General question regarding solutions to differential equations.

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SUMMARY

The discussion focuses on the nature of solutions to differential equations, specifically addressing singular solutions using the logistic equation: dP/dt = rP(1-P/K). It clarifies that constants like P = 0 and P = K are valid solutions, termed equilibrium solutions, even though they are not functions in the traditional sense. The distinction is made that P = 1 is only a solution when K = 1, highlighting the importance of context in determining valid solutions. Additionally, the process of identifying singular solutions after finding the general solution is discussed, indicating that while simple cases can be inspected, rigorous methods are required for complex scenarios.

PREREQUISITES
  • Understanding of differential equations, specifically logistic equations.
  • Familiarity with the concept of equilibrium solutions.
  • Knowledge of constant functions and their representation on the Cartesian plane.
  • Basic calculus, particularly derivatives and their implications in differential equations.
NEXT STEPS
  • Study the theory of singular solutions in differential equations.
  • Explore the logistic equation in depth, including its applications and implications.
  • Learn about equilibrium solutions and their significance in mathematical modeling.
  • Investigate methods for rigorously proving the existence of singular solutions.
USEFUL FOR

Students and professionals in mathematics, particularly those studying differential equations, mathematical modeling, and calculus. This discussion is beneficial for anyone seeking to deepen their understanding of solution types in differential equations.

Wiz14
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My textbook defines a solution to a differential equation to be a function f(x) such that when substituted into the equation gives a true statement.

What I'm confused about are singular solutions.
For example the logistic equation: dP/dt = rP(1-P/K) where r and K are constants.
My textbook says that P = 0 and P = K are solutions(called equilibrium solutions) since plugging in 0 and K for P give you a true statement, but I thought solutions needed to be functions, not constants. For example why is P = 0 a solution but P = 1 isn't?
 
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Wiz14 said:
My textbook defines a solution to a differential equation to be a function f(x) such that when substituted into the equation gives a true statement.

What I am confused about is singular solutions.
For example the logistic equation: dP/dt = rP(1-P/K) where r and K are constants.
My textbook says that P = 0 and P = K are solutions(called equilibrium solutions) since plugging in 0 and K for P give you a true statement, but I thought solutions needed to be functions, not constants.

Constants can be functions too - they're simply called constant functions, e.g. ##f(x) = 2##. They're denoted on the Cartesian plane by a flat (horizontal) line. In this case ##P(t) = 0## and ##P(t) = K## are valid solutions - the meaning is simply that P holds a constant value no matter what the value of t.

For example why is P = 0 a solution but P = 1 isn't?

P = 1 is a solution if and only if K = 1. For any other value of K, the statement is untrue. The LHS is zero (derivative of a constant function is zero), while the RHS is nonzero.
 
Curious3141 said:
Constants can be functions too - they're simply called constant functions, e.g. ##f(x) = 2##. They're denoted on the Cartesian plane by a flat (horizontal) line. In this case ##P(t) = 0## and ##P(t) = K## are valid solutions - the meaning is simply that P holds a constant value no matter what the value of t.



P = 1 is a solution if and only if K = 1. For any other value of K, the statement is untrue. The LHS is zero (derivative of a constant function is zero), while the RHS is nonzero.

Thank you for your response, it makes sense to me now. I also have another question. After you find the general solution, how do you find these singular solutions? How can you know that you are missing solutions or if you have all of them?
 
Wiz14 said:
Thank you for your response, it makes sense to me now. I also have another question. After you find the general solution, how do you find these singular solutions? How can you know that you are missing solutions or if you have all of them?

For simple diff. eq.s you can find them by simple inspection, but the formal theory of finding them in difficult cases, and proving rigorously that they are singular solutions is quite involved, see: http://www.math24.net/singular-solutions-of-differential-equations.html
 

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