Stability and numerical solutions for second-order ordinary differential equations with application in mechanical systems

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-07-04 DOI:10.1007/s12190-024-02175-4
Ali Turab, Andrés Montoyo, Josué-Antonio Nescolarde-Selva
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Abstract

This study undertakes a comprehensive analysis of second-order Ordinary Differential Equations (ODEs) to examine animal avoidance behaviors, specifically emphasizing analytical and computational aspects. By using the Picard–Lindelöf and fixed-point theorems, we prove the existence of unique solutions and examine their stability according to the Ulam-Hyers criterion. We also investigate the effect of external forces and the system’s sensitivity to initial conditions. This investigation applies Euler and Runge–Kutta fourth-order (RK4) methods to a mass-spring-damper system for numerical approximation. A detailed analysis of the numerical approaches, including a rigorous evaluation of both absolute and relative errors, demonstrates the efficacy of these techniques compared to the exact solutions. This robust examination enhances the theoretical foundations and practical use of such ODEs in understanding complex behavioral patterns, showcasing the connection between theoretical understanding and real-world applications.

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二阶常微分方程的稳定性和数值解法在机械系统中的应用
本研究对二阶常微分方程(ODE)进行了全面分析,以研究动物的回避行为,特别强调分析和计算方面。通过使用 Picard-Lindelöf 和定点定理,我们证明了唯一解的存在,并根据 Ulam-Hyers 准则检验了其稳定性。我们还研究了外力的影响以及系统对初始条件的敏感性。本研究采用欧拉和 Runge-Kutta 四阶 (RK4) 方法对质量弹簧-阻尼器系统进行数值逼近。对数值方法的详细分析,包括对绝对误差和相对误差的严格评估,证明了这些技术与精确解相比的功效。这项有力的研究加强了此类 ODEs 在理解复杂行为模式方面的理论基础和实际应用,展示了理论理解与实际应用之间的联系。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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