Existence and Uniqueness Theorem
a linear system is consistent if and only if the rightmost column of the augmented matrix is NOT a pivot column – that is, if and only if an echelon form of the augmented matrix has NO row of the form [0 … 0 b] with b nonzero. If a linear system is consistent, then the solution set contains either (i) a unique solution, when there are no free variables, or (ii) infinitely many solutions, when there is at least one free variable.
The Existence and Uniqueness Theorem is a powerful mathematical tool used to investigate and solve differential equations. This theorem states that given a differential equation, there exists one and only one solution defined on some interval containing the initial condition.
In other words, if we have a differential equation of the form:
y’ = f(x,y), y(x_0)=y_0
where f and its partial derivative with respect to y are continuous functions, then there exists exactly one solution that passes through the point (x_0, y_0), defined in some interval containing x_0.
Furthermore, this theorem guarantees that the solution is unique, meaning that there cannot be any other solution that passes through (x_0, y_0) in the same interval.
This theorem is particularly useful in many scientific and engineering applications, where one needs to model a physical system using differential equations and ensure the uniqueness and existence of the solution. It is also utilized in the analysis of numerical methods to solve differential equations, where the theorem helps in establishing the accuracy and convergence of the numerical solutions.
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