Communications in Nonlinear Science and Numerical Simulation最新文献

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Dynamic stochastic optimization for sustainability and management of overconsumption 过度消费可持续性与管理的动态随机优化
IF 3.4 2区 数学
Communications in Nonlinear Science and Numerical Simulation Pub Date : 2025-05-26 DOI: 10.1016/j.cnsns.2025.108960
Rosella Castellano , Roy Cerqueti
{"title":"Dynamic stochastic optimization for sustainability and management of overconsumption","authors":"Rosella Castellano ,&nbsp;Roy Cerqueti","doi":"10.1016/j.cnsns.2025.108960","DOIUrl":"10.1016/j.cnsns.2025.108960","url":null,"abstract":"<div><div>This paper deals with an intergenerational utility maximization problem for consuming a naturally exhaustible resource. In this context, we are at odds with the unfair standard procedure of applying a time-dependent factor for discounting the utility and introducing a suitable function for penalizing overconsumption. A finite-time horizon dynamic stochastic optimization problem is presented to achieve the desired target. We provide a closed-form solution to the problem which does not lead forcefully to the classical golden rule outcome of not consuming now to save the future. The theoretical findings are validated through extensive numerical experiments, with a parameter set selected based on empirical data. Such experiments highlight that optimal consumption depends strongly on the natural resource regeneration rate and the initial value of the stock.</div></div>","PeriodicalId":50658,"journal":{"name":"Communications in Nonlinear Science and Numerical Simulation","volume":"149 ","pages":"Article 108960"},"PeriodicalIF":3.4,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144138637","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characterization of quasi-periodic dynamics of a magnetic nanoparticle 磁性纳米粒子的准周期动力学表征
IF 3.4 2区 数学
Communications in Nonlinear Science and Numerical Simulation Pub Date : 2025-05-22 DOI: 10.1016/j.cnsns.2025.108942
J.A. Vélez , L.M. Pérez , A.E. Pizarro , L. Pedraja-Rejas , O.J. Suarez , R. Hernández-García , R.J. Barrientos , J. Bragard , D. Laroze , R.M. Otxoa
{"title":"Characterization of quasi-periodic dynamics of a magnetic nanoparticle","authors":"J.A. Vélez ,&nbsp;L.M. Pérez ,&nbsp;A.E. Pizarro ,&nbsp;L. Pedraja-Rejas ,&nbsp;O.J. Suarez ,&nbsp;R. Hernández-García ,&nbsp;R.J. Barrientos ,&nbsp;J. Bragard ,&nbsp;D. Laroze ,&nbsp;R.M. Otxoa","doi":"10.1016/j.cnsns.2025.108942","DOIUrl":"10.1016/j.cnsns.2025.108942","url":null,"abstract":"<div><div>This work presents a systematic characterization of the quasi-periodic dynamics of a uniaxial anisotropic magnetic nanoparticle under the influence of a time-varying external magnetic field. Using the Landau–Lifshitz–Gilbert (LLG) formalism, we analyze the response of the system as a function of key parameters, particularly focusing on the effects of magnetic anisotropy and dissipation. Through an extensive numerical exploration, we identify transitions between periodic, quasi-periodic, and chaotic regimes, employing Lyapunov exponents, isospike diagrams, Fourier spectra, and winding number calculations. The results reveal that the anisotropy parameter strongly influences the asymmetry of the dynamical states, leading to distinct behaviors along the easy and hard anisotropy axes. Additionally, at low dissipation, direct transitions between quasi-periodic and chaotic states emerge as a function of the external field, while at higher dissipation, periodic states dominate. The winding number analysis uncovers complex hierarchical structures, including self-similar step-like formations characteristic of the so-called Devil’s staircase phenomenon, along with a granular transition mechanism between quasi-periodic and chaotic states. Furthermore, the role of initial conditions is explored, demonstrating the presence of multistability, where different attractors coexist depending on the initial configuration. These results contribute to a deeper understanding of the nonlinear magnetization dynamics in anisotropic nanoparticles and may serve as a reference for future studies exploring the influence of quasi-periodic behavior in spintronic systems.</div></div>","PeriodicalId":50658,"journal":{"name":"Communications in Nonlinear Science and Numerical Simulation","volume":"149 ","pages":"Article 108942"},"PeriodicalIF":3.4,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144138636","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exponential stability of fractional order impulsive switched system with stable and unstable subsystems 具有稳定和不稳定子系统的分数阶脉冲切换系统的指数稳定性
