Title
Primal-dual active set strategy for large scale optimization of cardiac defibrillation.
Abstract
A feasibility study of optimal control techniques for cardiac defibrillation on anatomical three spatial dimensional rabbit ventricle geometry in the presence of bilateral control constraints is presented. The work addresses the numerical treatment of multi-scale and multi-domain simulations of the bidomain equations and is based on the primal-dual active set method to solve the optimality system for this large scale optimization problem. Numerical results are presented for a successful defibrillation study. Robustness of the optimization algorithm w.r.t to variations in the model parameters is demonstrated. A feasibility study for multiple small boundary control support is included as well. Finally, the numerical convergence of the optimization algorithm and the parallel efficiency is demonstrated.
Year
DOI
Venue
2017
10.1016/j.amc.2016.07.035
Applied Mathematics and Computation
Keywords
Field
DocType
Cardiac arrhythmia,Bidomain model,Large scale PDE constraint optimization,Control constraints,Finite element method,Primal-dual active set strategy
Convergence (routing),Bidomain model,Mathematical optimization,Optimal control,Defibrillation,Active set method,Control theory,Finite element method,Robustness (computer science),Optimization problem,Mathematics
Journal
Volume
Issue
ISSN
292
C
0096-3003
Citations 
PageRank 
References 
1
0.35
11
Authors
2
Name
Order
Citations
PageRank
Chamakuri Nagaiah110.35
Karl Kunisch21370145.58