Competent Probabilistic Model Building Genetic Algorithms

Abstract

AFOSR Grant No. F49620-00-1-0163 has come to a close with substantial progress on all fronts. In particular, the Bayesian Optimization Algorithm has been extended to the important class of hierarchically difficult problems. Progress has also been made in a number of related competent GAs and efficiency enhancement techniques as well as in the application of these techniques.

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Document Details

Document Type
Technical Report
Publication Date
Jul 01, 2003
Accession Number
ADA416564

Entities

People

  • David Goldberg

Organizations

  • University of Illinois Urbana–Champaign

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Algorithms
  • Bayesian Networks
  • Computational Science
  • Computations
  • Computer Programming
  • Data Mining
  • Engineering
  • Evolutionary Algorithms
  • Genetic Algorithms
  • Information Science
  • Machine Learning
  • Models
  • Neural Networks
  • Optimization
  • Probabilistic Models
  • Students
  • Water Resources

Readers

  • Distributed Systems and Data Platform Development
  • Neural Network Machine Learning.
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms
  • Biotechnology