Meta-optimization

In numerical optimization, meta-optimization is the use of one optimization method to tune another optimization method. Meta-optimization is reported… (More)
Wikipedia

Topic mentions per year

Topic mentions per year

1996-2018
0246819962018

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2014
2014
The process of identifying the optimal parameters for an optimization algorithm or a machine learning one is usually costly… (More)
  • figure 1
  • figure 2
  • figure 4
  • figure 3
  • figure 6
Is this relevant?
2013
2013
This paper introduces a meta-optimization algorithm called NeuroEvolutionary Meta-Optimization (NEMO) that evolves an algorithm… (More)
  • figure 1
  • figure 2
  • figure 3
  • table I
  • table II
Is this relevant?
2012
2012
Meta-learning is a method of improving results of algorithm by learning from metafeatures which describe problem instances and… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
2012
2012
Meta-optimization techniques for tuning algorithm parameters usually try to find optimal parameter settings for a given… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
2011
2011
Erklärung Hiermit erkläre ich an Eides statt, dass ich die vorliegende Arbeit selbstständig und ohne fremde Hilfe verfasst… (More)
  • figure 2.1
  • figure 2.2
  • figure 2.3
  • figure 2.4
  • figure 3.1
Is this relevant?
2011
2011
In the recent decades many di erent metaheuristic algorithms have been developed and applied to various problems. According to… (More)
  • figure 1
  • figure 2
  • table I
  • table III
  • table II
Is this relevant?
Highly Cited
2010
Highly Cited
2010
The general purpose optimization method known as Particle Swarm Optimization (PSO) has received much attention in past years… (More)
  • figure 3
  • table 1
  • table 2
  • table 3
  • figure 6
Is this relevant?
2010
2010
In this paper, a meta-optimization algorithm, based on Local Unimodal Sampling (LUS), has been applied to tune selected… (More)
  • figure 1
  • figure 2
  • figure 3
  • table 1
  • table 2
Is this relevant?
Highly Cited
2005
Highly Cited
2005
Particle Swarm Optimization (PSO) is an established method for parameter optimization. It represents a population-based adaptive… (More)
  • table 1
  • table 2
  • table 3
  • table 4
  • table 5
Is this relevant?
2004
2004
Several optimization techniques are hindered by uncertainties about the control flow in a program, which can generally not be… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • table 1
Is this relevant?