Optimization with Gradient and Hessian Information Calculated Using Hyper-Dual Numbers

of the strategy depends on the use of the exact Jacobian of the residual. Optimization of an inviscid, transonic airfoil is presented using IPOPT with gradients computed using the adjoint equation method and the Hessian matrix computed using several methods including hyper-dual numbers.

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