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A Two-layer Encoding Learning Swarm Optimizer based on Frequent Itemsets for Sparse Large-scale Multi-objective Optimization
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1342-1357
作者:
Sheng Qi
;
Rui Wang
;
Tao Zhang
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浏览/下载:1/0
  |  
提交时间:2024/05/22
Evolutionary algorithms
learning swarm optimization
sparse large-scale optimization
sparse large-scale multi-objective problems
two-layer encoding
Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
作者:
Sheng Qi
;
Rui Wang
;
Tao Zhang
;
Weixiong Huang
;
Fan Yu
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浏览/下载:0/0
  |  
提交时间:2024/07/16
Evolutionary algorithms
pattern mining
sparse large-scale multi-objective problems (SLMOPs)
sparse large-scale optimization
Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1819-1835
作者:
Kangjia Qiao
;
Jing Liang
;
Kunjie Yu
;
Xuanxuan Ban
;
Caitong Yue
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浏览/下载:0/0
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提交时间:2024/07/16
Constrained multi-objective optimization (CMOPs)
evolutionary multitasking
knowledge transfer
single constraint
Dynamic adaptive multi-objective optimization algorithm based on type detection
期刊论文
INFORMATION SCIENCES, 2024, 卷号: 654, 页码: 16
作者:
Cai, Xingjuan
;
Wu, Linjie
;
Zhao, Tianhao
;
Wu, Di
;
Zhang, Wensheng
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  |  
浏览/下载:8/0
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提交时间:2024/02/22
Adaptive response strategy
Type detection
Dynamic multi-objective optimization
Transfer learning
Even Search in a Promising Region for Constrained Multi-Objective Optimization
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 474-486
作者:
Fei Ming
;
Wenyin Gong
;
Yaochu Jin
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  |  
浏览/下载:6/0
  |  
提交时间:2024/01/23
Constrained multi-objective optimization
even search
evolutionary algorithms
promising region
real-world problems
Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931
作者:
Fei Ming
;
Wenyin Gong
;
Ling Wang
;
Yaochu Jin
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浏览/下载:4/0
  |  
提交时间:2024/03/18
Constrained multi-objective optimization
deep Q-learning
deep reinforcement learning (DRL)
evolutionary algorithms
evolutionary operator selection
Hierarchical Multi-Objective Optimization for Dedicated Bus Punctuality and Supply-Demand Balance Control
期刊论文
SENSORS, 2023, 卷号: 23, 期号: 9, 页码: 18
作者:
Shang, Chunlin
;
Zhu, Fenghua
;
Xu, Yancai
;
Liu, Xiaoming
;
Jiang, Tianhua
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浏览/下载:5/0
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提交时间:2023/11/17
intelligent transportation system
hierarchical multi-objective optimization
driving speed decision-making
dedicated bus
Lagrangian multiplier method
Efficient Accelerator/Network Co-Search with Circular Greedy Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II: EXPRESS BRIEFS, 2023, 页码: 1-5
作者:
Liu, Zejian
;
Li, Gang
;
Cheng, Jian
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浏览/下载:16/0
  |  
提交时间:2023/06/19
Accelerator/Network Co-Search
Reinforcement Learning
Performance Estimation
Multi-objective Optimization
Evolutionary Multitasking With Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1951-1964
作者:
Kangjia Qiao
;
Jing Liang
;
Zhongyao Liu
;
Kunjie Yu
;
Caitong Yue
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  |  
浏览/下载:16/0
  |  
提交时间:2023/09/07
Constrained multi-objective optimization
evolutionary multitasking (EMT)
global auxiliary task
knowledge transfer
local auxiliary task
Multi-Objective Optimization for an Industrial Grinding and Classification Process Based on PBM and RSM
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2124-2135
作者:
Xiaoli Wang
;
Luming Liu
;
Lian Duan
;
Qian Liao
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  |  
浏览/下载:20/0
  |  
提交时间:2023/09/22
Decision-making technique
grinding process
multi-objective optimization
response surface method (RSM)
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