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Inherent Complexity and Early Warning of Zaozhuang Circular Economy System 枣庄市循环经济系统的内在复杂性与预警
Pub Date : 2023-03-30 DOI: 10.1142/s0218127423500402
Junhai Ma, Dexia Wang, Xiao Li, Bingnan Zhang
Based on China’s green energy development strategy, this paper constructs a basic model of recycling and a channel expansion model for the circular economy foundation of Zaozhuang, Shandong Province, China. Through numerical simulation, it is found that each member of the supply chain should control the rate of price adjustment, otherwise it will cause market disruption. The model is controlled based on a chaos control method. Then, based on the fuzzy comprehensive evaluation method, an early warning system for the circular economy of Zaozhuang City is constructed. It is found that the economic development of Zaozhuang is a serious warning, resources are moderate warning, and the environment is not in an alarm state. In addition to paying attention to energy conservation and emission reduction of enterprises, the government should pay attention to creating awareness of energy conservation and emission reduction in society, and strengthen the technological investment in reducing pollutant emissions. This paper provides a strategic reference for the circular economy model in Zaozhuang, Shandong, China.
本文基于中国绿色能源发展战略,构建了山东枣庄循环经济基础的循环基本模型和渠道拓展模型。通过数值模拟发现,供应链的每个成员都应该控制价格调整的速度,否则会造成市场混乱。采用混沌控制方法对模型进行控制。然后,基于模糊综合评价法,构建了枣庄市循环经济发展预警体系。研究发现,枣庄市经济发展处于严重预警状态,资源处于中度预警状态,环境处于非预警状态。政府在重视企业节能减排的同时,也要重视在全社会树立节能减排意识,加强在减少污染物排放方面的技术投入。本文为山东枣庄循环经济模式的发展提供了战略参考。
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引用次数: 0
Functional Responses of Autaptic Neural Circuits to Acoustic Signals 自适应神经回路对声信号的功能响应
Pub Date : 2023-03-30 DOI: 10.1142/s0218127423300094
Zhigang Zhu, Xiaofeng Zhang, Yisen Wang, Jun Ma
It is important for functional neurons of animals or human beings to adapt to external stimuli, such as sound, pressure, and light. Regarding this aspect, autaptic neuron enables itself to utilize historical information to modulate its instant dynamics, such that it may be able to behave adaptively. In this paper, a FitzHugh–Nagumo based autaptic neuron is employed to investigate the capability of a sound-sensitive neural circuit’s adaptation and filtering to analog acoustic signals. Extensive simulations are performed for excitatory and inhibitory types of autaptic neurons. The results show that the time-delayed feedback of the excitatory chemical autapse can be tuned to play the role of a narrow-band filter in response to a broadband acoustic signal. While the excitatory chemical autaptic neuron cannot saturate its response amplitude due to its positive feedback gain, the inhibitory chemical autapse can drive the neuron’s amplitude to converge as the intensity of external drive increases, which reveals the capability of adaptation. What’s more, the inhibitory chemical autaptic neuron can also exhibit a novel bursting adaptation, in which the number of spikings contained in one bursting changes as the electrical activity evolves. For electrical autaptic neurons, it is also found that both time-delay feedback gains can effectively modulate the response of neuron to acoustic signal. While the variation of time-lags mainly changes the spiking rates of the excitatory electrical autaptic neuron, the feedback gain alters its response amplitude. Lastly, by carefully tuning the time-lags, the expected subthreshold dynamics for larger inhibitory feedback gains can be switched to nearby quasi-periodic firings, which implies a competing relation between the time-delays and the feedback gains in the spiking dynamics of the inhibitory electrical autaptic neurons. The diverse emerging phenomena are expected to facilitate the design of online or interactive learning artificial neural networks with these functional autaptic neurons.
