• Save

Loading…

Flash Player 9 (or above) is needed to view presentations.
We have detected that you do not have it on your computer. To install it, go here.

Like this presentation? Why not share!

Like this? Share it with your network

Share

iBOA: The Incremental Bayesian Optimization Algorithm

  • 4,451 views
Uploaded on

This paper proposes the incremental Bayesian optimization algorithm (iBOA), which modifies standard BOA by removing the population of solutions and using incremental updates of the Bayesian......

This paper proposes the incremental Bayesian optimization algorithm (iBOA), which modifies standard BOA by removing the population of solutions and using incremental updates of the Bayesian network. iBOA is shown to be able to learn and exploit unrestricted Bayesian networks using incremental techniques for updating both the structure as well as the parameters of the probabilistic model. This represents an important step toward the design of competent incremental estimation of distribution algorithms that can solve difficult nearly decomposable problems scalably and reliably.

More in: Technology , Education
  • Full Name Full Name Comment goes here.
    Are you sure you want to
    Your message goes here
    Be the first to comment
No Downloads

Views

Total Views
4,451
On Slideshare
4,379
From Embeds
72
Number of Embeds
2

Actions

Shares
Downloads
0
Comments
0
Likes
1

Embeds 72

http://www.techgig.com 48
http://medal.cs.umsl.edu 24

Report content

Flagged as inappropriate Flag as inappropriate
Flag as inappropriate

Select your reason for flagging this presentation as inappropriate.

Cancel
    No notes for slide

Transcript

  • 1. iBOA Incremental Bayesian Optimization Algorithm Martin Pelikan, Kumara Sastry and David E. Goldberg Missouri Estimation of Distribution Algorithms Laboratory (MEDAL) University of Missouri, St. Louis, MO http://medal.cs.umsl.edu/ pelikan@cs.umsl.edu Illinois Genetic Algorithms Laboratory University of Illinois at Urbana-Champaign, Urbana, IL http://www-illigal.ge.uiuc.edu/ kumara@kumarasastry.com deg@uiuc.edu Martin Pelikan, Kumara Sastry, David E. Goldberg iBOA: The Incremental Bayesian Optimization Algorithm