Strong duality is a principle in optimization theory stating that if an optimization problem has an optimal solution, the dual problem also has an optimal solution, and their objective values are equal. This concept is crucial in linear programming and convex optimization, providing a powerful tool for analyzing and solving complex problems efficiently.