Data-Driven Technologies for Energy Optimization in Smart Buildings: A Scoping Review by Joy Dalmacio Billanes, Zheng Grace Ma, Bo Nørregaard Jørgensen

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Bearing Fault Classification Using Improved Antlion Optimizer and Extreme Learning Machine by Zhuanzhe Zhao, Yu Zhang, Qiang Ma, Yujian Rui, Guowen Ye, Mengxian Wang, Yongming Liu, Zhen Zhang, Neng Wei, Zhijian Tu

“…At present, the models based on the fusion of various optimization algorithms and neural networks have become one of the emerging techniques for accurate fault identification. …”
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A Multiobjective Particle Swarm Optimization Algorithm Based on Grid Technique and Multistrategy by Kangge Zou, Yanmin Liu, Shihua Wang, Nana Li, Yaowei Wu

“…When faced with complex optimization problems with multiple objectives and multiple variables, many multiobjective particle swarm algorithms are prone to premature convergence. …”
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Empirical Study of Multi-Objective Risk Portfolio Optimization Based on NSGA-II by Qian Gao, Aleš Kresta

Subjects: “…portfolio optimization…”
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Multi-Objective Optimal Design of Dropping Shock of Series Cushioning Packaging System by Yang Xue, Wei-Sheng Song, Hong-Tao Miao, Jing Wang, Yu Li

“…The multi-objective optimization (MOP) model of the series cushioning system is established for the first time. …”
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The Optimization Model of E-Commerce Logistics Distribution Path Based on GIS Technology by Jianhong Jiao, Yong Liu, Cuijie Xie

“…The optimization of the e-commerce logistics distribution path has always been an important research object in intelligent control. …”
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Multi-Objective Optimization of Urban Air Transportation Networks Under Social Considerations by Nikolas Hohmann, Sebastian Brulin, Jurgen Adamy, Markus Olhofer

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Timing the Application of Beneficial Nematodes to Mole Cricket Activity on Pasture to Optimize Control by Martin B. Adjei, G. C. Smart, Jr., J. Howard Frank, Norman C. Leppla

“…Leppla, provides guidance for optimizing a match between infective juvenile Ss nematodes and mole cricket hosts, and also describes the process for applying this biological control agent to pastures and turfgrasses. …”
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An Optimal Investment Strategy and Multiperiod Deposit Insurance Pricing Model for Commercial Banks by Grant E. Muller

“…We employ the method of stochastic optimal control to derive the optimal investment strategy for maximizing an expected exponential utility of a commercial bank’s capital at some future date T>0. …”
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An Optimization Algorithm for Multipath Parallel Allocation for Service Resource in the Simulation Task Workflow by Zhiteng Wang, Hongjun Zhang, Rui Zhang, Yong Li, Xuliang Zhang

“…Therefore, this paper proposes an optimization algorithm for multipath service resource parallel allocation, in which multipath service resource parallel allocation model is built and multiple chains coding scheme quantum optimization algorithm is used for optimization and solution. …”
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Optimization of Flow Characteristics and Diffusion Angles of Forward Inflow Forebay of Pumping Station by LI Yun, LI Chaochao, LI Mingyang, GU Jingchao

“…At diffusion angles of 25°and 30°, the vortex area occupies less of the forebay inflow, resulting in a more stable flow field. ② Reducing the number of operating pumping stations from five to two decreases the vortex area in the forebay from 31.42 m² to 10.15 m², with optimal forebay flow achieved when operating pumping stations 3# and 4#. …”
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Optimized Application of CGA-SVM in Tight Reservoir Horizontal Well Production Prediction by Chao Wang, Ruogu Wang, Yuhan Lin, Jiafei Zhang, Xiaofei Xie, Zidan Zhao, Yunlin Xu

“…In this paper, chaotic genetic algorithm is used to optimize the traditional support vector machine, and the problems of slow convergence and local convergence are solved by chaotic genetic algorithm, and an improved support vector machine horizontal well production prediction method is established. …”
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Adsorption of Chromium (VI) by Cu (I)-MOF in Water: Optimization, Kinetics, and Thermodynamics by Hongxue Qi, Xianjun Niu, Haipeng Wu, Xiuping Liu, Yongqiang Chen

“…To investigate the adsorption behavior of Cu (I)-MOF material for chromium (VI) in water, the parameters of influencing adsorption were optimized and found as follows: the optimal pH was 6 for the adsorption of Cr (VI) by the Cu (I)-MOF, the optimal amount of adsorbent was 0.45 g·L−1, and the adsorption saturation time was within 180 min. …”
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Optimized Analysis Method for Evaluating the Shear Strength Parameters of Rock Joint Surfaces by Yao Xiao, Huafeng Deng, Jingcheng Fang, Hengbin Zhang, Jianlin Li

“…More importantly, the optimized method ensures the shear strength parameters are no longer affected by the sequence of specimens employed during shear test. …”
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An Intelligence Optimized Rolling Grey Forecasting Model Fitting to Small Economic Dataset by Li Liu, Qianru Wang, Ming Liu, Lian Li

“…In this paper, we proposed the PRGM(1,1) model, a rolling mechanism based grey model optimized by the particle swarm optimization, in order to improve the forecast accuracy. …”
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Optimal downlink power allocation schemes for OFDM-NOMA-based Internet of things by Ya Gao, Fei Yu, Haoran Zhang, Yongpeng Shi, Yujie Xia

“…Solving these sub-problems, we obtain the optimal power allocation schemes by jointly employing channel-state sorting–pairing algorithm, water-filling algorithm, and convex optimization theory. …”
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Optimal Prestress Investigation on Tensegrity Structures Using Artificial Fish Swarm Algorithm by Xiaodong Feng, Wanpeng Zhang, Yaozhi Luo, Sergio Zlotnik

“…To obtain the optimal uniform prestress of a tensegrity structure with geometric configuration given, a novel method is developed for prestress design of tensegrity structures by utilizing the artificial fish swarm algorithm (AFSA). …”
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The method for optimizing the placement of compensating and balancing devices in low voltage electrical networks by V. T. Sidorova, S. V. Volkov, A. I. Orlov

Subjects: “…multicriteria optimization…”
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Optimization of Overcast Stripping Technology Parameters Based on Discrete Event System Simulation by Zhang Zhao, Ruixin Zhang, Jiandong Sun, Shuaikang Lv

“…In the process of open-pit mining, the system parameters determine the economic benefit and production efficiency of the mine. Conventional optimization involves building a system model for the process parameters. …”
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An External Archive-Based Constrained State Transition Algorithm for Optimal Power Dispatch by Xiaojun Zhou, Jianpeng Long, Chongchong Xu, Guanbo Jia

“…The optimal power dispatch problem aims to obtain the optimal current density schedule to minimize the cost of power consumption with some rigorous technology and production constraints. …”
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