Equilibrium states refer to the conditions in which a system is balanced, meaning that all forces or influences acting on it are equal and cancel each other out, resulting in no net change over time. In the context of equality constrained optimization, these states represent optimal solutions where the constraints are satisfied and the objective function is neither increasing nor decreasing, indicating stability in decision-making.
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