Non-monotonic trust region algorithm.

Non-monotonic trust region algorithm based on the work of Phil Toint, as
described in

Non-monotone trust region algorithms for nonlinear
optimization subject to convex constraints.
Philippe L. Toint
Mathematical Programming 77 (1997), 69-94.

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