This method makes hazard management a closed-loop through introducing an accountability mechanism based on the interior market system of hazard detecting.
The resulting optimization problem is usually very large and sparse and is solved using recent nonlinear optimizers based on the interior point method.
Our method, based on the interior penalty (IP) DG framework, can achieve accuracy of O hk|log2h|d−1) in the energy norm, where k is the degree of polynomials used.
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But despite that, the Sonata offers virtually the same interior room (the back seat is a little tighter) and 16.4 cubic feet of trunk space compared with the Accord's 14. Based on the interior volume, the Environmental Protection Agency rates the Sonata, like the Accord, a "large" car.
Numerical experiments on learning the function distance from a variable point to a geometric body in two and three dimensions show fast learning speed and high accuracy when compared with single-hidden layer feedforward networks trained by a trust region method based on the interior-reflective Newton algorithm.
Firstly, we apply the convex optimization to getting over the problem ((mathcal {SP}1)) based on the interior method.
Develop an efficient algorithm to obtain the near-optimal solution based on the interior point method under the strict interference constraint of the PU.
Both the lower bound and the upper bound problems can be solved by the existing convex optimization tools based on the interior point method, e.g., CVX, [20, 23].
Parameter optimization was performed using the Matlab embedded function "lsqnonlin" applying a trust-region-reflective algorithm, which is based on the interior reflective Newton method.
