Meta-Optimization

Abstract

The grantee shall investigate a new approach to optimization, instead of treating it as a simple task, they are proposing a "meta-optimisation" approach that will treat optimization as a complex, nested task that represents the inherent uncertainty and game theoretic nature of many real-world problems. There will be two main directions of research: developing meta-optimization methods that (1) learn from the past and (2) applying such methods to new domains like cooperative and competitive optimization.

Document Details

Document Type
DoD Grant Award
Publication Date
Mar 23, 2016
Source ID
FA23861514016

Entities

People

  • Toby Walsh

Organizations

  • Air Force Office of Scientific Research
  • National ICT Australia
  • United States Air Force

Tags

Readers

  • Distributed Systems and Data Platform Development
  • Game Theory.
  • Neural Network Machine Learning.