Math Problem Statement
Consider the dynamics of a system governed by the following nonlinear differential equations: d/dt (x) = 15(y - x) d/dt (y) = - y - xz + 20x d/dt (z) = - z + xy The equilibrium points of the system is/are a) (-5.23, -5.23, 27) and (5.23, 5.23, 27) b) (0,0,0) c) (-7.45, -7.45, 23), (0,0,0) and (7.45, 7.45, 23) d) (-4.36,-4.36, 19), (0,0,0) and (4.36, 4.36, 19)
Solution
To find the equilibrium points of the system, we need to solve the system of nonlinear differential equations by setting the time derivatives to zero. The system of equations is:
Step 1: Set the derivatives to zero
At equilibrium, . So:
Step 2: Solve the equations
1. From the first equation:
2. Substitute into the second equation:
This gives us two possible cases:
3. Consider the third equation with :
Step 3: Analyze the cases
Case 1:
- If , then , and substituting into gives .
- So, one equilibrium point is .
Case 2:
- If , then implies .
- Thus, .
- Since , the equilibrium points in this case are and .
Conclusion
The equilibrium points of the system are , , and , which corresponds to option d).
So, the correct answer is:
d) (-4.36,-4.36, 19), (0,0,0) and (4.36, 4.36, 19).
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Math Problem Analysis
Mathematical Concepts
Nonlinear Differential Equations
Equilibrium Points
Systems of Equations
Formulas
System of nonlinear differential equations
Equilibrium conditions
Theorems
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Suitable Grade Level
Advanced Undergraduate
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