A link between the steepest descent method and fixed-point iterations
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We will make a link between the steepest descent method for an unconstrained minimisation problem and fixed-point iterations for its Euler-Lagrange equation. In this context, we shall rediscover the preconditioned algebraic conjugate gradient method for the di... ...