IF 3.4 2区 数学
Communications in Nonlinear Science and Numerical Simulation Pub Date : 2025-05-22 DOI: 10.1016/j.cnsns.2025.108940
Qinqin Liao, Danfeng Luo
{"title":"Exponential stability of fractional order impulsive switched system with stable and unstable subsystems","authors":"Qinqin Liao,&nbsp;Danfeng Luo","doi":"10.1016/j.cnsns.2025.108940","DOIUrl":"10.1016/j.cnsns.2025.108940","url":null,"abstract":"<div><div>The exponential stability of the Caputo fractional order impulsive switched system (CFOISS) consisting of stable and unstable subsystems is addressed in this paper. We integrate the multiple Lyapunov function (MLFs) approach, the mode-dependent average dwell time (MDADT) method, and the fast-slow switching concept to handle the switched sequence. In order to better represent the impulse, we further employ the mode-dependent average impulsive interval (MDAII) technique to process the impulsive sequence. The relationship between impulsive intensity, system mode, MDADT and MDAII is successfully established by considering the synchronization and complete asynchronism of impulse and switched time, respectively, and a set of low conservative sufficient conditions is derived. The results show that CFOISS can achieve exponential stability under certain switching rule when the state trajectory can be compensated by the slow switching stable subsystem for the impact of the quick switching unstable subsystem, and the jump of the impulsive point is within a certain range. Finally, the stability of the proposed method is verified by several numerical simulation examples.</div></div>","PeriodicalId":50658,"journal":{"name":"Communications in Nonlinear Science and Numerical Simulation","volume":"149 ","pages":"Article 108940"},"PeriodicalIF":3.4,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144125016","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
QGCD algorithm for solving quaternion equation and its application in color image encryption 求解四元数方程的QGCD算法及其在彩色图像加密中的应用
IF 3.4 2区 数学
Communications in Nonlinear Science and Numerical Simulation Pub Date : 2025-05-21 DOI: 10.1016/j.cnsns.2025.108943
Manli Wang , Caiqin Song , V.I. Vasil’ev , Gang Wang
{"title":"QGCD algorithm for solving quaternion equation and its application in color image encryption","authors":"Manli Wang ,&nbsp;Caiqin Song ,&nbsp;V.I. Vasil’ev ,&nbsp;Gang Wang","doi":"10.1016/j.cnsns.2025.108943","DOIUrl":"10.1016/j.cnsns.2025.108943","url":null,"abstract":"<div><div>In this work, a new QGCD iterative algorithm is presented for finding the solution of a class of quaternion matrix equation. It is proved that if the studied quaternion matrix equation is consistent, the constructed algorithm can obtain the solution within finite iterative steps in the absence of round-off errors. Moreover, if the investigated quaternion matrix equation is inconsistent, the constructed algorithm can calculate the least squares solution within finite iterative steps in the absence of round-off errors for any (special) initial matrix. Moreover, a few of numerical examples are proposed to verify the effectiveness and superiority of the new algorithm and testify the conclusions suggested in this paper. Finally, the QGCD algorithm is applied to color image encryption, and the effectiveness of encryption is evaluated from four aspects, verifying the effectiveness of the encryption.</div></div>","PeriodicalId":50658,"journal":{"name":"Communications in Nonlinear Science and Numerical Simulation","volume":"149 ","pages":"Article 108943"},"PeriodicalIF":3.4,"publicationDate":"2025-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144125017","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis on mixed types of waves for an SIR epidemic model with infection–age structure and spatial diffusion 具有感染年龄结构和空间扩散的SIR流行病模型的混合波型分析
