Výsledky vyhledávání - Improved multi-objective sparrow search algorithm

Machine Learning Surrogate Model Optimized by Improved Sparrow Search Algorithm for Multi-Objective Optimization of Permanent Magnet Synchronous Motor Direct-Drive Pump Autor Zhang, Yiming, Fei, Liangyu, Chui, Chee-Kong, Chng, Chin-Boon, Zhao, Shengdun, Li, Jingxiang

“…This study introduces an Improved Sparrow Search Algorithm (ISSA) to address the challenges of machine learning Hyperparameter Optimization (HPO…”
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Path Planning of Multi-Objective Underwater Robot Based on Improved Sparrow Search Algorithm in Complex Marine Environment Autor Li, Bin, Mao, Jianlin, Yin, Shuyi, Fu, Lixia, Wang, Yan

“… To find a path with minimum cost of the actual environmental threats, navigation height changes and the minimum energy consumption of the AUV, an improved sparrow search algorithm is designed…”
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Research on multi-objective optimal allocation of regional water resources based on improved sparrow search algorithm Autor Yao, Zhiyuan, Wang, Zhaocai, Cui, Xuefei, Zhao, Haifeng

“… are introduced to the sparrow search algorithm (SSA) to form an improved sparrow search algorithm (ISSA…”
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Multi-objective optimal scheduling of cascade reservoirs in complex basin systems: Case study of the Jinsha River-Yalong River confluence basin in China Autor Wang, Zhaocai, Zhu, Zhihua, Luan, Hualong, Wu, Tunhua

“… In this study, an improved multi-objective sparrow search algorithm (IMOSSA) is proposed to solve the problem, which overcome the classical SSA solution efficiency instability and easy to fall into the local optimal solution through Tent mapping, levy…”
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WSN Coverage Optimization Based on the Improved Multi-Objective Sparrow Search Algorithm Autor Jiao, Xuyang, Du, Fei, Zhao, Xiongwen, Geng, Suiyan

“…To enhance the coverage and overall performance of wireless sensor networks, this paper introduces an improved multi-objective sparrow search algorithm (SSA…”
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Multi-Objective Optimization of Steel Pipe Pile Cofferdam Construction Based on Improved Sparrow Search Algorithm Autor Jiang, Zaolong, Yang, Chengfang, Yue, Hongbo

“… The model aims to minimize duration and cost while maximizing quality. Additionally, it proposes an improved sparrow search algorithm (ISSA…”
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Multi-Objective Antenna Design Based on BP Neural Network Surrogate Model Optimized by Improved Sparrow Search Algorithm Autor Wang, Zhongxin, Qin, Jian, Hu, Zijiang, He, Jian, Tang, Dong

“…, an efficient design method of the multi-objective antenna is proposed based on the multi-strategy improved sparrow search algorithm (MISSA…”
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Optimization of Capacity Configuration of Wind–Solar–Diesel–Storage Using Improved Sparrow Search Algorithm Autor Dong, Jun, Dou, Zhenhai, Si, Shuqian, Wang, Zichen, Liu, Lianxin

“… cost, environmental protection and power supply quality as indicators has been established, and the multi-objective sparrow search algorithm is used to optimize the solution…”
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Hybrid Strategy to Improve the High-Dimensional Multi-Target Sparrow Search Algorithm and Its Application Autor Ren, Lu, Zhang, Wenyu, Ye, Yunrui, Li, Xinru

“…This research combines the improved reference point selection strategy and the sparrow search algorithm with an enhanced competition mechanism to create a high-dimensional multi-objective sparrow…”
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Multi-objective Antenna Design Based on Improved Sparrow Search Algorithm to Optimize BP Neural Network Surrogate Model Autor Wang, Zhongxin, Qin, Jian, Hu, Zijiang, He, Jian

