Publication result detail

A Statistical Approach to Comparison of Genetic Algorithms

ROUPEC, J.

Original Title

A Statistical Approach to Comparison of Genetic Algorithms

English Title

A Statistical Approach to Comparison of Genetic Algorithms

Type

Paper in proceedings (conference paper)

Original Abstract

The paper purpose is to discuss the comparison of GAs. The iterations are considered as random element realizations for GAs formally defined. The quantification of algorithm capabilities inspires the use of statistical methods. The significant difference between various setups is detected by statistical tests for the test problem.

English abstract

The paper purpose is to discuss the comparison of GAs. The iterations are considered as random element realizations for GAs formally defined. The quantification of algorithm capabilities inspires the use of statistical methods. The significant difference between various setups is detected by statistical tests for the test problem.

Key words in English

genetic algorithm, stochastic process, statistical approach

Authors

ROUPEC, J.

RIV year

2011

Released

05.06.2002

Location

Brno, Czech Republic

ISBN

80-214-2135-5

Book

MENDEL 2002, 8th International Conference on Soft Computing

Pages from

147

Pages to

152

Pages count

6

Full text in the Digital Library

http://hdl.handle.net/

BibTex

@inproceedings{BUT5794,
  author="Jan {Roupec}",
  title="A Statistical Approach to Comparison of Genetic Algorithms",
  booktitle="MENDEL 2002, 8th International Conference on Soft Computing",
  year="2002",
  pages="147--152",
  address="Brno, Czech Republic",
  isbn="80-214-2135-5"
}