Capitalizing on \textit{live} variables: new algorithms for efficient Hessian computation via automatic differentiation
type: Item
instance of: scholarly article
title: Capitalizing on \textit{live} variables: new algorithms for efficient Hessian computation via automatic differentiation
zbMATH Open document ID: 1391.90582
author: Mu Wang
author: Alex Pothen
author: Assefaw H. Gebremedhin
published in: Mathematical Programming Computation
publication date: 2018-02-01T00:00:00Z
Mathematics Subject Classification ID: 90C30
Mathematics Subject Classification ID: 49M37
Mathematics Subject Classification ID: 65K05
zbMATH DE Number: 6833436
zbMATH Keywords: algorithmic differentiation
zbMATH Keywords: Hessian computation
zbMATH Keywords: reverse mode AD
zbMATH Keywords: edge pushing
zbMATH Keywords: ADOL-C
zbMATH Keywords: data-flow analysis
describes a project that uses: ADOL-C
describes a project that uses: Valgrind
describes a project that uses: ColPack
describes a project that uses: hess_pat
describes a project that uses: edge_push_sp
describes a project that uses: dcc
MaRDI profile type: Publication
full work available at URL: s12532-016-0100-3
OpenAlex ID: W2495329635
cites work: Evaluating Derivatives
cites work: The Art of Differentiating Computer Programs
cites work: The polyadic structure of factorable function tensors with applications to high-order minimization techniques
cites work: Automatic Hessians by reverse accumulation
cites work: Q4028389
cites work: Q3528774
cites work: Estimation of sparse hessian matrices and graph coloring problems
cites work: The Cyclic Coloring Problem and Estimation of Sparse Hessian Matrices
cites work: New Acyclic and Star Coloring Algorithms with Application to Computing Hessians
cites work: Efficient computation of sparse hessians using coloring and automatic differentiation
cites work: A new framework for the computation of Hessians
cites work: Computing the sparsity pattern of Hessians using automatic differentiation
cites work: Higher-order reverse automatic differentiation with emphasis on the third-order
cites work: Algorithm 755: ADOL-C
cites work: Q2844227
cites work: Q3456419
cites work: ColPack
cites work: Computing sparse Hessians with automatic differentiation
cites work: On the Efficient Computation of Sparsity Patterns for Hessians
DOI: 10.1007/S12532-016-0100-3
description: scientific article; zbMATH DE number 6833436