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One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
Authors:  Zhang, Miao;  Li, Huiqi;  Pan, Shirui;  Chang, Xiaojun;  Zhou, Chuan;  Ge, Zongyuan;  Su, Steven
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Computer architecture  Training  Optimization  Neural networks  Search methods  Australia  Germanium  AutoML  neural architecture search  continual learning  catastrophic forgetting  novelty search  
Take Bitcoin into your portfolio: a novel ensemble portfolio optimization framework for broad commodity assets 期刊论文
Financial Innovation, 2021, 卷号: 7, 期号: 1
Authors:  Li,Yuze;  Jiang,Shangrong;  Wei,Yunjie;  Wang,Shouyang
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Portfolio optimization  Bitcoin  Deep learning  Reinforcement learning  Variational mode decomposition  
Optimal interception strategy of air defence missile system considering multiple targets and phases 期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY, 2021, 页码: 10
Authors:  Gao, Kaiye;  Xiao, Hui;  Qu, Li;  Wang, Shouyang
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Interception strategy  reliability  combinatorial optimization  missile-target defence  
A General Framework for Nonparametric Identification of Nonlinear Stochastic Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 6, 页码: 2449-2464
Authors:  Zhao, Wenxiao;  Weyer, Erik;  Yin, George
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Convex optimization  nonlinear autoregressive systems with exogenous inputs (NARX)  nonparametric  identification  stochastic approximation  strong consistency  
Design Improvement for Complex Systems with Uncertainty 期刊论文
MATHEMATICS, 2021, 卷号: 9, 期号: 11, 页码: 20
Authors:  Chen, Yue;  Shi, Jian;  Yi, Xiao-Jian
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robustness  hyper-box  uncertainty  optimization  key parameters  constraints  
A Review of Optimization of Microgrid Operation 期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 10, 页码: 39
Authors:  Gao, Kaiye;  Wang, Tianshi;  Han, Chenjing;  Xie, Jinhao;  Ma, Ye;  Peng, Rui
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microgrid operation  optimization  system structure  algorithm  literature bibliometric  
Dual-density-based reweighted l(1)-algorithms for a class of l(0)-minimization problems 期刊论文
JOURNAL OF GLOBAL OPTIMIZATION, 2021, 页码: 24
Authors:  Xu, Jialiang;  Zhao, Yun-Bin
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Merit functions for sparsity  l(0)-minimization  Dual-density-based algorithm  Strict complementarity  Bilevel optimization  Convex relaxation  
Decarbonizing China's power sector by 2030 with consideration of technological progress and cross-regional power transmission 期刊论文
ENERGY POLICY, 2021, 卷号: 150, 页码: 14
Authors:  Xiao, Jin;  Li, Guohao;  Xie, Ling;  Wang, Shouyang;  Yu, Lean
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Decarbonization  Power sector  Structural optimization  Technology learning curve  Cross-regional power transmission  
On some extended mixed integer optimization models of the Eisenberg-Noe model in systemic risk management 期刊论文
INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2021, 页码: 24
Authors:  Dong, Zhi-Long;  Peng, Jiming;  Xu, Fengmin;  Dai, Yu-Hong
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financial network  systemic risk  mixed integer programming  coefficient strengthening  sequential linear optimization  
Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems With Joint Transmit and Reflective Beamforming 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 卷号: 20, 期号: 2, 页码: 1379-1393
Authors:  Xie, Hailiang;  Xu, Jie;  Liu, Ya-Feng
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Array signal processing  MISO communication  Optimization  Wireless communication  Signal to noise ratio  Interference  Computational complexity  Intelligent reflecting surface (IRS)  multi-cell systems  multiple-input single-output (MISO)  coordinated transmit beamforming  reflective beamforming  optimization