Goal-oriented preservation of essential genetic information by offspring selection

Michael Affenzeller; Stefan Wagner; Stephan Winkler

doi:10.1145/1068009.1068276

Goal-oriented preservation of essential genetic information by offspring selection

Michael Affenzeller, Stefan Wagner, Stephan Winkler

Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

13 Citations (Scopus)

Abstract

This contribution proposes an enhanced and generic selection model for Genetic Algorithms (GAs) and Genetic Programming (GP) which is able to preserve the alleles which are part of a high quality solution. Some selected aspects of these enhanced techniques are discussed exemplarily on the basis of standardized benchmark problems.

Original language	English
Title of host publication	GECCO 2005 - Genetic and Evolutionary Computation Conference
Editors	H.G. Beyer, U.M. O'Reilly, D. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cantu-Paz, D. Dasgupta, K. Deb, al et al
Publisher	ACM Sigevo
Pages	1595-1596
Number of pages	2
ISBN (Print)	1595930108
DOIs	https://doi.org/10.1145/1068009.1068276
Publication status	Published - 2005
Event	GECCO 2005 - Genetic and Evolutionary Computation Conference - Washington, D.C., United States Duration: 25 Jun 2005 → 29 Jun 2005

Publication series

Name	GECCO 2005 - Genetic and Evolutionary Computation Conference

Conference

Conference	GECCO 2005 - Genetic and Evolutionary Computation Conference
Country/Territory	United States
City	Washington, D.C.
Period	25.06.2005 → 29.06.2005

Keywords

Adaptation/self adaptation
Genetic Algorithms
Selection

Access to Document

10.1145/1068009.1068276

Cite this

Affenzeller, M., Wagner, S., & Winkler, S. (2005). Goal-oriented preservation of essential genetic information by offspring selection. In H. G. Beyer, U. M. O'Reilly, D. Arnold, W. Banzhaf, C. Blum, E. W. Bonabeau, E. Cantu-Paz, D. Dasgupta, K. Deb, & A. et al (Eds.), GECCO 2005 - Genetic and Evolutionary Computation Conference (pp. 1595-1596). (GECCO 2005 - Genetic and Evolutionary Computation Conference). ACM Sigevo. https://doi.org/10.1145/1068009.1068276

Affenzeller, Michael ; Wagner, Stefan ; Winkler, Stephan. / Goal-oriented preservation of essential genetic information by offspring selection. GECCO 2005 - Genetic and Evolutionary Computation Conference. editor / H.G. Beyer ; U.M. O'Reilly ; D. Arnold ; W. Banzhaf ; C. Blum ; E.W. Bonabeau ; E. Cantu-Paz ; D. Dasgupta ; K. Deb ; al et al. ACM Sigevo, 2005. pp. 1595-1596 (GECCO 2005 - Genetic and Evolutionary Computation Conference).

@inproceedings{3ded666630d1467390a3aaab88abd349,

title = "Goal-oriented preservation of essential genetic information by offspring selection",

abstract = "This contribution proposes an enhanced and generic selection model for Genetic Algorithms (GAs) and Genetic Programming (GP) which is able to preserve the alleles which are part of a high quality solution. Some selected aspects of these enhanced techniques are discussed exemplarily on the basis of standardized benchmark problems.",

keywords = "Adaptation/self adaptation, Genetic Algorithms, Selection",

author = "Michael Affenzeller and Stefan Wagner and Stephan Winkler",

year = "2005",

doi = "10.1145/1068009.1068276",

language = "English",

isbn = "1595930108",

series = "GECCO 2005 - Genetic and Evolutionary Computation Conference",

publisher = "ACM Sigevo",

pages = "1595--1596",

editor = "H.G. Beyer and U.M. O'Reilly and D. Arnold and W. Banzhaf and C. Blum and E.W. Bonabeau and E. Cantu-Paz and D. Dasgupta and K. Deb and {et al}, al",

booktitle = "GECCO 2005 - Genetic and Evolutionary Computation Conference",

}

Affenzeller, M , Wagner, S & Winkler, S 2005, Goal-oriented preservation of essential genetic information by offspring selection. in HG Beyer, UM O'Reilly, D Arnold, W Banzhaf, C Blum, EW Bonabeau, E Cantu-Paz, D Dasgupta, K Deb & A et al (eds), GECCO 2005 - Genetic and Evolutionary Computation Conference. GECCO 2005 - Genetic and Evolutionary Computation Conference, ACM Sigevo, pp. 1595-1596, GECCO 2005 - Genetic and Evolutionary Computation Conference, Washington, D.C., United States, 25.06.2005. https://doi.org/10.1145/1068009.1068276

Goal-oriented preservation of essential genetic information by offspring selection. / Affenzeller, Michael ; Wagner, Stefan ; Winkler, Stephan.
GECCO 2005 - Genetic and Evolutionary Computation Conference. ed. / H.G. Beyer; U.M. O'Reilly; D. Arnold; W. Banzhaf; C. Blum; E.W. Bonabeau; E. Cantu-Paz; D. Dasgupta; K. Deb; al et al. ACM Sigevo, 2005. p. 1595-1596 (GECCO 2005 - Genetic and Evolutionary Computation Conference).

Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

TY - GEN

T1 - Goal-oriented preservation of essential genetic information by offspring selection

AU - Affenzeller, Michael

AU - Wagner, Stefan

AU - Winkler, Stephan

PY - 2005

Y1 - 2005

N2 - This contribution proposes an enhanced and generic selection model for Genetic Algorithms (GAs) and Genetic Programming (GP) which is able to preserve the alleles which are part of a high quality solution. Some selected aspects of these enhanced techniques are discussed exemplarily on the basis of standardized benchmark problems.

AB - This contribution proposes an enhanced and generic selection model for Genetic Algorithms (GAs) and Genetic Programming (GP) which is able to preserve the alleles which are part of a high quality solution. Some selected aspects of these enhanced techniques are discussed exemplarily on the basis of standardized benchmark problems.

KW - Adaptation/self adaptation

KW - Genetic Algorithms

KW - Selection

UR - http://www.scopus.com/inward/record.url?scp=32444433059&partnerID=8YFLogxK

U2 - 10.1145/1068009.1068276

DO - 10.1145/1068009.1068276

M3 - Conference contribution

SN - 1595930108

T3 - GECCO 2005 - Genetic and Evolutionary Computation Conference

SP - 1595

EP - 1596

BT - GECCO 2005 - Genetic and Evolutionary Computation Conference

A2 - Beyer, H.G.

A2 - O'Reilly, U.M.

A2 - Arnold, D.

A2 - Banzhaf, W.

A2 - Blum, C.

A2 - Bonabeau, E.W.

A2 - Cantu-Paz, E.

A2 - Dasgupta, D.

A2 - Deb, K.

A2 - et al, al

PB - ACM Sigevo

T2 - GECCO 2005 - Genetic and Evolutionary Computation Conference

Y2 - 25 June 2005 through 29 June 2005

ER -

Affenzeller M , Wagner S , Winkler S. Goal-oriented preservation of essential genetic information by offspring selection. In Beyer HG, O'Reilly UM, Arnold D, Banzhaf W, Blum C, Bonabeau EW, Cantu-Paz E, Dasgupta D, Deb K, et al A, editors, GECCO 2005 - Genetic and Evolutionary Computation Conference. ACM Sigevo. 2005. p. 1595-1596. (GECCO 2005 - Genetic and Evolutionary Computation Conference). doi: 10.1145/1068009.1068276

Goal-oriented preservation of essential genetic information by offspring selection

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this