动物或人类的功能神经元适应外界刺激,如声、压、光等,是非常重要的。在这方面,自适应神经元使自己能够利用历史信息来调节其即时动态,从而使其能够自适应行为。本文采用FitzHugh-Nagumo自适应神经元研究声敏感神经回路对模拟声信号的适应和滤波能力。广泛的模拟进行了兴奋和抑制性类型的自适应神经元。结果表明,兴奋性化学反应的时滞反馈可以被调谐为窄带滤波器,以响应宽带声信号。兴奋性化学自闭神经元由于其正反馈增益而不能使其反应幅度饱和,而抑制性化学自闭神经元可以随着外部驱动强度的增加而使神经元的幅度收敛,显示出适应能力。更重要的是,抑制性化学自适应神经元也可以表现出一种新的爆发适应,其中一次爆发中包含的峰值数量随着电活动的演变而变化。对于电自适应神经元,也发现时滞反馈增益都能有效地调节神经元对声信号的响应。时滞的变化主要改变兴奋性电自适应神经元的尖峰速率,反馈增益则改变其响应幅度。最后,通过仔细调整时滞,较大的抑制性反馈增益的预期阈下动态可以切换到附近的准周期放电,这意味着抑制性电自适应神经元的尖峰动态中的时滞和反馈增益之间存在竞争关系。不同的新兴现象有望促进使用这些功能自适应神经元设计在线或交互式学习人工神经网络。
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引用次数: 0
DPI DCSK Modulation with BCJR Decoding DPI DCSK调制与BCJR解码
Pub Date : 2023-03-30 DOI: 10.1142/s0218127423500426
Ziqiang Zhu, Pingping Chen, Zhijian Lin, Haoyu Chen, Yi Fang, Yong Li
This paper proposes a novel [Formula: see text]-ary differential permutation index (DPI) differential chaos shift keying (DCSK) by using the Bahl–Cocke–Jeline–Raviv (BCJR) decoding (DPI-DCSK-BCJR) for chaos-based communications. By exploiting the characteristics of differential modulation and quasi-orthogonality of chaotic signals, the proposed DPI-DCSK-BCJR can provide two more calculated energies to decide the transmitted bits. Theoretical analysis of bit-error-rate (BER) is carried out over multipath Rayleigh fading channel and then validated via simulations. The proposed scheme is demonstrated to outperform the conventional DPI-DCSK by 2[Formula: see text]dB for different [Formula: see text]. This performance gain is especially increased over high-delay channels. Furthermore, the advantage of the proposed frequency-modulated DPI-DCSK-BCJR is verified over practical ultra-wideband (UWB) wireless channels. In addition, we investigate the proposed DPI-DCSK-BCJR for more generalized multiuser communications. The simulation result shows that DPI-DCSK-BCJR can achieve performance gains up to 5[Formula: see text]dB as compared to the conventional PI-DCSK and DPI-DCSK for both two and three user systems. Consequently, the proposed DPI-DCSK-BCJR can be considered as a low-cost alternative for low-complexity and high-rate chaotic-based wireless communication.
本文提出了一种新颖的[公式:见文本]——基于bhl - cocke - jelin - raviv (BCJR)解码(DPI-DCSK-BCJR)的任意差分排列索引(DPI)差分混沌移位键控(DCSK)。利用混沌信号的差分调制和准正交特性,DPI-DCSK-BCJR可以提供两个以上的计算能量来确定传输位。对多径瑞利衰落信道的误码率进行了理论分析,并进行了仿真验证。结果表明,该方案比传统的DPI-DCSK方案的性能高出2[公式:见文]dB。这种性能增益在高延迟信道上尤其明显。此外,在实际的超宽带(UWB)无线信道上验证了所提出的调频DPI-DCSK-BCJR的优势。此外,我们还研究了DPI-DCSK-BCJR在更广泛的多用户通信中的应用。仿真结果表明,与传统的PI-DCSK和DPI-DCSK相比,DPI-DCSK- bcjr在两用户和三用户系统中都可以获得高达5 dB的性能增益[公式:见文本]。因此,所提出的DPI-DCSK-BCJR可以被认为是低复杂性和高速率基于混沌的无线通信的低成本替代方案。
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引用次数: 0
Dynamic Survivability in Nonlinear Oscillation Systems with Attractive-Repulsive Interaction 具有吸引-排斥相互作用的非线性振荡系统的动态生存性
Pub Date : 2023-03-30 DOI: 10.1142/s0218127423500499
Yuexin Wang, Zhongkui Sun, Shutong Liu, Yining Zhou, Wei Xu
On the basis of global and BA scale-free coupled Stuart–Landau models, dynamic survivability has been investigated in detail with new definition and measure function, which is different from the previous survivability studies which only focused on static analysis. The effects on dynamic survivability of attractive–repulsive interaction and attack strategies are detected. Our results suggest that the coupling strength and presence of the repulsive interaction reduce the dynamic survivability in globally coupled systems. Furthermore, the dynamic survivability of the BA systems remains stable in the case of random attack with invariable critical attack cost [Formula: see text]. While they have the same features with globally coupled systems when being deliberately attacked; attacking high-degree oscillators show a tendency to spoil the dynamic survivability more effectively. Finally, it is found that the attractive coupling plays a more important role in the dynamic survivability. These findings may help us to prevent systems from being attacked and design survivable systems.
