An Improved Chaos Genetic Algorithm for T-Shaped MIMO Radar Antenna Array Optimization by Xin Fu, Xianzhong Chen, Qingwen Hou, Zhengpeng Wang, Yixin Yin

“…Improved chaotic genetic algorithm optimization model is established. The algorithm presented in this paper not only improved the search precision, but also avoids effectively the problem of local convergence and prematurity. …”
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Hyperparameter Optimization of the Perceptron Algorithm for Determining the Feasibility of Research Proposals and Community Service by Lisnawita Lisnawita, Guntoro Guntoro, Loneli Costaner

“…This research aims to optimise the Perceptron algorithm to assess proposal eligibility using Turnitin plagiarism scores and reviewer scores. …”
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Algorithms, principles and optimal timing of the introduction of adapted and specialized formulas for feeding infants by Yu. A. Kopanev, A. L. Sokolov

“…In this article, we propose an algorithm that will allow the practicing physician to freely navigate in all the variety of artificial mixtures not only at the moment, but also in the future, when new products appear on the market. …”
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The optimal dispatching strategy of cogeneration based on Deep Q-Network (DQN) algorithm by Zhang Pei, Fu Yan, Yao Fu

“…This research offers a road towards sustainable and effective energy use and contributes to the development of cogeneration technology. It also has potential applications in natural energy systems.…”
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Optimizing music course scheduling with real number encoding and chaos genetic algorithm by Shu Li

“…Traditional scheduling systems usually use simple algorithms or manual intervention, resulting in low efficiency and uneven resource allocation. …”
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An Improved Genetic Algorithm for Solving the Semi-Soft Clustered Vehicle Routing Problem by Yihao Miao, Xiaoguang Bao

“…Computational experiments demonstrate that the proposed algorithm produces high-quality solutions and exhibits excellent performance. …”
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The uneven deployment of algorithms as tools in government: evidence from the use of an expert system by Andrew B. Whitford, Anna M. Whitford

“…Within this context, we also present evidence that general knowledge of the use of expert systems has supported the use of this specific expert system in many agencies. …”
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An Improved Taguchi Algorithm Based on Fitting and Prediction for Linear Antenna Array Synthesis by Xiaomin Xu, Cheng Liao, Youfeng Cheng, Fan Peng

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Machine learning for Parkinson’s disease: a comprehensive review of datasets, algorithms, and challenges by Sahar Shokrpour, AmirMehdi MoghadamFarid, Sepideh Bazzaz Abkenar, Mostafa Haghi Kashani, Mohammad Akbari, Mostafa Sarvizadeh

“…We also discuss challenges, future directions, and outstanding issues.…”
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Strong and Weak Convergence Criteria of Composite Iterative Algorithms for Systems of Generalized Equilibria by Lu-Chuan Ceng, Cheng-Wen Liao, Chin-Tzong Pang, Ching-Feng Wen, Zhao-Rong Kong

“…We prove a strong convergence theorem for the iterative algorithm under suitable conditions. On the other hand, we also propose another iterative algorithm involving no shrinking projection method and derive its weak convergence under mild assumptions. …”
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Research on Dynamic Task Allocation Algorithm to Improve User Participation in the Witkey Mode by Yujie Wan, Minglan Fu, Lvqiang Chen, Debao Chen, Jiekun Li, Wei Zhou, Mengxue Liu

“…The finally simulation results verified the effectiveness of the proposed algorithm, and the impact of incentive measures on the total revenue of the system was also examined.…”
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Proposed Approach to Increase the Reliability of Wireless Sensor Networks through Dijkstra’s Algorithm by Jasim Abd Hashim Yaqin, Talib Hasson Saad

“…Key nodes are selected based on energy levels and proximity to key locations to facilitate data collection and transmission to the main hub, reducing the workload on other sensors and conserving energy. The algorithm also identifies alternative routes if multiple sensors share the same shortest path, reducing congestion, data loss, and interference. …”
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Determined the Edges Using the ant Colony Algorithm and Apply them to Medical Images by Maha Rahman Hasso, Aseel Ali

“…A comparative study is also given illustrating the superiority of the proposed algorithm.…”
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THE MODIFICATION OF THE RRT ALGORITHM FOR THE OPTIMAL TRAJECTORY DETERMINING OF THE MOTION VEHICLE WITH THE OBSTACLES AVOIDANCE by I. Z. Akhmetzyanov, M. A. Ionov, V. S. Karabcev

“…The orientation to the finish point allows to check the possibility of the direct connection to the last point which could be found by the RRT algorithm. The orientation also  reduces the trajectory searching, because the basic RRT algorithm searches  the point until a randomly generated point appears in the vicinity of the  finish line. …”
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Deep Belief Network-Based Multifeature Fusion Music Classification Algorithm and Simulation by Tianzhuo Gong

“…The experiments compare the multilevel classifier with primary classification, and the multilevel classification with the primary classification and the classification performance is improved, and the recognition rate of the multilevel classification algorithm is also improved over the multilevel classification algorithm, proving that the excellent performance with multiple levels of classification.…”
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A Novel Hierarchical Algorithm for Bearing Fault Diagnosis Based on Stacked LSTM by Lu Yu, Jianling Qu, Feng Gao, Yanping Tian

“…Aiming to overcome shortcomings of shallow structures, a novel hierarchical algorithm based on stacked LSTM (long short-term memory) is proposed in this text. …”
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NSLS: A Neighbor Similarity and Label Selection-Based Algorithm for Community Detection by Shihu Liu, Hui Chen, Shuang Li, Xiyang Yang

“…Recently, many similarity-based community detection algorithms have been widely applied to the analysis of complex networks. …”
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Design of the Engine Timing Silent Chain System Based on the Pitch-variation Algorithm by Wang Yujin, An Lichi, Wang Jiawei

“…Based on a timing silent chain system in two-axle type engines, the mathematical model of the correct ideal chain path was established, and an algorithm for automatically computing the radius of the loose side or tension side chain and its corresponding wrap angle was presented. …”
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A Generalized Algorithm for the Simulation of Multi-evaporator Variable Refrigerant Flow Systems by Zhu Yonghua, Jin Xinqiao, Fu Sijie, Fang Xing, Du Zhimin

“…For the VRF system with only one evaporator, the much larger time consuming of the ALG-I weakened the potential for control analysis applications, while for the multi-evaporator VRF system, the ALG-I has advantages over the ALG-II. Finally, tests also showed the proposed algorithms good ability responding to varying control variables including the openness of the throttling valves and speed of the compressor. …”
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Implementation of CNN Algorithm for Indonesian Hoax News Detection on Online News Portals by Clifansi Remi Siwi Hati, Heni Sulistiani

“…The purpose of this research is to apply deep learning with the Convolutional Neural Network (CNN) algorithm in detecting text-based hoax news in Indonesian. …”
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