IF 3.4 2区 数学
Communications in Nonlinear Science and Numerical Simulation Pub Date : 2025-05-21 DOI: 10.1016/j.cnsns.2025.108928
Xin Wu , Rong Yuan , Fangyuan Chen
{"title":"Analysis on mixed types of waves for an SIR epidemic model with infection–age structure and spatial diffusion","authors":"Xin Wu ,&nbsp;Rong Yuan ,&nbsp;Fangyuan Chen","doi":"10.1016/j.cnsns.2025.108928","DOIUrl":"10.1016/j.cnsns.2025.108928","url":null,"abstract":"<div><div>In Wu et al. (2021), Wu et al. studied an SIR epidemic model incorporating infection–age structure and spatial diffusion. It focused on the existence of traveling wave solutions when the diffusion coefficients met a technical condition (i.e., <span><math><mrow><msub><mrow><mi>d</mi></mrow><mrow><mn>3</mn></mrow></msub><mo>≤</mo><mn>2</mn><msub><mrow><mi>d</mi></mrow><mrow><mn>2</mn></mrow></msub></mrow></math></span>). Moreover, the question of the existence of traveling wave solutions with <span><math><mrow><mi>c</mi><mo>=</mo><msup><mrow><mi>c</mi></mrow><mrow><mo>∗</mo></mrow></msup></mrow></math></span> remains open. This paper employs an approach rooted in the Schauder’s fixed-point theory, along with sophisticated upper and lower solution techniques, to show the existence of the super-critical and critical traveling wave solutions. Notably, it is established that the existence of this traveling wave solution is independent of the relative diffusivity ratio.</div></div>","PeriodicalId":50658,"journal":{"name":"Communications in Nonlinear Science and Numerical Simulation","volume":"149 ","pages":"Article 108928"},"PeriodicalIF":3.4,"publicationDate":"2025-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144125018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deflation-based certified greedy algorithm and adaptivity for bifurcating nonlinear PDEs 分岔非线性偏微分方程的基于通缩的认证贪婪算法及其自适应性
IF 3.4 2区 数学
Communications in Nonlinear Science and Numerical Simulation Pub Date : 2025-05-20 DOI: 10.1016/j.cnsns.2025.108941
Federico Pichi , Maria Strazzullo
{"title":"Deflation-based certified greedy algorithm and adaptivity for bifurcating nonlinear PDEs","authors":"Federico Pichi ,&nbsp;Maria Strazzullo","doi":"10.1016/j.cnsns.2025.108941","DOIUrl":"10.1016/j.cnsns.2025.108941","url":null,"abstract":"<div><div>This work deals with tailored reduced order models for bifurcating nonlinear parametric partial differential equations, where multiple coexisting solutions arise for a given parametric instance. Approaches based on proper orthogonal decomposition have been widely investigated in the literature, but they usually rely on some <em>a-priori</em> knowledge about the bifurcating model and lack any error estimation. On the other hand, standard certified reduced basis techniques fail to represent correctly the branching behavior, since the error estimator is no longer reliable. The main goal of the contribution is to overcome these limitations by introducing two novel algorithms: (i) the adaptive-greedy, detecting the bifurcation point starting from scarce information over the parametric space, and (ii) the deflated-greedy, certifying multiple coexisting branches simultaneously. The former approach takes advantage of the features of the reduced manifold to detect the bifurcation, while the latter exploits the deflation and continuation methods to discover the bifurcating solutions and enrich the reduced space. We test the two strategies for the Coanda effect held by the Navier–Stokes equations in a sudden-expansion channel. The accuracy of the approach and the error certification are compared with vanilla-greedy and proper orthogonal decomposition.</div></div>","PeriodicalId":50658,"journal":{"name":"Communications in Nonlinear Science and Numerical Simulation","volume":"149 ","pages":"Article 108941"},"PeriodicalIF":3.4,"publicationDate":"2025-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144105821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-order mass- and energy-conserving methods for the coupled nonlinear Schrödinger equation 耦合非线性Schrödinger方程的高阶质量和能量节约方法
