Refer to page 3 for stability in differential systems. Instructions: 1. 2. Analyze the phase plane of the system provided in the link to determine stability. Discuss the role of Lyapunov functions in proving stability. 3. Evaluate the impact of eigenvalues of the Jacobian matrix on the nature of equilibria. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS31Z9qoHazb9tC440AZF/view?usp=sharing]
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- Refer to page 92 for a problem involving the stability of a fixed point in a nonlinear system of ODES. Linearize the system near the fixed point and determine its stability using eigenvalues of the Jacobian matrix. Instructions: Focus strictly on the stability analysis. Clearly outline the steps, including finding the Jacobian, determining eigenvalues, and concluding stability. Show all calculations. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qoHazb9tC440AZF/view?usp=sharing]Write out the design matrix 1. Polynomial regression : 2. Data transformation: X and find its rank for the following Y₁ = Bot fixi + B₂X²³² + ... + B₂-, X; log7; = B₁ + B₁ (-log D₁) + E; P-1 > +E; " i=1.- `n models. n>p. i=1...nRefer to page 310 for a matrix and its associated system of differential equations. Instructions: • Find the eigenvalues of the given matrix and classify the stability of the system (e.g., stable, • unstable, saddle point). Discuss the geometric interpretation of eigenvalues in the context of system behavior. • Provide conditions under which the system exhibits periodic solutions. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qoHazb9tC440 AZF/view?usp=sharing]
- Explain the connection between straight-line solutions, eigenvectors, and the general solution.do not copyCategorize the eigenvalues and eigenvectors of the coefficient matrix A according to the accompanying classifications and sketch the phase portrait of the system by hand. Then use a computer system or graphing calculator to check your answer. Click here to view page 1 of Gallery of Typical Phase Portraits for the System x'=Ax: Nodes Click here to view page 2 of Gallery of Typical Phase Portraits for the System x'=Ax: Nodes Click here to view page 3 of Gallery of Typical Phase Portraits for the System x'=Ax: Nodes The system shows a saddle point System of equations Matrix equation |x₁' = -2x₁ - 5x₂ x₂ = 4x1 + 2x2 -2 -5 4 2 Eigenvectors Eigenvalues 21,2= ± 14 and its eigenvalues are distinct, opposite in sign, and real. x' = V1,2= 1+ i2 -2 X
- 2. Classify the Stability of Fixed Points in a Dynamical System The dynamical system problem is located on page 60 of the file. Identify the fixed points and classify their stability using linearization and eigenvalues. Link: [https://drive.google.com/file/d/1RQ2OZk-LSxpRyejKEMg1t2q15dbpVLCS/view? usp=sharing] Provide a detailed explanation of your analysis.Show your workWhat is the Jacobi equation?
- Consider the linear system = Find the eigenvalues and eigenvectors for the coefficient matrix. λι and = V₁ = 12 = ປີ2 = [8] [8] help (numbers) help (matrices) help (numbers) help (matrices) Find the real-valued solution to the initial value problem x = -3x1 - 2x2, x = 5x1 + 3x2, x1(0) = 7, x2(0) = −10. Use t as the independent variable in your answers. x1(t) help (formulas) x2(t) = help (formulas) Book: Section 3.4 of Notes on Diffy Qsfirst describe the behavior of the system (source, sink, node, etc), then give a possible set of eigenvalues.9. Solve the System of Ordinary Differential Equations Using Matrix Methods Turn to page 57 for the system of ODES. Solve the system using matrix methods, such as eigenvalue decomposition or diagonalization. Link: [https://drive.google.com/file/d/1RQ2OZK-LSxp RyejKEMg1t2q15dbpVLCS/view? usp=sharing] Show a clear, step-by-step solution.