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DYNAMICAL_SYSTEM: 作品数：184被引量：216H指数：7; 导出分析报告; 相关作者：李远禄徐瑞于盛林阳平华李伟更多>>; 相关机构：中国人民解放军军械工程学院南京航空航天大学浙江师范大学西安电子科技大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家重点基础研究发展计划河南省自然科学基金中国博士后科学基金更多>>

Exploiting a No-Regret Opponent in Repeated Zero-Sum Games: 《Journal of Shanghai Jiaotong university(Science)》2025年第2期385-398,共14页LI Kai HUANG Wenhan LI Chenchen DENG Xiaotie; the Science and Technology Innovation 2030-"New Generation Artificial Intelligence"Major Project(No.2018AAA0100901)。; In repeated zero-sum games,instead of constantly playing an equilibrium strategy of the stage game,learning to exploit the opponent given historical interactions could typically obtain a higher utility.However,when pl...; 关键词：no-regret learning repeated game opponent exploitation opponent modeling dynamical system system identification recurrent neural network(RNN)

Numerical Study of Dynamical System Using Deep Learning Approach: 《Open Journal of Applied Sciences》2025年第2期425-432,共8页Manana Chumburidze Miranda Mnatsakaniani David Lekveishvili Nana Julakidze; This article is devoted to developing a deep learning method for the numerical solution of the partial differential equations (PDEs). Graph kernel neural networks (GKNN) approach to embedding graphs into a computation...; 关键词：Deep Learning Graph Kernel Network Green’s Tensor

Neural Liénard system: learning periodic manipulation skills through dynamical systems: 《Science China(Information Sciences)》2024年第12期252-267,共16页Haoyu ZHANG Long CHENG Yu ZHANG Yifan WANG; supported in part by National Natural Science Foundation of China (Grant Nos.62025307,62333023,62311530097);Beijing Municipal Natural Science Foundation (Grant No.L243014);CAS Project for Young Scientists in Basic Research (Grant No.YSBR-034)。; Learning from demonstrations provides effective methods for teaching robot manipulation skills.However, capturing periodic manipulation skills remains challenging with the current techniques. To address this gap, we i...; 关键词：learning from demonstrations stable dynamical system periodic motions

Solitary,periodic,kink wave solutions of a perturbed high-order nonlinear Schrödinger equation via bifurcation theory: 《Propulsion and Power Research》2024年第3期433-444,共12页Qiancheng Ouyang Zaiyun Zhang Qiong Wang Wenjing Ling Pengcheng Zou Xinping Li; supported by Hunan Provincial Natural Science Foundation of China Grant No.2021JJ30297;Scientific Research Fund of Hunan Provincial Education Department No.22A0478 and No.22C0365;Hunan Province Graduate Research Innovation,China Project No.CX20231208;Research and Innovation team of Hunan Institute of Science and Technology (Grant No.2019-TD-15).; In this paper,by using the bifurcation theory for dynamical system,we construct traveling wave solutions of a high-order nonlinear Schrödinger equation with a quintic nonlin-earity.Firstly,based on wave variables,the ...; 关键词：Traveling wave solution High-order nonlinear Schrödinger equation Bifurcation theory Dynamical system Hamiltonian system

A Dynamical System-Based Framework for Dimension Reduction: 《Communications on Applied Mathematics and Computation》2024年第2期757-789,共33页Ryeongkyung Yoon Braxton Osting; the NSF DMS 17-52202.; We propose a novel framework for learning a low-dimensional representation of data based on nonlinear dynamical systems,which we call the dynamical dimension reduction(DDR).In the DDR model,each point is evolved via a...; 关键词：Dimension reduction Equation discovery Dynamical systems Adjoint method Optimal transportation

Groupoid Approach to Ergodic Dynamical System of Commutative von Neumann Algebra: 《Advances in Pure Mathematics》2024年第3期167-184,共18页Nicholas O. Okeke Murphy E. Egwe; Given a compact and regular Hausdorff measure space (X, μ), with μ a Radon measure, it is known that the generalised space M(X) of all the positive Radon measures on X is isomorphic to the space of essentially bound...; 关键词：Measure Groupoid Groupoid Equivalence Ergodic Action Convolution Algebra von Neumann Algebra Generalized Space

Approximation of the Long-Time Dynamics of the Dynamical System Generated by the Ginzburg-Landau Equation: 《Communications in Mathematical Research》2023年第4期501-522,共22页Cristina Tone Florentina Tone; In this article we consider the(complex)Ginzburg-Landau equation,we discretize in time using the implicit Euler scheme,and with the aid of the discrete Gronwall lemma and of the discrete uniform Gronwall lemma we prov...; 关键词：Ginzburg-Landau equation implicit Euler scheme long-time stability at-tractors

A New Fixed-Time Dynamical Systemfor Absolute Value Equations被引量：1: 《Numerical Mathematics(Theory,Methods and Applications)》2023年第3期622-633,共12页Xuehua Li Dongmei Yu Yinong Yang Deren Han Cairong Chen; supported partially by the National Natural Science Foundation of China(Grant No.12201275);by the Ministry of Education in China of Humanities and Social Science Project(Grant No.21YJCZH204);by the Liaoning Provincial Department of Education(Grant Nos.LJKFZ20220198,2023lslqnkt-044);supported partially by the National Natural Science Foundation of China(Grant No.12101281);supported partially by the National Natural Science Foundation of China(Grant Nos.12131004,11625105);by the Ministry of Science and Technology of China(Grant No.2021YFA1003600);supported partially by the National Natural Science Foundation of China(Grant No.11901024);by the Natural Science Foundation of Fujian Province(Grant No.2021J01661).; A novel dynamical model with fixed-time convergence is presented to solve the system of absolute value equations(AVEs).Under a mild condition,it is proved that the solution of the proposed dynamical system converges t...; 关键词：Absolute value equation fixed-time convergence dynamical system numerical simulation

Isola in a linear one-degree-of-freedom feedback system with actuator rate saturation: 《International Journal of Mechanical System Dynamics》2023年第3期186-191,共6页Duc H.Nguyen Thomas L.Hill Mark H.Lowenberg; This short communication uses numerical continuation to highlight the existence of an isola in a simple one-degree-of-freedom harmonically forced feedback system with actuator rate limiting as its only nonlinear eleme...; 关键词：frequency response harmonic forcing rate saturation isola dynamical system

Dynamic scaling characteristics of single-phase natural circulation based on different strain transformations: 《Nuclear Science and Techniques》2023年第9期128-141,共14页Jia-Ning Xu Xiang-Bin Li Zhong-Yi Wang Yu-Sheng Liu De-Chen Zhang Qiao Wu; To understand the dynamical system scaling(DSS)analysis theory,the applicability of DSSβ-andω-strain transformation methods for the scaling analysis of complex loops was explored.A simplified model consisting of two...; 关键词：Dynamical system scaling analysis β-strain transformation ω-strain transformation Natural circulation

DYNAMICAL_SYSTEM