Premature convergence

In genetic algorithms, the term of premature convergence means that a population for an optimization problem converged too early, resulting in being… (More)
Wikipedia

Topic mentions per year

Topic mentions per year

1978-2018
010020019782018

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2010
2010
The fundamental dichotomy in evolutionary algorithms is that between exploration and exploitation. Recently, several algorithms… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 5
  • figure 4
Is this relevant?
2009
2009
Monte-Carlo localization uses particle filtering to estimate the position of the robot. The method is known to suffer from the… (More)
  • figure 1
  • figure 2
  • table 1
  • table 2
  • table 3
Is this relevant?
2008
2008
The optimum of numerical problems quite often lies on the constraint boundary or even in a vertex of the feasible search space… (More)
  • table 1
  • figure 1
  • figure 2
  • figure 3
  • figure 4
Is this relevant?
Highly Cited
2006
Highly Cited
2006
To reduce the problem of premature convergence we define a new method for measuring an individual's age and propose the Age… (More)
  • table 1
  • figure 1
  • figure 2
  • figure 4
  • figure 3
Is this relevant?
2006
2006
Premature convergence to suboptimal solutions is one of the prime concerns of using evolutionary algorithms (EA) in high… (More)
  • table I
  • table III
  • table II
Is this relevant?
Highly Cited
2006
Highly Cited
2006
This paper presents a variant of particle swarm optimizers (PSOs) that we call the comprehensive learning particle swarm… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
2001
Highly Cited
2001
Self-adaptive mutations are known to endow evolutionary algorithms (EAs) with the ability of locating local optima quickly and… (More)
  • figure 1
  • figure 2
Is this relevant?
2000
2000
To self-adapt ([Schwefel, 1981], [Fogel et al., 1991]) a search parameter, rather than fixing the parameter globally before… (More)
  • figure 1
  • figure 3
  • figure 2
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
1997
Highly Cited
1997
In this paper, a concept of degree of population diversity is introduced to quantitatively characterize and theoretically analyze… (More)
Is this relevant?
Highly Cited
1996
Highly Cited
1996
An analogy with the way ant colonies function has suggested the definition of a new computational paradigm, which we call ant… (More)
Is this relevant?