Search Results - "Intelligence optimization algorithm"

Three-learning strategy particle swarm algorithm for global optimization problems by Zhang, Xinming, Lin, Qiuying

“…[Display omitted] •A med-point-example learning strategy is proposed to get stronger exploitation.•A random learning strategy is introduced to obtain stronger…”
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Guided learning strategy: A novel update mechanism for metaheuristic algorithms design and improvement by Jia, Heming, Lu, Chenghao

“…Meta-heuristic algorithms (MH) are naturally inspired global optimization algorithms. They are often relatively simple and can solve problems in a short period…”
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Differential mutation and novel social learning particle swarm optimization algorithm by Zhang, Xinming, Wang, Xia, Kang, Qiang, Cheng, Jinfeng

“…•A Differential mutation and novel Social learning PSO algorithm (DSPSO) is proposed to solve the problems of Social Learning PSO algorithm (SLPSO).•An…”
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Hybrid Particle Swarm and Grey Wolf Optimizer and its application to clustering optimization by Zhang, Xinming, Lin, Qiuying, Mao, Wentao, Liu, Shangwang, Dou, Zhi, Liu, Guoqi

“…Grey Wolf Optimizer (GWO) and Particle Swarm Optimization (PSO) algorithm are two popular swarm intelligence optimization algorithms and these two algorithms…”
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Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping by Bui, Quang-Thanh, Nguyen, Quoc-Huy, Nguyen, Xuan Linh, Pham, Vu Dong, Nguyen, Huu Duy, Pham, Van-Manh

“…•Examination of hybrid models that combine several swarm intelligenceoptimizers with deep learning neural network.•Comparison of performance of proposed models…”
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An online chatter detection and recognition method for camshaft non-circular contour high-speed grinding based on improved LMD and GAPSO-ABC-SVM by Zhuo, Rongjin, Deng, Zhaohui, Li, Yiwen, Liu, Tao, Ge, Jimin, Lv, Lishu, Liu, Wei

“…[Display omitted] •The local mean decomposition (LMD) algorithm is improved by the mirror extension method, moving average algorithm, and adaptive soft…”
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Tourism combination forecasting with swarm intelligence by Li, Hengyun, Guo, Honggang, Wang, Jianzhou, Wang, Yong, Wu, Chunying

“…Combination forecasting is an effective method for improving the accuracy of tourism demand. This study proposes an innovative combination strategy based on a…”
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Research and application based on the swarm intelligence algorithm and artificial intelligence for wind farm decision system by Zhao, Xuejing, Wang, Chen, Su, Jinxia, Wang, Jianzhou

“…Wind energy is an increasing concern for wind farm administrators. Effective wind energy potential analysis and accurate forecasting can reduce the operating…”
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Estimating reference evapotranspiration using Penman-Monteith equation integrated with optimized solar radiation models by Xing, Liwen, Feng, Yu, Cui, Ningbo, Guo, Li, Du, Taisheng, Wu, Zongjun, Zhang, Yixuan, Wen, Shenglin, Gong, Daozhi, Zhao, Lu

“…•Solar radiation model is sensitive to environments, structure, and input variables.•Optimal algorithm selection should consider its characteristic and model…”
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Dynamic Gaussian mutation beetle swarm optimization method for large-scale weapon target assignment problems by Xu, Han, Zhang, An, Bi, Wenhao, Xu, Shuangfei

“…The weapon target assignment is a crucial issue for firepower resources optimization in modern warfare. Such a problem is complicated, multi-constrained,…”
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Analysis of the influence of population distribution characteristics on swarm intelligence optimization algorithms by Hu, Rongxin, Bao, Liyong, Ding, Hongwei, Zhou, Dongmin, Kong, Yan

“…The distribution characteristic of populations is one of the main characteristics of population. The pattern of distribution characteristics determines the…”
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Estimating reference crop evapotranspiration using optimized empirical methods with a novel improved Grey Wolf Algorithm in four climatic regions of China by Dong, Juan, Xing, Liwen, Cui, Ningbo, Guo, Li, Liang, Chuan, Zhao, Lu, Wang, Zhihui, Gong, Daozhi

“…Accurate estimation of reference crop evapotranspiration (ETo) is crucial for agricultural water management. As the simplified alternatives of the…”
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Analysis of photovoltaic array maximum power point tracking under uniform environment and partial shading condition: A review by Li, Jianlin, Wu, Yiwen, Ma, Suliang, Chen, Mingxuan, Zhang, Baoping, Jiang, Bing

“…With the expansion of the scale of application of photovoltaic (PV) power generation, PV maximum power point tracking (MPPT) technology has been transformed…”
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A comprehensive survey of the application of swarm intelligent optimization algorithm in photovoltaic energy storage systems by Wang, Shuxin, Yue, Yinggao, Cai, Shaotang, Li, Xiaojuan, Chen, Changzu, Zhao, Hongliang, Li, Tiejun

“…With the rapid development of renewable energy, photovoltaic energy storage systems (PV-ESS) play an important role in improving energy efficiency, ensuring…”
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Study on bionics-based swarm intelligence optimization algorithms for wavelength selection in near-infrared spectroscopy by Long, Tingze, Yi, Han, Kang, Yatong, Qiao, Ying, Guan, Ying, Chen, Chao

“…In this paper, ten bionic swarm intelligence optimization algorithms (BSIOAs) inspired by natural organisms, such as Harris Hawk Optimization Algorithm,…”
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Interpretable CEEMDAN-SMA-LSSVM hybrid model for predicting shield tunnel-induced settlement by Meng, Shaoqiang, Shi, Zhenming, Gutierrez, Marte

“…Accurate and interpretable prediction of shield tunnel-induced settlement poses a significant challenge due to the complex interplay of various influencing…”
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Numerical algorithm for optimal control of switched systems and its application in cancer chemotherapy by Wu, Xiang, Lin, Jinxing, Zhang, Kanjian, Cheng, Ming

“…This paper considers an optimal control problem of switched dynamical systems with control input and system state constraints. Unlike in traditional switched…”
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A time–frequency analysis method of electromagnetic signal for coal and rock properties recognition while drilling based on CWT and GAPSO-ROA by Liu, Yang, Si, Lei, Wang, Zhongbin, Wei, Dong, Gu, Jinheng, Li, Xin, Dai, Jianbo

“…•A time–frequency analysis method is proposed based on electromagnetic detection.•The electromagnetic signals of coal and rock while drilling are analyzed…”
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Ventilation analysis of urban functional zoning based on circuit model in Guangzhou in winter, China by Wang, Ao, Zhang, Maomao, Ren, Bing, Zhang, Yanwei, Al Kafy, Abdulla, Li, Jianxing

“…Effectively alleviating the urban thermal environment is an important problem faced by modern urban environment optimization. This paper predicts the land…”
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Application of Swarm Intelligence Optimization Algorithms in Image Processing: A Comprehensive Review of Analysis, Synthesis, and Optimization by Xu, Minghai, Cao, Li, Lu, Dongwan, Hu, Zhongyi, Yue, Yinggao

“…Image processing technology has always been a hot and difficult topic in the field of artificial intelligence. With the rise and development of machine…”
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