IF 3.4 2区 数学
Communications in Nonlinear Science and Numerical Simulation Pub Date : 2025-05-20 DOI: 10.1016/j.cnsns.2025.108944
Pingrui Zhang , Li Xia , Hui Zhang , Xiaoyun Jiang
{"title":"High-order mass- and energy-conserving methods for the coupled nonlinear Schrödinger equation","authors":"Pingrui Zhang ,&nbsp;Li Xia ,&nbsp;Hui Zhang ,&nbsp;Xiaoyun Jiang","doi":"10.1016/j.cnsns.2025.108944","DOIUrl":"10.1016/j.cnsns.2025.108944","url":null,"abstract":"<div><div>A novel high-order numerical method, specifically designed to preserve the mass and energy invariants of the coupled nonlinear Schrödinger equation (CNLS) is introduced. This algorithm integrates Gauss collocation schemes for temporal discretization with finite element methods for spatial discretization, enhanced by a post-processing correction procedure that ensures mass and energy conservation at each time step. The theoretical framework for the proposed method rigorously establishes the existence, uniqueness, and high-order convergence of the numerical solutions. In particular, the error of our proposed scheme is proven to converge at the rate of <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msup><mrow><mi>τ</mi></mrow><mrow><mi>k</mi><mo>+</mo><mn>1</mn></mrow></msup><mo>+</mo><msup><mrow><mi>h</mi></mrow><mrow><mi>p</mi></mrow></msup><mo>)</mo></mrow></mrow></math></span> in the <span><math><mrow><msup><mrow><mi>L</mi></mrow><mrow><mi>∞</mi></mrow></msup><mrow><mo>(</mo><mn>0</mn><mo>,</mo><mi>T</mi><mo>;</mo><msup><mrow><mi>H</mi></mrow><mrow><mn>1</mn></mrow></msup><mo>)</mo></mrow></mrow></math></span>-norm, where <span><math><mi>τ</mi></math></span> and <span><math><mi>h</mi></math></span> denote the temporal and spatial step sizes, respectively, and <span><math><mi>k</mi></math></span> and <span><math><mi>p</mi></math></span> represent the degrees of the temporal and spatial finite element approximations, which can be arbitrarily high. The error analysis explicitly accounts for the cumulative effects of the post-processing correction across all time levels. A series of numerical experiments are presented to validate the proposed method, demonstrating its capacity to conserve mass and energy precisely, achieve high-order accuracy, and accurately capture soliton, bi-soliton and plane wave dynamics.</div></div>","PeriodicalId":50658,"journal":{"name":"Communications in Nonlinear Science and Numerical Simulation","volume":"149 ","pages":"Article 108944"},"PeriodicalIF":3.4,"publicationDate":"2025-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144115293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DDoS attack on wireless cyber–physical systems: A Stackelberg game approach 无线网络物理系统的DDoS攻击:Stackelberg游戏方法
IF 3.4 2区 数学
Communications in Nonlinear Science and Numerical Simulation Pub Date : 2025-05-19 DOI: 10.1016/j.cnsns.2025.108945
Lianghong Peng, Youwen Yi, Zhijian Ji
{"title":"DDoS attack on wireless cyber–physical systems: A Stackelberg game approach","authors":"Lianghong Peng,&nbsp;Youwen Yi,&nbsp;Zhijian Ji","doi":"10.1016/j.cnsns.2025.108945","DOIUrl":"10.1016/j.cnsns.2025.108945","url":null,"abstract":"<div><div>This paper delves into the network security issues of cyber–physical systems (CPSs), where malicious agents can launch distributed denial-of service (DDoS) attacks to disrupt communication channels between sensors and remote estimator. Addressing the strategic interaction between defenders and DDoS attacker, we establish a two-player zero-sum stochastic game framework that portrays the interaction as a dynamic Stackelberg non-cooperative game to deal with the impact of DDoS attacks on CPSs. Using refined Bayesian Nash equilibrium, we determine optimal attack-defense strategies and analyze scenarios with incomplete information. Notably, attacker can access sensor transmission power before acting, prompting us to propose solutions and optimal strategy algorithms. In simulations, we explore three transmission power ranges and thoroughly examine their impact on the utility functions of both attacker and defenders.</div></div>","PeriodicalId":50658,"journal":{"name":"Communications in Nonlinear Science and Numerical Simulation","volume":"149 ","pages":"Article 108945"},"PeriodicalIF":3.4,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144105825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An adaptive optimal selection approach of the Mixture-of-Experts model embedded with PINNs for one-dimensional hyperbolic conservation laws 一维双曲型守恒律嵌入pin的混合专家模型自适应优化选择方法
