Examples of Trust Region in a sentence
Repeated optimiza- tions using standard packages for constrained optimization (here the Nonlinear Interior point Trust Region Optimization package, ref.
See Remain within Initial Bounds.Initial Trust Region RadiusSets the initial size of the DLS trust region, which is used when approximating the shape of the cost function during the optimization.Function ToleranceThe optimization will end if an optimization step cannot change the cost by at least this much.
A Trust Region Strategy of Equality Constrained Optimization, in Numerical Optimization, (1984), ed.
Such a solution can be ob- tained through the use of efficient constraint optimization solvers such as TRON (Trust Region Newton method) [44] or LBFGS-B (Limited-memory Broyden-Fletcher-Goldfarb-Shanno) [45].
M.: A Trust Region Framework for Man- aging Approximation Models in Engineering Optimization.
Thus, forthe authors, a future research direction would be to consider the DRL based on the A2C algorithm approach as a baseline solution and investigate extending the model to cover and benchmark the Deep Deterministic Policy Gradient (DDPG) based on Wolpertinger architecture [66], Trust Region Policy Optimization (TRPO) [67], and Proximal Policy Optimization (PPO) [68].
DOI 10.1017/S0962492913000032.URL http://journals.cambridge.org/article\_S0962492913000032[2] Conn, A.R., Gould, N.I., Toint, P.L.: Trust Region Methods.
In particular, it is less complex mathematically and faster than concurring Trust Region Policy Optimization methods (TRPO, Schulman et al.
He was unable to make a political person out of me; I was unable to make a philosophical person out of him—he remained a political thinker.” Hans-Georg Gadamer, “Ethics and Politics,” in A Century of Philosophy: Hans-Georg Gadamer in Conversation with Riccardo Dottori, trans.
The computation of Jacobian matrix (J(x⋆)) is directly achieved by using the Matlab al-gorithm ‘fsolve’ (with the Trust Region Dogleg algorithm).