Suchergebnisse - "Genetic algorithm"

A k-NN method for lung cancer prognosis with the use of a genetic algorithm for feature selection von Maleki, Negar, Zeinali, Yasser, Niaki, Seyed Taghi Akhavan

“… •A KNN algorithm is employed for diagnosing the stage of lung cancer disease.•A genetic algorithm is hybridized for an efficient feature selection.•The best …”
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Beyond predefined ligand libraries: a genetic algorithm approach for de novo discovery of catalysts for the Suzuki coupling reactions von Seumer, Julius, Jensen, Jan H.

“… This study introduces a novel approach for the de novo design of transition metal catalysts, leveraging the power of genetic algorithms and density functional …”
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A novel genetic algorithm based system for the scheduling of medical treatments von Squires, Matthew, Tao, Xiaohui, Elangovan, Soman, Gururajan, Raj, Zhou, Xujuan, Acharya, Udyavara Rajendra

“… The manual scheduling of medical treatment in a health centre is a complex, time consuming, and error prone task. Furthermore, there is no guarantee a manually …”
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A self-learning genetic algorithm based on reinforcement learning for flexible job-shop scheduling problem von Chen, Ronghua, Yang, Bo, Li, Shi, Wang, Shilong

“… •A self-learning GA (SLGA) which combines both SARSA and Q-learning with GA is first proposed to solve FJSP.•The combined model of SLGA is constructed …”
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A genetic algorithm tool for conceptual structural design with cost and embodied carbon optimization von Kanyilmaz, Alper, Tichell, Patricia Raquel Navarro, Loiacono, Daniele

“… The conceptual design decisions have the largest influence on a building project’s safety, value, and environmental impact; hence they are commonly assigned to …”
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MultiPath Island-Based Genetic Algorithm for the K-Most Diverse Near-Shortest Paths von Sharma, Harish, Galván, Edgar, Mooney, Peter

“… Modern routing applications, such as those used for vehicle navigation and emergency response routing, often require access to multiple optimal paths/routes …”
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GAMMA: Automating the HW Mapping of DNN Models on Accelerators via Genetic Algorithm von Kao, Sheng-Chun, Krishna, Tushar

“… DNN layers are multi-dimensional loops that can be ordered, tiled, and scheduled in myriad ways across space and time on DNN accelerators. Each of these …”
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Computational Evolution Of New Catalysts For The Morita–Baylis–Hillman Reaction von Seumer, Julius, Kirschner Solberg Hansen, Jonathan, Brøndsted Nielsen, Mogens, Jensen, Jan H.

“… We present a de novo discovery of an efficient catalyst of the Morita–Baylis–Hillman (MBH) reaction by searching chemical space for molecules that lower the …”
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Autonomous Pilot of Unmanned Surface Vehicles: Bridging Path Planning and Tracking von Wang, Ning, Zhang, Yuhang, Ahn, Choon Ki, Xu, Qingyang

“… Autonomous pilot is crucial in integrally promoting the autonomy of an unmanned surface vehicle (USV). However, the integration mechanism of decision and …”
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A Multicriteria Optimization for Flight Route Networks in Large-Scale Airlines Using Intelligent Spatial Information von Borhani, Mostafa, Akbari, Kamal, Matkan, Aliakbar, Tanasan, Mohammad

“… Air route network optimization, one of the airspace planning challenges, effectively manages airspace resources toward increasing airspace capacity and …”
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Short-term PV power forecasting using hybrid GASVM technique von VanDeventer, William, Jamei, Elmira, Thirunavukkarasu, Gokul Sidarth, Seyedmahmoudian, Mehdi, Soon, Tey Kok, Horan, Ben, Mekhilef, Saad, Stojcevski, Alex

“… The static, clean and movement free characteristics of solar energy along with its contribution towards global warming mitigation, enhanced stability and …”
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An improved genetic algorithm with co-evolutionary strategy for global path planning of multiple mobile robots von Qu, Hong, Xing, Ke, Alexander, Takacs

“… This paper presents a Co-evolutionary Improved Genetic Algorithm (CIGA) for global path planning of multiple mobile robots, which employs a co-evolution …”
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Joint Power and 3D Trajectory Optimization for UAV-enabled Wireless Powered Communication Networks with Obstacles von Pan, Hongyang, Liu, Yanheng, Sun, Geng, Fan, Junsong, Liang, Shuang, Yuen, Chau

“… Unmanned aerial vehicle (UAV)-enabled wireless powered communication networks (WPCNs) are promising technologies in 5G/6G wireless communications, while there …”
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On the Design of Federated Learning in Latency and Energy Constrained Computation Offloading Operations in Vehicular Edge Computing Systems von Shinde, Swapnil, Bozorgchenani, Arash, Tarchi, Daniele, Ni, Qiang

“… With the advent of smart vehicles, several new latency-critical and data-intensive applications are emerged in Vehicular Networks (VNs). Computation offloading …”
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Parameter Estimation of DAB Converter Using Intelligent Algorithms and Steady-State Modeling Considering Nonidealities von Shang, Qianyi, Xiao, Fei, Fan, Yaxiang, Wang, Ruitian, Qin, Haochen, Song, Tiewei

“… Parameter estimation of dual active bridge (DAB) converters is a powerful tool in the applications of fault location, modulation strategy optimization, and …”
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On hyperparameter optimization of machine learning algorithms: Theory and practice von Yang, Li, Shami, Abdallah

“… Machine learning algorithms have been used widely in various applications and areas. To fit a machine learning model into different problems, its …”
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Modified genetic algorithm and fine-tuned long short-term memory network for intrusion detection in the internet of things networks with edge capabilities von Saheed, Yakub Kayode, Abdulganiyu, Oluwadamilare Harazeem, Tchakoucht, Taha Ait

“… The emergence of smart cities is an example of how new technologies, such as the Internet of Things (IoT), have facilitated the creation of extensive …”
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Global optimization-based calibration algorithm for a 2D distributed hydrologic-hydrodynamic and water quality model von Gomes, Marcus Nóbrega, Giacomoni, Marcio Hofheinz, Navarro, Fabricio Alonso Richmond, Mendiondo, Eduardo Mario

“… Hydrodynamic models with rain-on-the-grid capabilities are usually computationally expensive for automatic parameter estimation. In this paper, we present a …”
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Network Anomaly Detection System using Genetic Algorithm and Fuzzy Logic von Hamamoto, Anderson Hiroshi, Carvalho, Luiz Fernando, Sampaio, Lucas Dias Hiera, Abrão, Taufik, Proença, Mario Lemes

“… •Multiple attributes from IP flows are combined to detect anomalous events.•GA metaheuristic used for Digital Signature of Network Segment using Flow …”
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Distributed Stochastic Algorithm Based on Enhanced Genetic Algorithm for Path Planning of Multi-UAV Cooperative Area Search von Zheng, Jibin, Ding, Minghui, Sun, Lu, Liu, Hongwei

“… Multiple unmanned aerial vehicle (Multi-UAV) cooperative area search is an important and effective means of intelligence acquisition and disaster rescue …”
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