Search Results - "Teaching learning-based optimization algorithm"

An ameliorated teaching–learning-based optimization algorithm based study of image segmentation for multilevel thresholding using Kapur’s entropy and Otsu’s between class variance by Wu, Bo, Zhou, Jianxin, Ji, Xiaoyuan, Yin, Yajun, Shen, Xu

“…•An ameliorated teaching–learning-based optimization algorithm is presented for multi-threshold image segmentation problem…”
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A note on teaching–learning-based optimization algorithm by Črepinšek, Matej, Liu, Shih-Hsi, Mernik, Luka

“…Teaching–Learning-Based Optimization (TLBO) seems to be a rising star from amongst a number of metaheuristics with relatively competitive performances. It is…”
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Advances in teaching–learning-based optimization algorithm: A comprehensive survey(ICIC2022) by Zhou, Guo, Zhou, Yongquan, Deng, Wu, Yin, Shihong, Zhang, Yunhui

“…•Teaching-learning-based optimization (TLBO) is one of population-based heuristic stochastic swarm intelligent algorithm.•In this paper, a comprehensive survey…”
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Optimal design of the heat pipe using TLBO (teaching–learning-based optimization) algorithm by Rao, R.V., More, K.C.

“…–Learning-Based Optimization) algorithm is used for single objective as well as multi-objective design optimization of heat pipe…”
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A modified teaching–learning-based optimization algorithm for solving optimization problem by Ma, Yunpeng, Zhang, Xinxin, Song, Jiancai, Chen, Lei

“…–learning-based optimization algorithm (MTLBO) is proposed, which introduces a new population group mechanism into the conventional teaching…”
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An improved teaching–learning-based optimization algorithm using Lévy mutation strategy for non-smooth optimal power flow by Ghasemi, Mojtaba, Ghavidel, Sahand, Gitizadeh, Mohsen, Akbari, Ebrahim

“…•Using Lévy mutation TLBO (LTLBO) algorithm.•Solving optimal power flow (OPF) problem with the algorithm.•Finding better results compared to the other…”
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Ranking teaching–learning-based optimization algorithm to estimate the parameters of solar models by Yu, Xiaobing, Hu, Zhengpeng, Wang, Xuming, Luo, Wenguan

“…As one of the most promising renewable energies, solar energy can be converted to electricity through photovoltaic (PV) systems. It is indispensable to…”
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Structural health monitoring using modal strain energy damage indicator coupled with teaching-learning-based optimization algorithm and isogoemetric analysis by Khatir, Samir, Abdel Wahab, Magd, Boutchicha, Djilali, Khatir, Tawfiq

“… In the second stage, the Teaching-Learning-Based Optimization Algorithm (TLBO) is utilized and its performance is compared with that of Particle Swarm Optimization (PSO) and Bat Algorithm (BA…”
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An efficient teaching-learning-based optimization algorithm for parameters identification of photovoltaic models: Analysis and validations by Abdel-Basset, Mohamed, Mohamed, Reda, Chakrabortty, Ripon K., Sallam, Karam, Ryan, Michael J.

“…•A meta-heuristic is proposed to identify unknown parameters of photovoltaic model.•To that end, a modified teaching learning-based optimization approach is…”
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Improving teaching–learning-based-optimization algorithm by a distance-fitness learning strategy by Xu, Yunlang, Peng, Yi, Su, Xinyi, Yang, Zhile, Ding, Chenyang, Yang, Xiaofeng

“…The teaching–learning-based optimization (TLBO) algorithm, composed of a teacher phase and a learner phase, is one of the most popular global optimization…”
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Optimal distributed generation location and size using a modified teaching–learning based optimization algorithm by Martín García, Juan Andrés, Gil Mena, Antonio José

“…► A discrete teaching–learning-based optimization method is employed. ► Optimal sizes and locations to connect DG systems are determined. ► Effectiveness of…”
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A multi-objective improved teaching–learning based optimization algorithm (MO-ITLBO) by Patel, Vivek K., Savsani, Vimal J.

“…This paper presents an efficient multi-objective improved teaching–learning based optimization (MO-ITLBO) algorithm for solving multi-objective optimization…”
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Teaching–learning-based optimization algorithm for multi-area economic dispatch by Basu, M.

“…This paper presents teaching–learning-based optimization algorithm for solving MAED…”
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An adaptive inertia weight teaching-learning-based optimization algorithm and its applications by Shukla, Alok Kumar, Singh, Pradeep, Vardhan, Manu

“… However, teaching learning-based optimization is rapidly trapped into local optima. To handle this kind of problem, we proposed an improved teaching learning-based…”
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Techno-economic analysis of a grid-connected PV/battery system using the teaching-learning-based optimization algorithm by Najafi Ashtiani, Mina, Toopshekan, Ashkan, Razi Astaraei, Fatemeh, Yousefi, Hossein, Maleki, Akbar

“…•Sizing of a PV/ battery system is applied for providing power during peak of electricity grid.•The Cost based optimization is applied by the TLBO method.•The…”
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Parameter optimization of modern machining processes using teaching–learning-based optimization algorithm by Venkata Rao, R., Kalyankar, V.D.

“…Modern machining processes are now-a-days widely used by manufacturing industries in order to produce high quality precise and very complex products. These…”
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Experimental investigation on EDM of Si3N4–TiN using grey relational analysis coupled with teaching-learning-based optimization algorithm by Srinivasan, V.P., Palani, P.K., Balamurugan, S.

“…Electric discharge machining of silicon nitride–titanium nitride (Si3N4–TiN) ceramic composites was conceded for making square and circular profiles. Five…”
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Teaching–learning based optimization algorithm based fuzzy-PID controller for automatic generation control of multi-area power system by Sahu, Binod Kumar, Pati, Swagat, Mohanty, Pradeep Kumar, Panda, Sidhartha

“…•Fuzzy-PID controller is proposed for AGC of multi-area power system.•TLBO algorithm is applied to optimize the parameters of fuzzy-PID controller.•The…”
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A multi-objective teaching−learning-based optimization algorithm to scheduling in turning processes for minimizing makespan and carbon footprint by Lin, Wenwen, Yu, D.Y., Zhang, Chaoyong, Liu, Xun, Zhang, Sanqiang, Tian, Yuhui, Liu, Shengqiang, Xie, Zhanpeng

“…Industry is responsible for nearly half of the global energy consumption. Recent studies on sustainable manufacturing focused on energy saving to reduce the…”
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An effective teaching–learning-based optimization algorithm for the flexible job-shop scheduling problem with fuzzy processing time by Xu, Ye, Wang, Ling, Wang, Sheng-yao, Liu, Min

“…In this paper, an effective teaching–learning-based optimization algorithm (TLBO) is proposed to solve the flexible job-shop problem with fuzzy processing time…”
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