“… Meanwhile, for the problems of sparrow search algorithm, such as single population and difficulty in reaching global optimum, proposes a multi-strategy improved sparrow search algorithm (MISSA…”
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Multi-objective optimal scheduling of laminar cooling water supply system for hot rolling mills driven by digital twin for energy-saving Autor Wang, Fenjia, Song, Yong, Liu, Chao, He, Anrui, Qiang, Yi

“…) and multi-objective evolutionary optimization using Improved Sparrow Search Algorithm (ISSA). The optimal scheduling system according to digital twins can accurately…”
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Multi-Objective Optimization Strategy for Commercial Vehicle Permanent Magnet Water Pump Motor Based on Improved Sparrow Algorithm Autor Pei, Wenjun, Xiao, Ping, Pan, Jiabao, Li, Zhihao, Lv, Aoning

“…In order to achieve multi-objective optimization for a permanent magnet water pump motor in heavy commercial vehicles, we propose a strategy based on response-surface methodology and the improved sparrow algorithm (CGE-SSA…”
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A Two-Stage Multi-Objective Design Optimization Model for a 6 MW Direct-Drive Permanent Magnet Synchronous Generator Autor Tian, De, Wu, Xiaoxuan, Meng, Huiwen, Su, Yi

“… In the first stage, a surrogate optimized response surface model based on an improved sparrow search algorithm (ISSA…”
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Application of improved sparrow search algorithm and dynamic window method in mobile robot path planning and real‐time obstacle avoidance Autor Shen, Lingyu, bin Ahmad Hairuddin, Muhammad Khairi Faiz

“… To address this, this paper proposes an improved sparrow search algorithm based on chaotic initialization and the golden positive cosine strategy for multi…”
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Using multi-objective sparrow search algorithm to establish active distribution network dynamic reconfiguration integrated optimization Autor Li, Ling-Ling, Xiong, Jun-Lin, Tseng, Ming-Lang, Yan, Zhou, Lim, Ming K.

“…•An ADN dynamic reconfiguration integrated optimization model is formulated.•A multi-objective sparrow search algorithm is proposed to optimize the model…”
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Multi-Objective Optimal Scheduling of CHP Microgrid Considering Conditional Value-at-Risk Autor Jia, Shiduo, Kang, Xiaoning

“… In order to solve the multi-objective mixed-integer nonlinear programming problem well, we propose an improved sparrow search algorithm (ISSA…”
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A Novel Hybrid Multi-Objective Optimization Algorithm and Its Application to Designs of Electromagnetic Devices Autor Li, Yilun, Xie, Zhengwei, Yang, Shiyou, Ren, Zhuoxiang

“…In this article, a novel hybrid multi-objective optimization (MOO) algorithm is proposed by combining an improved sparrow search algorithm (SSA…”
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Optimal scheduling of islanded microgrid based on improved MOSSA Autor Huanhuan, Lai, Qingqi, Pei, Meiqin, Liu, Shanling, Dong, Zhiyun, Xie, Jian, Zheng, Hezuo, Qu, Senlin, Zhang

“… Thus, this paper introduces the fuzzy clustering mechanism and the non-dominated sorting method to obtain the improved multi-objective sparrow search algorithm (MOSSA…”
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Multi-objective optimal dispatching of demand response-enabled microgrid considering uncertainty of renewable energy generations based on two-level iterative strategy Autor Meng, Ying, Wang, Yu, Sun, Sizhou, Wang, Shengpeng, Zhang, Hong

“…In this study, multi-objective optimal dispatching of demand response-enabled microgrid considering uncertainty in renewable energy generations is designed to obtain optimal energy point sets of microgrid…”
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Integrating elite opposition-based learning and Cauchy–Gaussian mutation into sparrow search algorithm for time–impact collaborative trajectory optimization of robotic manipulators Autor Wang, Yue, Lei, Rongguang, Wang, Meng, Sun, Huijie, Ma, Xiping, Zhou, Yan

“… of industrial robotic arms, this study proposes a trajectory optimization method based on a new improved sparrow search algorithm (NISSA…”
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