在全局和BA无标度耦合Stuart-Landau模型的基础上,不同于以往的生存能力研究只关注静态分析,对动态生存能力进行了详细的研究,并给出了新的定义和测量函数。检测了吸引-排斥相互作用和攻击策略对动态生存能力的影响。我们的研究结果表明,耦合强度和斥力相互作用的存在降低了全局耦合系统的动态生存能力。此外,在临界攻击代价不变的随机攻击情况下,BA系统的动态生存能力保持稳定[公式:见文]。虽然它们在被故意攻击时具有与全局耦合系统相同的特征;攻击高阶振子会更有效地破坏动态生存能力。最后,发现吸引耦合对动态生存能力起着更重要的作用。这些发现可能有助于我们防止系统受到攻击,并设计出可生存的系统。
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引用次数: 0
Classification on Boundary-Equilibria and Singular Continuums of Continuous Piecewise Linear Systems 连续分段线性系统的边界平衡和奇异连续的分类
Pub Date : 2023-03-30 DOI: 10.1142/s0218127423500517
Hebai Chen, Zhaosheng Feng, Hao Yang, Linfeng zhou
In this paper, we show that any switching hypersurface of [Formula: see text]-dimensional continuous piecewise linear systems is an [Formula: see text]-dimensional hyperplane. For two-dimensional continuous piecewise linear systems, we present local phase portraits and indices near the boundary equilibria (i.e. equilibria at the switching line) and singular continuum (i.e. continuum of nonisolated equilibria) between two parallel switching lines. The index of singular continuum is defined. Then we show that boundary-equilibria and singular continuums can appear with many parallel switching lines.
本文证明了[公式:见文]维连续分段线性系统的任意切换超平面是一个[公式:见文]维超平面。对于二维连续分段线性系统,我们给出了边界平衡点(即开关线上的平衡点)和两个平行开关线上的奇异连续统(即非孤立平衡的连续统)附近的局部相图和指标。定义了奇异连续统的指数。然后我们证明了边界平衡和奇异连续统可以在多个平行开关线下出现。
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引用次数: 0
Nonlinear Vibration of Bolted Rotor Bearing System Accounting for the Bending Stiffness Characteristics of the Connection Interface 考虑连接界面弯曲刚度特性的螺栓转子轴承系统非线性振动
Pub Date : 2023-03-30 DOI: 10.1142/s0218127423500505
Wujiu Pan, Liangyu Ling, Haoyong Qu, Minghai Wang
This paper considers the discontinuous characteristics of a real aero-engine rotor system, that is, the existence of bolted connection characteristics, and establishes a new bolted connection rotor system model. Taking into account the bending stiffness and the nonlinear Hertzian contact force of the rolling bearing, the Newmark-[Formula: see text] numerical method is used to solve the system response, and the influence of the bending stiffness on the system is studied. Moreover, the effects of bending stiffness and eccentricity on the system dynamics are analyzed. The results show that the nonlinear phenomena of the system are more abundant and the critical speed of the system is higher when the bending stiffness is involved. With the increase of bending stiffness, the critical speed of the system increases, and the frequency component of the system becomes more complex. Then, the influence of eccentricity on the system is studied based on the bending stiffness. It is found that the greater the eccentricity, the greater the critical speed of the rotor and the greater the amplitude of the main frequency. In the case of the same eccentricity, the main frequency increases as the rotational speed increases, and the frequency doubling component appears in the 2-period motion. This paper provides a basis for predicting the nonlinear response of bolted rotor-bearing system.
