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arxiv: 1806.06592 · v1 · pith:F3PF2IUZnew · submitted 2018-06-18 · 🧮 math.NA · cs.NA· math.OC

Dynamic Programming for Finite Ensembles of Nanomagnetic Particles

classification 🧮 math.NA cs.NAmath.OC
keywords dynamicoptimalcontroldynamicsparticlesprincipleprogrammingsolution
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We use optimal control via a distributed exterior field to steer the dynamics of an ensemble of N interacting ferromagnetic particles which are immersed into a heat bath by minimizing a quadratic functional. By using dynamic programing principle, we show the existence of a unique strong solution of the optimal control problem. By the Hopf-Cole transformation, the related Hamilton-Jacobi-Bellman equation from dynamic programming principle may be re-cast into a linear PDE on the manifold M = (S^2)^N, whose classical solution may be represented via Feynman-Kac formula. We use this probabilistic representation for Monte-Carlo simulations to illustrate optimal switching dynamics.

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