Random search

Random search (RS) is a family of numerical optimization methods that do not require the gradient of the problem to be optimized, and RS can hence be… (More)
Wikipedia

Topic mentions per year

Topic mentions per year

1959-2017
05010019592017

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2014
Highly Cited
2014
Automated program repair recently received considerable attentions, and many techniques on this research area have been proposed… (More)
  • table 1
  • table 2
  • figure 1
  • figure 2
Is this relevant?
Highly Cited
2012
Highly Cited
2012
Many machine learning algorithms have hyperparameters flags, values, and other configuration information that guides the… (More)
  • figure 1
  • figure 2
Is this relevant?
Highly Cited
2009
Highly Cited
2009
In this work we discuss some recent contributions to the random search problem. Our analysis includes superdiffusive Lévy… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
2008
Highly Cited
2008
Recently an incremental algorithm referred to as incremental extreme learning machine (I-ELM) was proposed by Huang et al. [G.-B… (More)
  • table 1
  • table 3
  • figure 1
  • table 2
  • figure 2
Is this relevant?
Highly Cited
2005
Highly Cited
2005
Most engineering optimization algorithms are based on numerical linear and nonlinear programming methods that require substantial… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
2003
Highly Cited
2003
Feature selection is an effective technique in dealing with dimensionality reduction. For classification, it is used to find an… (More)
  • figure 1
  • figure 2
  • table 1
  • figure 3
  • figure 4
Is this relevant?
Highly Cited
2003
Highly Cited
2003
Parameter configuration is a common procedure used in large-scale network protocols to support multiple operational goals. It can… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
2001
Highly Cited
2001
In this paper we describe the search strategies developed for docking flexible molecules to macomolecular sites that are… (More)
  • figure 1
  • figure 2
  • table 1
  • table 1
  • table 2
Is this relevant?
Highly Cited
1993
Highly Cited
1993
In two previous papers we explored some of the systems aspects of applying large numbers of inexpensive robots to real world… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
Is this relevant?
Highly Cited
1981
Highly Cited
1981
 
Is this relevant?