DICE: A new family of bivariate estimation of distribution algorithms based on dichotomised multivariate gaussian distributions

Fergal Lane; R. Muhammad Atif Azad; Conor Ryan

doi:10.1007/978-3-319-55849-3_43

DICE: A new family of bivariate estimation of distribution algorithms based on dichotomised multivariate gaussian distributions

Fergal Lane^*, R. Muhammad Atif Azad, Conor Ryan

^*Corresponding author for this work

University of Limerick

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

2 Citations (Scopus)

Original language	English
Title of host publication	Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Proceedings
Editors	J.Ignacio Hidalgo, Carlos Cotta, Ting Hu, Alberto Tonda, Paolo Burrelli, Matt Coler, Giovanni Iacca, Michael Kampouridis, Antonio M. Mora Garcia, Giovanni Squillero, Anthony Brabazon, Evert Haasdijk, Jacqueline Heinerman, Fabio D Andreagiovanni, Jaume Bacardit, Trung Thanh Nguyen, Sara Silva, Ernesto Tarantino, Anna I. Esparcia-Alcazar, Gerd Ascheid, Kyrre Glette, Stefano Cagnoni, Paul Kaufmann, Francisco Fernandez de Vega, Michalis Mavrovouniotis, Mengjie Zhang, Federico Divina, Kevin Sim, Neil Urquhart, Robert Schaefer
Publisher	Springer Verlag
Pages	670-685
Number of pages	16
ISBN (Print)	9783319558486
DOIs	https://doi.org/10.1007/978-3-319-55849-3_43
Publication status	Published (VoR) - 2017
Event	20th European Conference on the Applications of Evolutionary Computation, EvoApplications 2017 - Amsterdam, Netherlands Duration: 19 Apr 2017 → 21 Apr 2017

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10199 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	20th European Conference on the Applications of Evolutionary Computation, EvoApplications 2017
Country/Territory	Netherlands
City	Amsterdam
Period	19/04/17 → 21/04/17

Keywords

Combinatorial optimization
Dichotomised Gaussian models
EDAs

Access to Document

10.1007/978-3-319-55849-3_43

Cite this

Lane, F., Muhammad Atif Azad, R., & Ryan, C. (2017). DICE: A new family of bivariate estimation of distribution algorithms based on dichotomised multivariate gaussian distributions. In J. I. Hidalgo, C. Cotta, T. Hu, A. Tonda, P. Burrelli, M. Coler, G. Iacca, M. Kampouridis, A. M. Mora Garcia, G. Squillero, A. Brabazon, E. Haasdijk, J. Heinerman, F. D Andreagiovanni, J. Bacardit, T. T. Nguyen, S. Silva, E. Tarantino, A. I. Esparcia-Alcazar, G. Ascheid, K. Glette, S. Cagnoni, P. Kaufmann, F. F. de Vega, M. Mavrovouniotis, M. Zhang, F. Divina, K. Sim, N. Urquhart, ... R. Schaefer (Eds.), Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Proceedings (pp. 670-685). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10199 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-55849-3_43

Lane, Fergal ; Muhammad Atif Azad, R. ; Ryan, Conor. / DICE : A new family of bivariate estimation of distribution algorithms based on dichotomised multivariate gaussian distributions. Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Proceedings. editor / J.Ignacio Hidalgo ; Carlos Cotta ; Ting Hu ; Alberto Tonda ; Paolo Burrelli ; Matt Coler ; Giovanni Iacca ; Michael Kampouridis ; Antonio M. Mora Garcia ; Giovanni Squillero ; Anthony Brabazon ; Evert Haasdijk ; Jacqueline Heinerman ; Fabio D Andreagiovanni ; Jaume Bacardit ; Trung Thanh Nguyen ; Sara Silva ; Ernesto Tarantino ; Anna I. Esparcia-Alcazar ; Gerd Ascheid ; Kyrre Glette ; Stefano Cagnoni ; Paul Kaufmann ; Francisco Fernandez de Vega ; Michalis Mavrovouniotis ; Mengjie Zhang ; Federico Divina ; Kevin Sim ; Neil Urquhart ; Robert Schaefer. Springer Verlag, 2017. pp. 670-685 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "DICE: A new family of bivariate estimation of distribution algorithms based on dichotomised multivariate gaussian distributions",

keywords = "Combinatorial optimization, Dichotomised Gaussian models, EDAs",

author = "Fergal Lane and {Muhammad Atif Azad}, R. and Conor Ryan",

note = "Funding Information: This work was supported, in part, by Science Foundation Ireland grant 10/CE/I1855 to Lero - the Irish Software Engineering Research Centre ( www.lero.ie ). Publisher Copyright: {\textcopyright} Springer International Publishing AG 2017.; 20th European Conference on the Applications of Evolutionary Computation, EvoApplications 2017 ; Conference date: 19-04-2017 Through 21-04-2017",

year = "2017",

doi = "10.1007/978-3-319-55849-3_43",

language = "English",

isbn = "9783319558486",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "670--685",

editor = "J.Ignacio Hidalgo and Carlos Cotta and Ting Hu and Alberto Tonda and Paolo Burrelli and Matt Coler and Giovanni Iacca and Michael Kampouridis and {Mora Garcia}, {Antonio M.} and Giovanni Squillero and Anthony Brabazon and Evert Haasdijk and Jacqueline Heinerman and {D Andreagiovanni}, Fabio and Jaume Bacardit and Nguyen, {Trung Thanh} and Sara Silva and Ernesto Tarantino and Esparcia-Alcazar, {Anna I.} and Gerd Ascheid and Kyrre Glette and Stefano Cagnoni and Paul Kaufmann and {de Vega}, {Francisco Fernandez} and Michalis Mavrovouniotis and Mengjie Zhang and Federico Divina and Kevin Sim and Neil Urquhart and Robert Schaefer",

