Computational Information Games

Abstract

The objective of AFOSR/EQUIPS Grant number FA9550-16-1-0054 (Computational Information Games) was to develop a game theoretic approach to numerical approximation and algorithm design. This approach has been turned in a general framework which has lead to the discoveries of (i) a general solution to the numerical homogenization problem (ii) wavelets a (i) wavelets adapted to arbitrary linear operators (gamblets) (ii) scalable solvers with some degree of universality (iii) new tools for numerical analysis and algorithm design such as the Fast Gamblet Transform (FGT).

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Document Details

Document Type
Technical Report
Publication Date
Jan 11, 2019
Accession Number
AD1085608

Entities

People

  • Houman Owhadi

Organizations

  • California Institute of Technology

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Accuracy
  • Air Force Research Laboratories
  • Algorithms
  • Applied Mathematics
  • Bayesian Inference
  • Chemical Reactions
  • Computational Science
  • Data Science
  • Information Science
  • Inverse Problems
  • Linear Algebra
  • Machine Learning
  • Mathematics
  • Numerical Analysis
  • Statistical Algorithms
  • Statistical Analysis
  • Statistics

Readers

  • Distributed Systems and Data Platform Development
  • Finite Element Method (FEM) for solving Partial Differential Equations (PDEs)
  • Game Theory.