Discovery Projects - Grant ID: DP190100555

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP190100555

Funding Status
Active

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Funded Activity Summary

Innovations in sparse optimisation: big data nonsmooth optimisation. This project aims to produce innovative optimisation methods capable of solving a wide range of practical problems that are currently too complex to be solved. Optimisation involving huge data sets is ubiquitous. Sparse optimisation has emerged as a challenging frontier of modern optimisation because it effectively computes an optimal solution with desired low complexity structure so that a resulting solution can be efficiently stored, implemented and utilised, and is robust to the data inexactness. This project aims at developing innovative mathematical techniques and efficient numerical schemes for solving sparse optimisation problems. The intended outcomes will have significant impact on many areas of science, medicine and engineering, where sparse optimisation is used, including cancer radiotherapy optimal planning.

Funded Activity Details

Start Date: 01-01-2019

End Date: 31-12-2024

Funding Scheme: Discovery Projects

Funding Amount: $330,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Calculus of Variations, Systems Theory and Control Theory | Optimisation | Numerical and Computational Mathematics |

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in the Mathematical Sciences | Expanding Knowledge in Technology

Other Keywords

Calculus of Variations, Systems Theory and Control Theory | Expanding Knowledge in Technology | Expanding Knowledge in the Mathematical Sciences | Numerical and Computational Mathematics | Optimisation

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