For a non-trivial solution | A | isa)|A| > 0b)|A| < 0c)|A| = 0d)...
Understanding Non-Trivial Solutions
In linear algebra, a system of equations can have different types of solutions: trivial and non-trivial. The question revolves around identifying the conditions for a non-trivial solution of a homogeneous system of equations.
What is a Non-Trivial Solution?
- A non-trivial solution refers to any solution other than the zero vector. In the context of linear systems, it means that the solution exists with at least one component being non-zero.
Determinant and Its Implication
- The condition for a system of linear equations to have non-trivial solutions is closely linked to the determinant of the coefficient matrix.
- If the determinant of the matrix |A| is equal to zero (|A| = 0), the system has infinitely many solutions, including non-trivial solutions.
Analyzing the Options
- a) |A| > 0: This condition indicates the matrix is invertible, leading only to the trivial solution.
- b) |A| < 0:="" a="" negative="" determinant="" doesn’t="" provide="" meaningful="" insight="" into="" the="" existence="" of="" non-trivial="" solutions="" in="" this="" context.="" -="" />c)="" |a|="0:" this="" is="" the="" correct="" condition.="" a="" determinant="" of="" zero="" implies="" the="" presence="" of="" non-trivial="" solutions.="" it="" means="" the="" system="" is="" dependent,="" allowing="" for="" solutions="" other="" than="" the="" trivial="" one.="" -="" d)="" |a|="" ≠="" 0:="" this="" would="" suggest="" that="" the="" system="" has="" only="" the="" trivial="" solution,="" as="" the="" matrix="" would="" be="" invertible.="">Conclusion
- The correct answer is option c) |A| = 0 because it indicates that the system of equations has non-trivial solutions. This reflects the fundamental theorem of linear algebra regarding the relationship between determinants and the solutions of linear systems.
For a non-trivial solution | A | isa)|A| > 0b)|A| < 0c)|A| = 0d)...
An n×n homogeneous system of linear equations has a unique solution (the trivial solution) if and only if its determinant is non-zero. If this determinant is zero, then the system has an infinite number of solutions. i.e. For a non-trivial solution ∣A∣=0.