Jump to content

File:PSO Meta-Fitness Landscape (12 benchmark problems).JPG

Page contents not supported in other languages.
This is a file from the Wikimedia Commons
From Wikipedia, the free encyclopedia

Original file (1,042 × 689 pixels, file size: 148 KB, MIME type: image/jpeg)

Summary

Description
English: Performance landscape showing how a simple Particle Swarm Optimization (PSO) variant performs in aggregate on several benchmark problems when varying two PSO parameters. Lower meta-fitness values means better PSO performance. Such a performance landscape is very time-consuming to compute, especially for optimizers with several behavioural parameters, but it can be searched efficiently using the simple meta-optimization approach by Pedersen implemented in SwarmOps to uncover PSO parameters with good performance. Good choices would here seem to be in the region and , and the region and
Deutsch: Gütefunktion, die zeigt wie gut eine einfache Variante der Partikelschwarmoptimierung (PSO) verschiedene Testfunktionen unter Veränderung zweier Parameter insgesamt bearbeitet. Ein kleinerer Meta-Fitness-Wert bedeutet eine bessere Performance der PSO. Eine gute Parameterwahl läge hier in der Region und , und in der Region und
Date
Source Own work
Author Pedersen, M.E.H., Tuning & Simplifying Heuristical Optimization, PhD Thesis, 2010, University of Southampton, School of Engineering Sciences, Computational Engineering and Design Group.

Licensing

Public domain I, the copyright holder of this work, release this work into the public domain. This applies worldwide.
In some countries this may not be legally possible; if so:
I grant anyone the right to use this work for any purpose, without any conditions, unless such conditions are required by law.

Captions

Add a one-line explanation of what this file represents

Items portrayed in this file

depicts

1 January 2010

File history

Click on a date/time to view the file as it appeared at that time.

Date/TimeThumbnailDimensionsUserComment
current07:50, 19 March 2010Thumbnail for version as of 07:50, 19 March 20101,042 × 689 (148 KB)Optimering{{Information |Description={{en|1=Performance landscape showing how a simple Particle Swarm Optimization (PSO) variant performs in aggregate on several benchmark problems when varying two PSO parameters. Lower meta-fitness values means better PSO performa

The following page uses this file:

Global file usage

The following other wikis use this file:

Metadata