Ship-Borne Phased Array Radar Using GA Based Adaptive α-β-γ Filter for Beamforming Compensation and Air Target Tracking by J. Mar, Chen-Chih Liu, M. B. Basnet

“…The genetic algorithm (GA) and the particle swarm optimization (PSO) methods are applied to estimate the gain parameters of adaptive α-β-γ filters, while achieving the optimum objective of minimum root mean square error (RMSE). …”
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Modeling the Smart Factory Manufacturing Products Characteristics: The Perspective of Energy Consumption by A.B.M. Salman Rahman, Myeongbae Lee, Jonghyun Lim, Yongyun Cho, Changsun Shin

“…It is a great chance to provide a technical boost to smart factories looking to reduce energy usage and produce more profit through the control and optimization modeling. It is tough to analyze energy usage and make accurate estimations of industrial energy consumption. …”
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Advanced machine learning approach with dynamic kernel weighting for accurate electrical load forecasting by C. Jeevakarunya, V. Manikandan

“…The first step in preparing the dataset is to perform preprocessing, which involves conducting correlation analysis, scaling, and normalization followed by initial hyperparameter tuning using the multiswarm Levy flight particle swarm optimization technique. Compared with traditional methods, EDW-MKSVR offers greater adaptability to shifting load patterns since it makes use of dynamic kernel weight modifications that are dependent on data attributes. …”
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A Case Study of Complex Policy Design: The Systems Engineering Approach by Shqipe Buzuku, Javier Farfan, Kari Harmaa, Andrzej Kraslawski, Tuomo Kässi

“…The results show that it is possible to generate a solution space that highlights the best possible combinations of the given alternatives while also providing an optimal sequence and grouping for an optimized implementation. …”
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Impacts of Connected and Autonomous Vehicles with Level 2 Automation on Traffic Efficiency and Energy Consumption by Haokun Song, Fuquan Zhao, Guangyu Zhu, Zongwei Liu

“…Evaluating the economic benefits of traffic optimization from connected and autonomous vehicles (CAVs) and relevant traffic organization methods is significant, which will help to put forward suggestions for policymakers to promote the application of CAVs. …”
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Turn-Based War Chess Model and Its Search Algorithm per Turn by Hai Nan, Bin Fang, Guixin Wang, Weibin Yang, Emily Sarah Carruthers, Yi Liu

“…Based on the model, we propose a theory frame involving combinational optimization on the one hand and game tree search on the other hand. …”
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A framework for rural spatial governance based on the eco-environment oriented development mode: The case of coal mining subsidence area on the Weibei Plateau by Miaomiao Liu, Zhendong Lei, Ya Gao, Xue Li

“…By constructing a conceptual model of the multidimensional governance effectiveness of EOD systems, it reveals the coupling mechanisms of three rural elements and proposes governance modes with spatially integrated optimization, capital value circulation, and rural subject connection as the focus of elemental regulation. …”
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Prediction Model of Phosphorus Content at the End Point of Electroslag Remelting Based on MI and XGBoost Algorithms by Liu　Yuxiao, Dong　Yanwu, Jiang　Zhouhua, Chen　Xi

“…Grid search cross-validation is employed for model structure adjustment and hyperparameter optimization. It is compared horizontally with MI-RR， MI-RF， MI-GBDT， and MI-KNN models. …”
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Experimental and Thermal Investigation on Powder Mixed EDM Using FEM and Artificial Neural Networks by Venkata N. Raju Jampana, P. S. V. Ramana Rao, A. Sampathkumar

“…This article is aimed to do a comprehensive experimental and thermal investigation of the EDM, which can predict the machining characteristic and then optimize the output parameters with a newly integrated neural network-based methodology for modelling and optimal selection of process variables involved in powder mixed EDM (PMEDM) process. …”
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Removal of Congo Red by Silver Carp (Hypophthalmichthys molitrix) Fish Bone Powder: Kinetics, Equilibrium, and Thermodynamic Study by Shahanaz Parvin, Md. Manjur Hussain, Farhana Akter, Biplob Kumar Biswas

“…Experiments were conducted in batch process, and a number of influencing parameters, such as solution pH, adsorbent dosage, contact time, and initial Congo red concentration, were thoroughly investigated for optimization. Kinetic and equilibrium data were well described by pseudo-second-order model and Langmuir isotherm, respectively. …”
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Full Vehicle Vibration and Noise Analysis Based on Substructure Power Flow by Zhien Liu, Shuai Yuan, Shenghao Xiao, Songze Du, Yan Zhang, Chihua Lu

