In numerical optimization, meta-optimization is the use of one optimization method to tune another optimization method. Meta-optimization is reportedâ€¦Â (More)

Semantic Scholar uses AI to extract papers important to this topic.

2014

2014

- Michel Camilleri
- 2014

The process of identifying the optimal parameters for an optimization algorithm or a machine learning one is usually costlyâ€¦Â (More)

Is this relevant?

2013

2013

- Andreas Lang, Kenneth O. Stanley
- The 2013 International Joint Conference on Neuralâ€¦
- 2013

This paper introduces a meta-optimization algorithm called NeuroEvolutionary Meta-Optimization (NEMO) that evolves an algorithmâ€¦Â (More)

Is this relevant?

2012

2012

Meta-learning is a method of improving results of algorithm by learning from metafeatures which describe problem instances andâ€¦Â (More)

Is this relevant?

2012

2012

- Juergen Branke, Jawad Elomari
- GECCO
- 2012

Meta-optimization techniques for tuning algorithm parameters usually try to find optimal parameter settings for a givenâ€¦Â (More)

Is this relevant?

2011

2011

- Christoph NeumÃ¼ller, Stefan Wagner, Gabriel Kronberger, Michael Affenzeller
- EUROCAST
- 2011

ErklÃ¤rung Hiermit erklÃ¤re ich an Eides statt, dass ich die vorliegende Arbeit selbststÃ¤ndig und ohne fremde Hilfe verfasstâ€¦Â (More)

Is this relevant?

2011

2011

- Christoph NeumÃ¼ller, Andreas Scheibenp, Stefan Wagner, Andreas Beham, Michael A enzeller, Josef Ressel-Centre
- 2011

In the recent decades many di erent metaheuristic algorithms have been developed and applied to various problems. According toâ€¦Â (More)

Is this relevant?

Highly Cited

2010

Highly Cited

2010

- M. E. H. Pedersen, Andrew J. Chipperfield
- Appl. Soft Comput.
- 2010

The general purpose optimization method known as Particle Swarm Optimization (PSO) has received much attention in past yearsâ€¦Â (More)

Is this relevant?

2010

2010

In this paper, a meta-optimization algorithm, based on Local Unimodal Sampling (LUS), has been applied to tune selectedâ€¦Â (More)

Is this relevant?

Highly Cited

2005

Highly Cited

2005

- Michael Meissner, Michael Schmuker, Gisbert Schneider
- BMC Bioinformatics
- 2005

Particle Swarm Optimization (PSO) is an established method for parameter optimization. It represents a population-based adaptiveâ€¦Â (More)

Is this relevant?

2004

2004

- Michael Rock, Andreas Koch
- Euro-Par
- 2004

Several optimization techniques are hindered by uncertainties about the control flow in a program, which can generally not beâ€¦Â (More)

Is this relevant?