Výsledky vyhledávání - Multi-objective optimization algorithms

A novel multi-objective bacteria foraging optimization algorithm (MOBFOA) for multi-objective scheduling Autor Kaur, Mandeep, Kadam, Sanjay

“…•We propose a novel multi-objective bacteria foraging algorithm (MOBFOA).•An adaptive chemotaxis process enables MOBFOA to converge to near-optimal solution…”
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A novel hybrid system based on a new proposed algorithm—Multi-Objective Whale Optimization Algorithm for wind speed forecasting Autor Wang, Jianzhou, Du, Pei, Niu, Tong, Yang, Wendong

“…•We propose a new algorithm—Multi-Objective Whale Optimization Algorithm (MOWOA).•A novel hybrid system based on MOWOA is proposed for wind speed forecasting…”
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A new hybrid memetic multi-objective optimization algorithm for multi-objective optimization Autor Luo, Jianping, Yang, Yun, Liu, Qiqi, Li, Xia, Chen, Minrong, Gao, Kaizhou

“…To deal with the multi-objective optimization problems (MOPs), a meta-heuristic based on an improved shuffled frog leaping algorithm (ISFLA…”
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A Multi‐Workflow Scheduling Approach With Explicit Evolutionary Multi‐Objective Multi‐Task Optimization Algorithm in Cloud Environment Autor Zhang, Qiqi, Li, Bohui, Geng, Shaojin, Cai, Xingjuan

“… Therefore, this paper first proposes a multi‐objective cloud workflow scheduling model, which solves the maximum completion time, execution cost and energy consumption as three objectives during task execution…”
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Multi-objective dung beetle optimization algorithm: A novel algorithm for solving complex multi-objective optimization problems Autor Wu, Wenxing, Tian, Liqin, Wu, Junyi, Lin, Lianhai

“…Many increasingly complex multi-objective optimization problems are emerging, and there is an urgent need to develop new multi-objective optimization algorithms to meet the challenges…”
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MOCOVIDOA: a novel multi-objective coronavirus disease optimization algorithm for solving multi-objective optimization problems Autor Khalid, Asmaa M., Hamza, Hanaa M., Mirjalili, Seyedali, Hosny, Khaid M.

“…A novel multi-objective Coronavirus disease optimization algorithm (MOCOVIDOA) is presented to solve global optimization problems with up to three objective functions…”
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Multi‐Objective Optimization and Experimental Research of Ship Form Based on Improved Bare‐Bones Multi‐Objective Particle Swarm Optimization Algorithm Autor Liu, Jie, Zhang, Baoji, Lai, Yuyang, Fang, Liqiao

“… Therefore, when conducting multi‐objective optimization research of ship forms, traditional intelligent optimization algorithms are prone to falling into local optima solution and difficult to converge…”
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Multi-objective high-dimensional multi-fractional-order optimization algorithm for multi-objective high-dimensional multi-fractional-order optimization controller parameters of doubly-fed induction generator-based wind turbines Autor Yin, Linfei, Ding, Wenyu

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A Zoning Search-Based Multimodal Multi-Objective Brain Storm Optimization Algorithm for Multimodal Multi-Objective Optimization Autor Fan, Jiajia, Huang, Wentao, Jiang, Qingchao, Fan, Qinqin

“… To achieve the above objectives, this article proposes a zoning search-based multimodal multi-objective brain storm optimization algorithm (ZS-MMBSO…”
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Multi-objective comprehensive teaching algorithm for multi-objective optimisation design of permanent magnet synchronous motor Autor Sun, Changle, Wen, Feng, Xiong, Wei, Wang, Haitao, Shang, Hongxu

“… Aiming at the complexity of PMSM optimisation and a large number of variables, multi-objective optimisation design of PMSM using a multi-objective comprehensive teaching algorithm (MCTA) is proposed…”
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A dynamic multi-objective optimization algorithm based on probability-driven prediction and correlation-guided individual transfer: PDP&CGIT: A Dynamic Multi-Objective Optimization Algorithm Autor Ge, Fangzhen, Zhao, Xuan, Chen, Debao, Shen, Longfeng, Liu, Huaiyu

“… To this end, this study proposes a dynamic multi-objective optimization algorithm based on probability-driven prediction and correlation-guided individual transfer (PDP&CGIT…”
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Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems Autor Mirjalili, Seyedali, Jangir, Pradeep, Saremi, Shahrzad

“… Also, the algorithm is applied to a variety of multi-objective engineering design problems…”
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Research on multi‐train energy saving optimization based on cooperative multi‐objective particle swarm optimization algorithm Autor Zhang, Yong, Zuo, Tingting, Zhu, Muhan, Huang, Cheng, Li, Jun, Xu, Zhiliang

“… The cooperative multi‐objective PSO algorithm was used to solve the model from the aspects of optimizing stop time and departure interval as well as the train speed curve…”
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Neural network prediction based on dung beetle optimization algorithm and engine performance emission optimization using multi-objective rime optimization algorithm Autor Dong, Aiqi, Cui, Hongjiang, Zhao, Chunce, Guan, Ying

“…In the continuously evolving field of multi-objective optimization algorithm(MOOA), a pioneering approach known as the multi-objective rime optimization algorithm…”
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Multi-objective spotted hyena optimizer: A Multi-objective optimization algorithm for engineering problems Autor Dhiman, Gaurav, Kumar, Vijay

“…•A novel multi-objective algorithm called Multi-objective Spotted Hyena Optimizer is proposed…”
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Grasshopper optimization algorithm for multi-objective optimization problems Autor Mirjalili, Seyedeh Zahra, Mirjalili, Seyedali, Saremi, Shahrzad, Faris, Hossam, Aljarah, Ibrahim

“…This work proposes a new multi-objective algorithm inspired from the navigation of grass hopper swarms in nature…”
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Multi-objective boxing match algorithm for multi-objective optimization problems Autor Tavakkoli-Moghaddam, Reza, Hosein Akbari, Amir, Tanhaeean, Mehrab, Moghdani, Reza, Gholian-Jouybari, Fatemeh, Hajiaghaei-Keshteli, Mostafa

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Simultaneous port number and location optimization of mold gates‐vents using in‐house coded stochastic multi‐objective optimization algorithm Autor Zade, Anita, Kumar, Subhank, Kuppusamy, Raghu Raja Pandiyan

“…This research introduces multi‐objective stochastic optimization (MOSO) and non‐dominated sorting differential evolution (NSDE…”
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Multi-objective chicken swarm optimization: A novel algorithm for solving multi-objective optimization problems Autor Zouache, Djaafar, Ould Arby, Yahya, Nouioua, Farid, Ben Abdelaziz, Fouad

“… In this paper, we extend the chicken swarm optimization (CSO) to solve multi-objective optimization problems…”
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Towards a multi-fidelity & multi-objective Bayesian optimization efficient algorithm Autor Charayron, Rémy, Lefebvre, Thierry, Bartoli, Nathalie, Morlier, Joseph

“… The purpose of this paper is to propose a multi-fidelity Bayesian optimization method that suits to multi-objective problem solving…”
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