“…At the same time, this method can increase the computation efficiency by 78%, 38%, and 98% when it comes to the optimization of chassis structure, body structure, and vibration isolation components, respectively.…”
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Energy Management System for Smart Grid in the Presence of Energy Storage and Photovoltaic Systems by Alireza Kermani, Amir Mahdi Jamshidi, Zahra Mahdavi, Amir ali Dashtaki, Mohammad Zand, Morteza Azimi Nasab, Tina Samavat, P. Sanjeevikumar, Baseem Khan

“…In this way, first, using the iterative optimization method, the optimal microgrid capacity has been obtained. …”
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Genetic Algorithms in Antennas and Smart Antennas Design Overview: Two Novel Antenna Systems for Triband GNSS Applications and a Circular Switched Parasitic Array for WiMax Applic... by Stylianos C. Panagiotou, Stelios C. A. Thomopoulos, Christos N. Capsalis

“…They have been successfully applied to electromagnetic optimization, including antenna design as well as smart antennas design. …”
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Fault Diagnosis of Piezoelectric Sensor Patches for Vibration Control Based on Multifeature Fusion and Improved SVM by Tian-bing Ma, Zhou Qing, Du Fei, Liu Jian

“…In order to improve the accuracy of fault self-diagnosis of piezoelectric sensor patches, singular value decomposition (SVD) and Hilbert marginal spectrum method are proposed to extract multiple features of each IMF component and conduct feature fusion, and a support vector machine (SVM) based on particle swarm optimization (PSO) is designed for fault identification of different eigenvalues. …”
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Multifunctional Photonic Reservoir Computing Based on Semiconductor Laser With Optical Feedback by Liyue Zhang, Weijie Hong, Songsui Li, Wei Pan, Lianshan Yan, Bin Luo, Xihua Zou

“…Therefore, MPRC is capable of handling multiple tasks simultaneously with a fixed set of parameters, mitigating the tedious process of hyperparameter optimization. The influence of neuron partition size and operating parameters on MPRC performance is studied systematically. …”
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An integrated environmental management approach to industrial site selection by genetic algorithm and fuzzy analytic hierarchy process in geographical information system by M. Ahmadipari, H. Hoveidi, H.R. Jafari, M. Pazoki

“…In this study, the genetic algorithm was used as an optimization method applied for natural selection. It was also attempted to find better solutions among others. …”
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A Lightweight Network with Domain Adaptation for Motor Imagery Recognition by Xinmin Ding, Zenghui Zhang, Kun Wang, Xiaolin Xiao, Minpeng Xu

“…Additionally, lightweight experiments were conducted from two perspectives: model structure optimization and data feature selection. The results demonstrated the potential advantages of this method for practical applications in motor imagery recognition systems.…”
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Analysis of non scalar control problems for parabolic systems by the block moment method by Boyer, Franck, Morancey, Morgan

“…The considered setting leads to applications to one dimensional parabolic-type equations or coupled systems of such equations.With such admissible control operator, the characterization of the minimal null control time is obtained thanks to the resolution of an auxiliary vectorial block moment problem (i.e. set in the control space) followed by a constrained optimization procedure of the cost of this resolution. …”
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Issues of Improving the Provisions of the Current Law of Ukraine Regarding the Prevention of the Origin and Spread of COVID-19 Coronavirus Disease by K. L. Buhaichuk

“…Based on the analysis of the laws of Ukraine and government decrees on the implementation of sanitary and anti-epidemiological measures, the author has formulated propositions aimed at regulating the legal status of the State Sanitary and Epidemiological Service; improvement of administrative proceedings in the field of health care and violation of quarantine rules; amending the list of agencies and officials authorized to consider cases of administrative offenses for the violation of sanitary rules; optimization of the mechanism of prosecution for failure to comply with legal orders of entities implementing the state sanitary and anti-epidemiological policy; expanding the list of powers of the National Police for the implementation of administrative detention, verification of documents and police custody within the sequestration.…”
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Mapping Iterative Medical Imaging Algorithm on Cell Accelerator by Meilian Xu, Parimala Thulasiraman

“…Therefore, we present optimization techniques to efficiently map the algorithm on the Cell BE for improved performance over CPU version. …”
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