International Journal for Numerical Methods in Engineering · 2001 · 26 citations · 15 references
Numerical AnalysisEngineeringMechanical EngineeringConstrained OptimizationComputer-aided DesignComputational MechanicsPde-constrained OptimizationBarrier AlgorithmContact MechanicComputational GeometryBoundary Element MethodLinear OptimizationGeometric ModelingInequality ConstraintsGap FunctionFinite Element MethodGeometric AlgorithmNatural SciencesCollision DetectionBarrier Method
Abstract Most methods employed in the numerical solution of contact problems in finite element simulations rely on equality‐based optimization methods. Typically, a gap function which is non‐differentiable at the point of contact is used in these kind of approaches. The gap function can be seen as the Macaulay bracket of some distance function, where the latter is differentiable at the point of contact. In this article, we propose to use the distance function directly instead of using the gap function. This will give rise to a formulation involving inequality constraints. This approach eliminates the artificially introduced non‐differentiability. To this end we propose a barrier algorithm as the method of choice to solve the problem. The method originates in optimization literature, where convergence proofs for the method are available. Copyright © 2001 John Wiley & Sons, Ltd.
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A nonsmooth version of Newton's method
Liqun Qi, Jie Sun · Mathematical Programming · 1993 · 1.5K citations
Numerical Analysis, Nonlinear Equation, Variational Analysis +1