Výsledky vyhledávání - "large-scale multiobjective optimization algorithm"

A Stable Large-Scale Multiobjective Optimization Algorithm with Two Alternative Optimization Methods Autor Liu, Tianyu, Zhu, Junjie, Cao, Lei

“… This paper proposes a large-scale multiobjective optimization algorithm with two alternative optimization methods (LSMOEA-TM…”
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A Directional Vector-Guided Large-Scale MultiObjective Optimization Algorithm Autor Shen, Yuxue, Liu, Tianyu

“… This study proposes a directional vector-guided large-scale multiobjective optimization algorithm (DV-LSMOEA…”
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Real-Time Traffic Flow Prediction for 6G Enabled Intelligent Transportation System Autor Liu, Xin, Zhao, Haihang, Li, Jie, Han, Qi, Wu, Jingyuan

“… To address this issue, this paper constructs a deep fuzzy rough neural network model based on large-scale multiobjective optimization algorithm(LMO-DFRNN…”
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Parameter-Adaptive Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization Algorithm Autor Zhu, Haiyue, Chen, Qingda, Ding, Jinliang, Zhang, Xingyi, Wang, Hongfeng

“… To solve these problems, this paper presents a constrained large-scale multiobjective optimization algorithm based on adaptive paired offspring generation (aPOCEA…”
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Large-Scale Multiobjective Vehicle Task Offloading Optimization Based on Cloud-Edge-End Collaboration for 6G Enabled Transport Systems Autor Liu, Xin, Li, Wenzhuo, Cao, Bin, Wang, Shuqiang, Lyu, Zhihan

“…The rapid expansion of intelligent vehicles in 6G networks has intensified the demand for real-time task processing. However, traditional cloud-edge…”
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Effects of Pareto Set on the Performance of Problem Reformulation-Based Large-Scale Multiobjective Optimization Algorithms Autor Gu, Haoran, Wang, Handing, Jin, Yaochu

“…Recently, a number of evolutionary algorithms (EAs) have been proposed for large-scale multiobjective optimization. Among them, due to the high efficiency, the…”
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Improved large-scale multi-objective competitive swarm optimizer with direction learning and decision enhancement Autor Zou, Juan, Zhou, Maolin, Hou, Zhanglu, Liu, Yuan, Bai, Hui, Zheng, Jinhua

“…) of the problem, it needs strong convergence ability and good distributed search ability. In this paper, a new large-scale multiobjective optimization algorithm is proposed to solve this problem…”
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A large-scale multiobjective evolutionary algorithm with overlapping decomposition and adaptive reference point selection Autor Gao, Mengqi, Feng, Xiang, Yu, Huiqun, Li, Xiuquan

“…Many large-scale multiobjective optimization problems with large decision space hinder the convergence search of evolutionary algorithms in various practical…”
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Solving large-scale multiobjective optimization via the probabilistic prediction model Autor Hong, Haokai, Ye, Kai, Jiang, Min, Cao, Donglin, Tan, Kay Chen

“… In this paper, we propose a large-scale multiobjective optimization algorithm based on the probabilistic prediction model, called LMOPPM, to establish a generating-filtering strategy and tackle the LSMOP…”
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Large-Scale Multiobjective Edge Server Offloading Optimization for Task-Intensive Vehicle-Road Cooperation Autor Cao, Bin, Han, Qi, Wang, Shuqiang, Lyu, Zhihan

“… To improve the offloading performance of VEC, we propose a large-scale multiobjective optimization algorithm with hybrid directed sampling and adaptive offspring generation (LMOEA-HDGS…”
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Balancing Exploration and Exploitation for Solving Large-scale Multiobjective Optimization via Attention Mechanism Autor Hong, Haokai, Jiang, Min, Feng, Liang, Lin, Qiuzhen, Tan, Kay Chen

“…Large-scale multiobjective optimization problems (LSMOPs) refer to optimization problems with multiple con-flicting optimization objectives and hundreds or…”
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Balancing Exploration and Exploitation for Solving Large-scale Multiobjective Optimization via Attention Mechanism Autor Hong, Haokai, Jiang, Min, Liang, Feng, Lin, Qiuzhen, Kay Chen Tan

“…Large-scale multiobjective optimization problems (LSMOPs) refer to optimization problems with multiple conflicting optimization objectives and hundreds or even…”
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Improving Performance Insensitivity of Large-scale Multiobjective Optimization via Monte Carlo Tree Search Autor Hong, Haokai, Jiang, Min, Yen, Gary G

“…The large-scale multiobjective optimization problem (LSMOP) is characterized by simultaneously optimizing multiple conflicting objectives and involving…”
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Improving Performance Insensitivity of Large-Scale Multiobjective Optimization via Monte Carlo Tree Search Autor Hong, Haokai, Jiang, Min, Yen, Gary G.

“… However, existing large-scale multiobjective optimization algorithms often focus on improving algorithm performance, but pay little attention to improving the insensitivity characteristic of algorithms…”
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A chaotic differential evolution and symmetric direction sampling for large-scale multiobjective optimization Autor Gu, Qinghua, Huang, Siping, Wang, Qian, Li, Xuexian, Liu, Di

“…As large-scale multiobjective optimization problems (LSMOPs) contain many decision variables, most existing large-scale multiobjective optimization algorithms (LSMOEAs…”
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A Flexible Ranking-Based Competitive Swarm Optimizer for Large-Scale Continuous Multiobjective Optimization Autor Gao, Xiangzhou, Song, Shenmin, Zhang, Hu, Wang, Zhenkun

“…Due to the curse of dimensionality, the search efficiency of existing operators in large-scale decision space deteriorates dramatically. The competitive swarm…”
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A two-space-decomposition-based evolutionary algorithm for large-scale multiobjective optimization Autor Yin, Feng, Cao, Bin

“… However, existing large-scale multiobjective optimization algorithms (MOEAs) prefer to directly use environmental selection methods designed for small-scale optimization problems…”
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