Why are eigen values used?
Could you please elaborate on the reasons why eigenvalues are utilized in various mathematical and scientific contexts? I'm curious to understand the significance and advantages they offer in fields such as linear algebra, differential equations, and even quantum mechanics. How do they help in solving complex problems and revealing underlying structures? I'm looking forward to a concise yet informative explanation of their purpose and importance.