Equilibrium analysis is a fundamental tool in economics and other sciences to determine the state at which all forces balance and no incentives for change exist, providing insights into the stability and efficiency of systems. It helps in understanding how economic variables interact and adjust to reach a steady state where supply equals demand or where strategic interactions reach a Nash equilibrium.