Optimal control for fixed and inverter air conditioning groups considering interaction willingness in scenarios by Ting YANG, Xiao ZHU, Danhong LU, Yuying WANG, Yan LI, Aidong ZENG

“…Secondly，quantitative analysis is carried out to analyze the interaction willingness of users in different scenarios，days types，and time-of-use electricity prices. …”
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Dynamics Analysis on Piezoelectric Laminated Vibrator and Optimization of PZT Position by Caiqi Hu, Xiaoqi Hu, Jing Ji, Jude Liu, Shengduo Li

“…Piezoelectric laminated structure is widely used as actuator’s drive part. The different position of PZT on a piezoelectric vibrator causes different incentive effects. …”
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Robot Task-Constrained Optimization and Adaptation with Probabilistic Movement Primitives by Guanwen Ding, Xizhe Zang, Xuehe Zhang, Changle Li, Yanhe Zhu, Jie Zhao

“…In addition, we present an effective task-constrained optimization method that incorporates all task constraints analytically into a probabilistic framework. …”
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Multiobjective Optimization of Tool Geometric Parameters Using Genetic Algorithm by Maohua Du, Zheng Cheng, Yanfei Zhang, Shensong Wang

“…Up to now, there are only a few researches on tool geometric parameters and optimization, and the single objective function of parameter optimization used by researchers during high-speed machining (HSM) mainly is the minimum cutting force. …”
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Multi-objective performance optimization of turbofan engine for test run by WEI Bofei, WANG Yuting, GUO Zexuan, LIU Feng, XI Feng, SI Shubin, CAI Zhiqiang

“…It is of great practical significance to optimize the turbine inlet temperature and high-pressure compressor speed under different thrust states, so as to improve the pass rate of the first test run. …”
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Joint optimization of communication rates for multi-UAV relay systems by Chenghua Wen, Guifen Chen, Xinglong Gu, Wenzhe Wang

“…Finally, the proposed algorithm is compared under different optimization schemes and different optimization algorithms. …”
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Thermal Optimization Design for a Small Flat-Panel Synthetic Aperture Radar Satellite by Tian Bai, Yuanbo Zhang, Lin Kong, Hongrui Ao, Jisong Yu, Lei Zhang

“…To achieve the objectives of lower cost, reduced weight, minimized power consumption, and enhanced temperature stability, an optimized thermal design method tailored for satellites has been developed, with a particular focus on SAR antennas. …”
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When is the most effective time to post on Instagram to increase engagement rate? by Mohammad Javad Shayegan Fard, Fatemeh Karimi

“…Classification algorithms, including XGBoost, K-NN, SVM, and Linear Regression, are employed for modeling, with results favoring the XGBoost method for accuracy. The study reveals optimal posting times between 12 and 3 pm for Western Countries businesses and 9 and 12 am for Iranian businesses. …”
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Service Restoration in Distribution Networks by Optimal Scheduling of Repair Crew and Mobile Power Sources by Qasem Asadi, Hamid Falaghi, Ali Ashoornezhad, Maryam Ramezani

“…Lastly, it was concluded that this heuristic method would produce optimal, precise, and feasible solutions for SR in distribution networks.…”
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Kinetics of Sludge Superheated Steam Drying and Optimization of Process Parameters by Xukun Zhang, Pu Xing, Shengping Liu, Chengzhen Zhang, Weiliang Fu

“…The purpose of this paper is to study the effects of steam temperature, sludge thickness, and steam flow on the drying characteristics and drying kinetics of sludge superheated steam and optimize the process parameters of sludge superheated steam drying by using the response surface method and taking relative unit energy consumption as the response value. …”
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Improved GA and Its Application in Performance Optimization of Electronic Components by Wenrui Zhao, Borui Wu

“…Moreover, this paper proposes an optimized reliability allocation process method based on cost function, which further optimizes the reliability design of electronic circuit systems. …”
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Optimization of machine learning algorithms for proteomic analysis using topsis by Javanbakht T., Chakravorty S.

“…The present study focuses on a new application of the TOPSIS method for the optimization of machine learning algorithms, supervised neural networks (SNN), the quick classifier (QC), and genetic algorithm (GA) for proteomic analysis. …”
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Optimization of Pearson Ⅲ Frequency Curve Based on R Software by HE Mei, ZHAO Huarong, YAO Yue, JIN Xin

“…The application results show that using R software for hydrological frequency analysis can quickly and efficiently calculate the sum of squares of deviation of different distribution parameters and frequency curves, improve the fitting accuracy and work efficiency, and reduce the workload of hydrological frequency calculation, so it is a new method for the optimal drawing of hydrological frequency curve.…”
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Research Progress in the Effect of Vanillin Production Methods on Its Flavor Quality by TIAN Huaixiang, HANG Shuyang, HUANG Ningwei, CHEN Chen, YU Haiyan, GE Chang

“…By utilizing enzymes, genes and metabolic engineering, biosynthesis can effectively increase the yield of vanillin and has the capability to control the generation of by-products with natural characteristic flavors, which demonstrates a broad prospect for industrialization and flavor quality optimization. This review summarizes the major production methods of vanillin, analyzes the effects of different production methods on its flavor quality, and discusses the future development direction of vanillin, with a view to providing new technical support and ideas for the sustainable development of the vanillin industry.…”
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Application of fuzzy mathematic evaluation in the optimization of stewed pork processing by GU Wei-gang, PENG Yan, ZHANG Jin-jie, YAO Yan-jia, JI Rong, CHEN Jian-chu

“…On this basis, different ratios of material to water, stewed temperatures and time were optimized by the method of fuzzy mathematic evaluation. …”
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Optimization of Intelligent Distribution of Distribution Network in the Presence of Distributed Sources by Youle Song, Ding Nie, Litao Fan

“…The simulation results show that the optimal intelligent distribution method of the distribution network in the presence of distributed power generation proposed in this study has a good effect and can promote the intelligent distribution of the distribution network.…”
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Modeling Portfolio Optimization based on behavioral Preferences and Investor’s Memory by vahideh mousavi kakhki, Sanaz Khatabi

“…Behavioral preferences, on the other hand, encompass a range of psychological factors that influence investor behavior, such as risk aversion, overconfidence, and herding. MethodsWe perceive stock portfolio optimization as a multi-objective challenge, considering two primary criteria. …”
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An Entropy Optimizing RAS-Equivalent Algorithm for Iterative Matrix Balancing by Chlebus, Edward, Kasapu, Viswatej

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Optimization of searching for moving targets of a multifunctional radar station by С.М. Піскунов, Д.С. Роменський, В.Ю. Бабич

“…More effective is the optimal managed search, in which the order of viewing different directions is determined in the search process depending on the results of already performed views. …”
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Calibration of Conceptual Rainfall-Runoff Models Using Global Optimization by Chao Zhang, Ru-bin Wang, Qing-xiang Meng

“…In the research presented here, the shuffled complex evolution (SCE-UA) global optimization method was used to calibrate the Xinanjiang (XAJ) model. …”
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