本文考虑了实际航空发动机转子系统的不连续特性,即螺栓连接特性的存在,建立了新的螺栓连接转子系统模型。考虑滚动轴承的弯曲刚度和非线性赫兹接触力,采用Newmark-[公式:见文]数值方法求解系统响应,研究了弯曲刚度对系统的影响。此外,还分析了弯曲刚度和偏心距对系统动力学的影响。结果表明,当考虑弯曲刚度时,系统的非线性现象更加丰富,系统的临界速度更高。随着弯曲刚度的增大,系统的临界转速增大,系统的频率分量变得更加复杂。在此基础上,研究了偏心距对系统弯曲刚度的影响。结果表明,偏心距越大,转子临界转速越大,主频率幅值越大。在偏心距相同的情况下,主频率随转速的增加而增加,在2周期运动中出现倍频分量。为预测螺栓转子-轴承系统的非线性响应提供了依据。
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引用次数: 1
Parametrically Excited Nonlinear Pneumatic Artificial Muscle Under Hard Excitation: A Theoretical and Experimental Investigation 硬激励下参数激励非线性气动人工肌肉的理论与实验研究
Pub Date : 2023-03-30 DOI: 10.1142/s0218127423300082
Bhaben Kalita, S. K. Dwivedy
In this work, a single degree of freedom system consisting of a mass and a Pneumatic Artificial Muscle subjected to time-varying pressure inside the muscle is considered. The system is subjected to hard excitation and the governing equation of motion is found to be that of a nonlinear forced and parametrically excited system under super- and sub-harmonic resonance conditions. The solution of the nonlinear governing equation of motion is obtained using the method of multiple scales. The time and frequency response, phase portraits, and basin of attraction are plotted to study the system response along with the stability and bifurcations. Further, the different muscle parameters are evaluated by performing experiments which are further used for numerically evaluating the system response using the theoretically obtained closed form equations. The responses obtained from the experiments are found to be in good agreement with those obtained from the method of multiple scales. With the help of examples, the procedure to obtain the safe operating range of different system parameters is illustrated.
在这项工作中,考虑了一个由质量和肌肉内受时变压力的气动人工肌肉组成的单自由度系统。研究了系统在强激励下的运动控制方程,得到了系统在超谐波和次谐波条件下的非线性强迫和参数激励系统的运动控制方程。采用多尺度法求解了非线性运动控制方程。绘制了系统的时频响应、相位图和引力盆地,研究了系统的响应、稳定性和分岔。此外,通过进行实验来评估不同的肌肉参数,这些实验进一步用于使用理论上获得的封闭形式方程对系统响应进行数值评估。实验结果与多尺度法得到的结果吻合较好。结合实例,阐述了不同系统参数下安全工作范围的计算方法。
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引用次数: 0
Chaos Robustness and Computation Complexity of Piecewise Linear and Smooth Chaotic Chua's System 分段线性光滑混沌Chua系统的混沌鲁棒性和计算复杂度
Pub Date : 2023-03-30 DOI: 10.1142/s0218127423500487
D. Vinko, K. Miličević, Ivan Vidovic, Bruno Zoric
Chaotic systems are often considered to be a basis for various cryptographic methods due to their properties, which correspond to cryptographic properties like confusion, diffusion and algorithm (attack) complexity. In these kinds of applications, chaos robustness is desired. It can be defined by the absence of periodic windows and coexisting attractors in some neighborhoods of the parameter space. On the other hand, when used as a basis for neuromorphic modeling, chaos robustness is to be avoided, and the edge-of-chaos regime is needed. This paper analyses the robustness and edge-of-chaos for Chua’s systems, comprising either a piecewise linear or a smooth function nonlinearity, using a novel figure of merit based on correlation coefficient and Lyapunov exponent. Calculation complexity, which is important when a chaotic system is implemented, is evaluated for double and decimal data types, where needed calculation time varies by a factor of about 1500, depending on the nonlinearity function and the data type. On the other hand, different data types result in different number precision, which has some practical advantages and drawbacks presented in the paper.