IF 3.4 2区 数学
Communications in Nonlinear Science and Numerical Simulation Pub Date : 2025-05-19 DOI: 10.1016/j.cnsns.2025.108936
Jiaqian Dan, Jiebao Sun, Jia Li, Shengzhu Shi
{"title":"An adaptive optimal selection approach of the Mixture-of-Experts model embedded with PINNs for one-dimensional hyperbolic conservation laws","authors":"Jiaqian Dan,&nbsp;Jiebao Sun,&nbsp;Jia Li,&nbsp;Shengzhu Shi","doi":"10.1016/j.cnsns.2025.108936","DOIUrl":"10.1016/j.cnsns.2025.108936","url":null,"abstract":"<div><div>In this paper, we propose a method of the mixture-of-experts (MoE) model embedded with physics-informed neural networks (PINNs) for the hyperbolic conservation laws. The issue on solving hyperbolic conservation laws with PINNs is still challenging since the solutions of conservation laws may contain discontinuities. PINNs, as functional approximators, nearly fail in such cases, and numerical solutions for its variants may suffer from various problems. Some specially designed variants of PINNs can be well applied to specific hyperbolic equations, but these models usually pay less attention to the generalization capability, and improvement can be made in computing efficiency. In view of this, we propose the adaptive algorithm that embeds PINNs with different strategies into the MoE model, which the algorithm selects “experts of PINNs” through a gating network, choosing the optimal strategy that every “expert” shows its expertise for different structures of the solution. We prove that the generalization error of the proposed model is not higher than that of any single expert, and the bounds for generalization error are also obtained. The numerical experiment results demonstrate the validity of our model and confirm the algorithm’s generalization capability that it is fully adaptable for different equations.</div></div>","PeriodicalId":50658,"journal":{"name":"Communications in Nonlinear Science and Numerical Simulation","volume":"149 ","pages":"Article 108936"},"PeriodicalIF":3.4,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144105113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mixed set-valued stochastic differential equations: Existence, uniqueness and averaging principle 混合集值随机微分方程:存在性、唯一性及平均原理
IF 3.4 2区 数学
Communications in Nonlinear Science and Numerical Simulation Pub Date : 2025-05-19 DOI: 10.1016/j.cnsns.2025.108935
Peiguang Wang , Beibei Li , Hairong Lian
{"title":"Mixed set-valued stochastic differential equations: Existence, uniqueness and averaging principle","authors":"Peiguang Wang ,&nbsp;Beibei Li ,&nbsp;Hairong Lian","doi":"10.1016/j.cnsns.2025.108935","DOIUrl":"10.1016/j.cnsns.2025.108935","url":null,"abstract":"<div><div>The objective of this paper is to investigate mixed set-valued stochastic differential equations with fractional Brownian motion, where the diffusion term is also set-valued. Under the non-Lipschitz continuity conditions, firstly, some new and reliable lemmas about the set-valued stochastic integral are provided. Secondly, we justify the existence and uniqueness of solutions to considered equations by successive approximations, stochastic analysis, and fractional calculus. Moreover, the solution converges to that of the averaged equations in the sense of mean square and probability. Finally, two examples are provided to verify our theoretical results.</div></div>","PeriodicalId":50658,"journal":{"name":"Communications in Nonlinear Science and Numerical Simulation","volume":"149 ","pages":"Article 108935"},"PeriodicalIF":3.4,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144105824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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