booktitle = "Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Proceedings",

}

Lane, F, Muhammad Atif Azad, R & Ryan, C 2017, DICE: A new family of bivariate estimation of distribution algorithms based on dichotomised multivariate gaussian distributions. in JI Hidalgo, C Cotta, T Hu, A Tonda, P Burrelli, M Coler, G Iacca, M Kampouridis, AM Mora Garcia, G Squillero, A Brabazon, E Haasdijk, J Heinerman, F D Andreagiovanni, J Bacardit, TT Nguyen, S Silva, E Tarantino, AI Esparcia-Alcazar, G Ascheid, K Glette, S Cagnoni, P Kaufmann, FF de Vega, M Mavrovouniotis, M Zhang, F Divina, K Sim, N Urquhart & R Schaefer (eds), Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10199 LNCS, Springer Verlag, pp. 670-685, 20th European Conference on the Applications of Evolutionary Computation, EvoApplications 2017, Amsterdam, Netherlands, 19/04/17. https://doi.org/10.1007/978-3-319-55849-3_43

DICE: A new family of bivariate estimation of distribution algorithms based on dichotomised multivariate gaussian distributions. / Lane, Fergal; Muhammad Atif Azad, R.; Ryan, Conor.
Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Proceedings. ed. / J.Ignacio Hidalgo; Carlos Cotta; Ting Hu; Alberto Tonda; Paolo Burrelli; Matt Coler; Giovanni Iacca; Michael Kampouridis; Antonio M. Mora Garcia; Giovanni Squillero; Anthony Brabazon; Evert Haasdijk; Jacqueline Heinerman; Fabio D Andreagiovanni; Jaume Bacardit; Trung Thanh Nguyen; Sara Silva; Ernesto Tarantino; Anna I. Esparcia-Alcazar; Gerd Ascheid; Kyrre Glette; Stefano Cagnoni; Paul Kaufmann; Francisco Fernandez de Vega; Michalis Mavrovouniotis; Mengjie Zhang; Federico Divina; Kevin Sim; Neil Urquhart; Robert Schaefer. Springer Verlag, 2017. p. 670-685 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10199 LNCS).

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

TY - GEN

T1 - DICE

T2 - 20th European Conference on the Applications of Evolutionary Computation, EvoApplications 2017

AU - Lane, Fergal

AU - Muhammad Atif Azad, R.

AU - Ryan, Conor

N1 - Funding Information: This work was supported, in part, by Science Foundation Ireland grant 10/CE/I1855 to Lero - the Irish Software Engineering Research Centre ( www.lero.ie ). Publisher Copyright: © Springer International Publishing AG 2017.

PY - 2017

Y1 - 2017

KW - Combinatorial optimization

KW - Dichotomised Gaussian models

KW - EDAs

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U2 - 10.1007/978-3-319-55849-3_43

DO - 10.1007/978-3-319-55849-3_43

M3 - Conference contribution

AN - SCOPUS:85017526276

SN - 9783319558486

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 670

EP - 685

BT - Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Proceedings

A2 - Hidalgo, J.Ignacio

A2 - Cotta, Carlos

A2 - Hu, Ting

A2 - Tonda, Alberto

A2 - Burrelli, Paolo

A2 - Coler, Matt

A2 - Iacca, Giovanni

A2 - Kampouridis, Michael

A2 - Mora Garcia, Antonio M.

A2 - Squillero, Giovanni

A2 - Brabazon, Anthony

A2 - Haasdijk, Evert

A2 - Heinerman, Jacqueline

A2 - D Andreagiovanni, Fabio

A2 - Bacardit, Jaume

A2 - Nguyen, Trung Thanh

A2 - Silva, Sara

A2 - Tarantino, Ernesto

A2 - Esparcia-Alcazar, Anna I.

A2 - Ascheid, Gerd

A2 - Glette, Kyrre

A2 - Cagnoni, Stefano

A2 - Kaufmann, Paul

A2 - de Vega, Francisco Fernandez

A2 - Mavrovouniotis, Michalis

A2 - Zhang, Mengjie

A2 - Divina, Federico

A2 - Sim, Kevin

A2 - Urquhart, Neil

A2 - Schaefer, Robert

PB - Springer Verlag

Y2 - 19 April 2017 through 21 April 2017

ER -

Lane F, Muhammad Atif Azad R, Ryan C. DICE: A new family of bivariate estimation of distribution algorithms based on dichotomised multivariate gaussian distributions. In Hidalgo JI, Cotta C, Hu T, Tonda A, Burrelli P, Coler M, Iacca G, Kampouridis M, Mora Garcia AM, Squillero G, Brabazon A, Haasdijk E, Heinerman J, D Andreagiovanni F, Bacardit J, Nguyen TT, Silva S, Tarantino E, Esparcia-Alcazar AI, Ascheid G, Glette K, Cagnoni S, Kaufmann P, de Vega FF, Mavrovouniotis M, Zhang M, Divina F, Sim K, Urquhart N, Schaefer R, editors, Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Proceedings. Springer Verlag. 2017. p. 670-685. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-55849-3_43

DICE: A new family of bivariate estimation of distribution algorithms based on dichotomised multivariate gaussian distributions

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