混沌系统通常被认为是各种密码方法的基础,因为它们的性质对应于密码的性质,如混乱、扩散和算法(攻击)复杂性。在这些类型的应用中,需要混沌鲁棒性。它可以定义为在参数空间的某些邻域中不存在周期窗口和共存吸引子。另一方面,当用作神经形态建模的基础时,要避免混沌鲁棒性,并且需要混沌边缘状态。本文采用一种基于相关系数和李雅普诺夫指数的新的优值图,分析了分段线性和光滑函数非线性Chua系统的鲁棒性和混沌边缘。计算复杂性在实现混沌系统时是很重要的,对双精度和十进制数据类型进行了评估,其中所需的计算时间变化了约1500倍,这取决于非线性函数和数据类型。另一方面,不同的数据类型导致不同的数字精度,这在本文中有一些实际的优点和缺点。
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引用次数: 0
Weak Centers and Local Bifurcation of Critical Periods in a Z2-Equivariant Vector Field of Degree 5 5次z2等变向量场中临界周期的弱中心和局部分岔
Pub Date : 2023-03-15 DOI: 10.1142/s0218127423500293
Yusen Wu, Feng Li
With the help of algebraic manipulator-Mathematica, we identify the order of weak centers at [Formula: see text] and the origin as well as the number of local critical periods in a [Formula: see text]-equivariant vector field of degree 5. We show that [Formula: see text] and the origin can be weak centers of infinite order (i.e. isochronous center) and at most fourth-order weak centers of finite order. Furthermore, we prove that at most four local critical periods bifurcate from the bicenter and the origin, respectively. Our approach is a combination of computational algebraic techniques.
借助于代数操纵器mathematica,我们确定了5次等变向量场[公式:见文]处弱中心的顺序和原点以及局部临界周期的个数。我们证明了[公式:见文]和原点可以是无限阶的弱中心(即等时中心),最多是有限阶的四阶弱中心。进一步证明了在中心和原点处最多有四个局部临界周期分叉。我们的方法是计算代数技术的结合。
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引用次数: 0
The Darboux Polynomials and Integrability of Polynomial Levinson-Smith Differential Equations 多项式Levinson-Smith微分方程的达布多项式和可积性
Pub Date : 2023-03-15 DOI: 10.1142/s0218127423500359
M. Demina
We provide the necessary and sufficient conditions of Liouvillian integrability for nondegenerate near infinity polynomial Levinson–Smith differential equations. These equations generalize Liénard equations and are used to describe self-sustained oscillations. Our results are valid for arbitrary degrees of the polynomials arising in the equations. We find a number of novel Liouvillian integrable subfamilies. We derive an upper bound with respect to one of the variables on the degrees of irreducible Darboux polynomials in the case of nondegenerate or algebraically degenerate near infinity polynomial Levinson–Smith equations. We perform the complete classification of Liouvillian first integrals for the nondegenerate or algebraically degenerate near infinity Rayleigh–Duffing–van der Pol equation that is a cubic Levinson–Smith equation.
给出了非退化近无穷多项式Levinson-Smith微分方程Liouvillian可积性的充分必要条件。这些方程推广了lisamadard方程,并用于描述自持续振荡。我们的结果对方程中出现的多项式的任意次都是有效的。我们发现了一些新的Liouvillian可积亚族。在非简并或代数简并的近无穷多项式Levinson-Smith方程中,我们推导了不可约达布多项式阶上的一个变量的上界。对非简并或代数简并的近无穷Rayleigh-Duffing-van der Pol方程,即三次Levinson-Smith方程,进行了Liouvillian第一积分的完全分类。
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引用次数: 0
期刊
Int. J. Bifurc. Chaos
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