In genetic algorithms, the term of premature convergence means that a population for an optimization problem converged too early, resulting in beingâ€¦Â (More)

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2010

2010

- Josh C. Bongard, Gregory Hornby
- GECCO
- 2010

The fundamental dichotomy in evolutionary algorithms is that between exploration and exploitation. Recently, several algorithmsâ€¦Â (More)

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2009

2009

- Gert Kootstra, Bart de Boer
- Robotics and Autonomous Systems
- 2009

Monte-Carlo localization uses particle filtering to estimate the position of the robot. The method is known to suffer from theâ€¦Â (More)

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2008

2008

- Oliver Kramer
- PPSN
- 2008

The optimum of numerical problems quite often lies on the constraint boundary or even in a vertex of the feasible search spaceâ€¦Â (More)

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Highly Cited

2006

Highly Cited

2006

- Gregory Hornby
- GECCO
- 2006

To reduce the problem of premature convergence we define a new method for measuring an individual's age and propose the Ageâ€¦Â (More)

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2006

2006

- Maumita Bhattacharya
- 2006 IEEE International Conference onâ€¦
- 2006

Premature convergence to suboptimal solutions is one of the prime concerns of using evolutionary algorithms (EA) in highâ€¦Â (More)

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Highly Cited

2006

Highly Cited

2006

- Jing J. Liang, A. Kai Qin, Ponnuthurai Nagaratnam Suganthan, S. Baskar
- IEEE Transactions on Evolutionary Computation
- 2006

This paper presents a variant of particle swarm optimizers (PSOs) that we call the comprehensive learning particle swarmâ€¦Â (More)

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Highly Cited

2001

Highly Cited

2001

- GÃ¼nter Rudolph
- IEEE Trans. Evolutionary Computation
- 2001

Self-adaptive mutations are known to endow evolutionary algorithms (EAs) with the ability of locating local optima quickly andâ€¦Â (More)

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2000

2000

To self-adapt ([Schwefel, 1981], [Fogel et al., 1991]) a search parameter, rather than fixing the parameter globally beforeâ€¦Â (More)

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Highly Cited

1997

Highly Cited

1997

- Yee Leung, Yong Gao, Zongben Xu
- IEEE Trans. Neural Networks
- 1997

In this paper, a concept of degree of population diversity is introduced to quantitatively characterize and theoretically analyzeâ€¦Â (More)

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Highly Cited

1996

Highly Cited

1996

- Marco Dorigo, Vittorio Maniezzo, Alberto Colorni
- IEEE Trans. Systems, Man, and Cybernetics, Part B
- 1996

An analogy with the way ant colonies function has suggested the definition of a new computational paradigm, which we call antâ€¦Â (More)

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