizyan, Gholamreza, Monfared, Seyed Arman Hashemi, Rashki, Mohsen, Andrade-Campos, Antonio G.

“…•A binary dragonfly algorithm (BDA) with a new transfer function is proposed.•The proposed BDA is applied to minimize the energy consumption of pumping…”
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Gene selection using hybrid dragonfly black hole algorithm: A case study on RNA-seq COVID-19 data Autor Pashaei, Elnaz, Pashaei, Elham

“…This paper introduces a new hybrid approach (DBH) for solving gene selection problem that incorporates the strengths of two existing metaheuristics: binary…”
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Price-based demand response with renewable energy sources and peer-to-peer trading for residential microgrid with electric vehicle uncertainty Autor Kanakadhurga, Dharmaraj, Prabaharan, Natarajan

“…This article deals with the impact of demand response (DR) with peer-to-peer (P2P) energy trading for a residential smart home consisting of smart appliances,…”
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Flexible optimization of variables based on exponential and linear attenuation elimination-binary dragonfly algorithm in near infrared spectroscopic analysis Autor Wang, Honghong, Zhang, Mingjin, Xiong, Zhixin, Yang, Wuye, Wu, Ting, Du, Yiping

“…•Proposing a flexible optimization of variables based on exponential and linear attenuation elimination-binary dragonfly algorithm.•The exponential and linear…”
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Driving behavior oriented torque demand regulation for electric vehicles with single pedal driving Autor Zhang, Yuanjian, Huang, Yanjun, Chen, Haibo, Na, Xiaoxiang, Chen, Zheng, Liu, Yonggang

“…Driving behaviors, induced by psychological activities and environment stimulation, impose the dominant impact on vehicle driving performance. To exhaustively…”
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A novel hybrid BPSO–SCA approach for feature selection Autor Kumar, Lalit, Bharti, Kusum Kumari

“…Nature is a great source of inspiration for solving complex problems in real-world. In this paper, a hybrid nature-inspired algorithm is proposed for feature…”
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Deep Convolutional Neural Networks for Accurate Classification of Gastrointestinal Tract Syndromes Autor Khan, Zahid Farooq, Ramzan, Muhammad, Raza, Mudassar, Khan, Muhammad Attique, Iqbal, Khalid, Kim, Taerang, Cha, Jae-Hyuk

“…Accurate detection and classification of artifacts within the gastrointestinal (GI) tract frames remain a significant challenge in medical image processing…”
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Steiner Tree-Based Design of Communication Infrastructure With Co-Optimizing the PMU Placement for Economical Design of WAMS Autor Patel, Chintan D., Tailor, Tarun Kumar, Shukla, Sunil Kumar, Shah, Samyak, Jani, Swapnil N.

“…In the smart grid, the monitoring and estimation of the power grid states are essential factors for real-time operation and control. In this regard, a wide…”
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A Hybrid Binary Dragonfly Algorithm with an Adaptive Directed Differential Operator for Feature Selection Autor Chen, Yilin, Gao, Bo, Lu, Tao, Li, Hui, Wu, Yiqi, Zhang, Dejun, Liao, Xiangyun

“…Feature selection is a typical multiobjective problem including two conflicting objectives. In classification, feature selection aims to improve or maintain…”
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HBDFA: An intelligent nature-inspired computing with high-dimensional data analytics Autor Dinç, Barış, Kaya, Yasin

“…The rapid development of data science has led to the emergence of high-dimensional datasets in machine learning. The curse of dimensionality is a significant…”
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Wavelength Selection for NIR Spectroscopy Based on the Binary Dragonfly Algorithm Autor Chen, Yuanyuan, Wang, Zhibin

“…Wavelength selection is an important preprocessing issue in near-infrared (NIR) spectroscopy analysis and modeling. Swarm optimization algorithms (such as…”
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Modified Dragonfly Algorithm for Optimal Virtual Machine Placement in Cloud Computing Autor Tripathi, Atul, Pathak, Isha, Vidyarthi, Deo Prakash

“…The ease and affordability offered by the cloud computing has attracted large number of customers towards it. Cloud service providers offer its services, to…”
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An Intrusion Detection Model for Internet of Medical Things Using BDA-DAN2 Model Autor Alhazmi, Raid Mohsen

“…The Internet of Medical Things (IoMT) is a subset of the Internet of Things (IoT) where medical devices communicate with one another to share sensitive data…”
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An approach for economic design of wide area monitoring system by co‐optimizing phasor measurement unit placement and associated communication infrastructure Autor Patel, Chintan D., Tailor, Tarun K., Shah, Samyak S., Shrivastava, Shivam H.

“…Summary Wide area monitoring system has been implemented in power systems to improve control and protection aspects by carrying out the continuous synchronous…”
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A Novel Deep Learning-Based Approach for Palmprint Recognition and Feature Extraction Using BiConvLSTM and Improved Binary Dragonfly Algorithm Autor Nalamothu, Aravind, Rayachoti, Eswaraiah

“…Recognition of palm prints has been widely used in security and authentication. Several palmprint recognition techniques have shown promising effectiveness in…”
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An Optimally Selective Ensemble Classifier Based on Multimodal Perturbation and Its Application Autor Wu, Qiannan, Sun, Yifei, Lv, Lihua, Yan, Xuefeng

“…The selective ensemble aims to search the optimal subset balanced accuracy and diversity from the original base classifier set to construct an ensemble…”
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Solving Graph Coloring Problem Using an Enhanced Binary Dragonfly Algorithm Autor Baiche, Karim, Meraihi, Yassine, Hina, Manolo Dulva, Ramdane-Cherif, Amar, Mahseur, Mohammed

“…The graph coloring problem (GCP) is one of the most interesting classical combinatorial optimization problems in graph theory. It is known to be an NP-Hard…”
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