PENALTY

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Collaborative Decomposition Multi-Objective Improved Elephant Clan Optimization Based on Penalty-Based and Normal Boundary Intersection
《Computers, Materials & Continua》2025年第5期2505-2523,共19页Mengjiao Wei Wenyu Liu 
In recent years,decomposition-based evolutionary algorithms have become popular algorithms for solving multi-objective problems in real-life scenarios.In these algorithms,the reference vectors of the Penalty-Based bou...
关键词：Multi-objective optimization elephant clan optimization algorithm collaborative decomposition new individual selection mechanism diversity preservation 
Low-entropy-penalty synthesis of giant macrocycles for good self-assembly and emission enhancement
《Aggregate》2024年第6期163-172,共10页Xiao-Na Sun Ao Liu Kaidi Xu Zhe Zheng Kai Xu Ming Dong Bo Ding Jian Li Zhi-Yuan Zhang Chunju Li 
National Natural Science Foundation of China,Grant/Award Numbers:21971192,22201211;Open Research Fund of School of Chemistry and Chemical Engineering,Henan Normal University;Natural Science Foundation of Tianjin Municipality,Grant/Award Numbers:22JCQNJC00190,23JCZDJC00660。
Macrocycles are key tools for molecular recognition and self-assembly.However,traditionally prevalent macrocyclic compounds exhibit specific cavities with diameters usually less than 1 nm,limiting their range of appli...
关键词：entropy penalty giant macrocycles PHOTOLUMINESCENCE SELF-ASSEMBLY supramolecular chemistry 
Single-Machine Scheduling with Step-Deteriorating Jobs and Rejection
《Journal of the Operations Research Society of China》2024年第4期1088-1102,共15页Fan-Yu Kong Cui-Xia Miao Yu-Jia Huo Jia-Xin Song Yu-Zhong Zhang 
supported by the National Natural Science Foundation of China(Nos.12271295 and 12001313);the Provincial Natural Science Foundation of Shandong(No.ZR2022MA019).
In this paper,we consider the single-machine scheduling with step-deteriorating jobs and rejection.Each job is either rejected by paying a rejection penalty,or accepted and processed on the single machine,and the actu...
关键词：SCHEDULING Step-deteriorating Rejection penalty NP-HARD Fully polynomial time approximation scheme 
Analysis of Heterogeneous Networks with Unknown Dependence Structure
《Acta Mathematica Sinica,English Series》2024年第12期2953-2983,共31页Fang Mei HOU Jia Xin LIU Shao Gao Lü Hua Zhen LIN 
Supported by National Key R&D Program of China (Grant No. 2022YFA1003702);National Natural Science Foundation of China (Grant No. 11931014);New Cornerstone Science Foundation
In multiple heterogeneous networks,developing a model that considers both individual and shared structures is crucial for improving estimation efficiency and interpretability.In this paper,we introduce a semi-parametr...
关键词：Network data single-indexing network weights nonparametric GMM estimation pairwise penalty 
Data-Driven Structural Topology Optimization Method Using Conditional Wasserstein Generative Adversarial Networks with Gradient Penalty
《Computer Modeling in Engineering & Sciences》2024年第12期2065-2085,共21页Qingrong Zeng Xiaochen Liu Xuefeng Zhu Xiangkui Zhang Ping Hu 
supported by the National Key Research and Development Projects (Grant Nos.2021YFB3300601,2021YFB3300603,2021YFB3300604);Fundamental Research Funds for the Central Universities (No.DUT22QN241).
Traditional topology optimization methods often suffer from the“dimension curse”problem,wherein the com-putation time increases exponentially with the degrees of freedom in the background grid.Overcoming this challe...
关键词：Real-time topology optimization conditional generative adversarial networks dimension curse CMES 2024 vol.141 no.3 
A Sparse Optimal Scoring Model with Adherent Penalty
《数学理论与应用》2024年第4期100-115,共16页Hou Dandan Liu Yongjin 
supported by the National Natural Science Foundation of China(No.12271097);the Key Program of National Science Foundation of Fujian Province of China(No.2023J02007);the Central Guidance on Local Science and Technology Development Fund of Fujian Province(No.2023L3003);the Fujian Alliance of Mathematics(No.2023SXLMMS01)。
We consider the task of binary classification in the high-dimensional setting where the number of features of the given data is larger than the number of observations.To accomplish this task,we propose an adherently p...
关键词：Sparse discriminant analysis Optimal scoring Feature selection BCD method SSNAL algorithm 
Adaptive multiscale wavelet-guided periodic sparse representation for bearing incipient fault feature extraction
《Science China(Technological Sciences)》2024年第11期3585-3596,共12页NIU MaoGui JIANG HongKai YAO RenHe 
supported by the National Natural Science Foundation of China (Grant No. 51875459)。
Currently, accurately extracting early-stage bearing incipient fault features is urgent and challenging. This paper introduces a novel method called adaptive multiscale wavelet-guided periodic sparse representation(AM...
关键词：incipient fault feature extraction dual-tree complex wavelet transform generalized minimax concave penalty periodic sparse representation 
AI Increasingly Makes the Calls,But Human Referees Still Rule—Mostly
《Engineering》2024年第11期9-11,共3页Mitch Leslie 
On 14 July 2024,less than five minutes remained in the cham-pionship match of the Euro 2024 tournament to determine the best national soccer team in Europe.Spain and England were tied 1-1 when Spanish player Mikel Oya...
关键词：PENALTY PLAYER STILL 
Improved Variable Forgetting Factor Proportionate RLS Algorithm with Sparse Penalty and Fast Implementation Using DCD Iterations
《China Communications》2024年第10期16-27,共12页Han Zhen Zhang Fengrui Zhang Yu Han Yanfeng Jiang Peng 
supported by National Key Research and Development Program of China(2020YFB0505803);National Key Research and Development Program of China(2016YFB0501700)。
The proportionate recursive least squares(PRLS)algorithm has shown faster convergence and better performance than both proportionate updating(PU)mechanism based least mean squares(LMS)algorithms and RLS algorithms wit...
关键词：dichotomous coordinate descent proportionate matrix RLS sparse systems variable forgetting factor 
On the Dilemma of Contemporary Liberal Theory of Moral Rights for Penalty Justification——Exemplified by the Right to Personal Liberty
《The Journal of Human Rights》2024年第4期951-975,共25页ZHANG Fengming LIU Zuoyong 
the phased achievement of the 2023university(college)-level research program of the Party School of the Central Committee of C.P.C(National Academy of Governance):Research on the Legal Foundation of Digital Human Rights and Its Legal Guarantee Approaches。
Contemporary liberal theory on moral rights argues that moral rights associated with personal liberty constitute a strong constraint on the boundaries of state power.Therefore,the core issue of the penalty justificati...
关键词：moral rights penalty justification consent forfeiture DEPRIVATION 
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