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Special issue on GECCO competitions

Daniele Loiacono, Moshe Sipper
2014 Genetic Programming and Evolvable Machines  
In 2013 GECCO offered six different competitions, which received a total of 31 submissions: • The Visualizing Evolution competition was organized by David Walker, Richard Everson, and Jonathan Fieldsend  ...  Submissions were evaluated by the organizers based on originality, quality, and relevance. • The Evolutionary Art, Design, and Creativity competition, organized by aimed at showcasing human-quality artistic  ...  Entries were evaluated by the organizers based both on quality and prediction accuracy. This special issue includes a selection of four top works submitted to the competitions of GECCO 2013.  ... 
doi:10.1007/s10710-014-9226-0 fatcat:g33resflefdvfpzn4c4i5ifzau

Human-Competitive Awards 2018 [article]

W. B. Langdon
2018 arXiv   pre-print
Report on Humies competition at GECCO 2018 in Japan  ...  We are now approaching the 20 th anniversary of "Genetic Programming and Evolvable Machines" and there will be a special issue to celebrate. 3  ...  So to enter the Humie competition it is necessary to show that you satisfy one of the following 8 criteria, which where originally proposed by Koza in the 10 th anniversary issue of GP+EM [5] 1 : • (  ... 
arXiv:1810.09416v1 fatcat:simxf2q2jzgcfo2s6lndtjsdmm

Enhanced Innovation: A Fusion of Chance Discovery and Evolutionary Computation to Foster Creative Processes and Decision Making [chapter]

Xavier Llorà, Kei Ohnishi, Ying-ping Chen, David E. Goldberg, Michael E. Welge
2004 Lecture Notes in Computer Science  
, (reviewer). • Genetic and Evolutionary Computation Conference (GECCO'2003) . • Special Issue on Learning Classifier Systems of the Journal of Evolutionary Computation, MIT press, (reviewer). • Special  ...  . • Genetic and Evolutionary Computation Conference (GECCO'2004). • Special Issue on Knowledge Extraction and Incorporation in Evolutionary Computation of the IEEE Transactions on Systems, Man, and Cybernetics  ... 
doi:10.1007/978-3-540-24855-2_143 fatcat:vvp2ougoifaitmxfegm6p53t6e

Constraint-handling techniques used with evolutionary algorithms

Carlos A Coello Coello
2007 Proceedings of the 2007 GECCO conference companion on Genetic and evolutionary computation - GECCO '07  
In some cases, special operators have also been designed in order to produce offspring that lie on the boundary between the feasible and the infeasible region. 51 Special representations and operators  ...  Recent Approaches Three modern constraint-handling approaches that use penalty functions deserve special consideration, since they are highly competitive: • Self-Adaptive Fitness Formulation • ASCHEA  ...  hybridized with an AIS (based on the negative selection approach).  ... 
doi:10.1145/1274000.1274105 dblp:conf/gecco/Coello07 fatcat:c5lnzh5ptjh7xa52n4ipwissty

Better GP benchmarks: community survey results and proposals

David R. White, James McDermott, Mauro Castelli, Luca Manzoni, Brian W. Goldman, Gabriel Kronberger, Wojciech Jaśkowski, Una-May O'Reilly, Sean Luke
2012 Genetic Programming and Evolvable Machines  
Thanks to all those who participated in the GP survey and have engaged in discussion through the GP mailing list, the benchmark mailing list, and the GECCO 2012 debate.  ...  Thanks to Ricardo Segurado and the University College Dublin CSTAR statistics consultancy; thanks to Marilyn McGee-Lennon in the School of Computing Science at the University of Glasgow for her advice on  ...  Of all the respondents, 37% had attended the GECCO presentation, and 57% had read the GECCO paper. Almost all (89%) claimed to have medium to high expertise in GP benchmark issues.  ... 
doi:10.1007/s10710-012-9177-2 fatcat:hlusjunk7ferfahx4rk5mpgz5i

Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines

Julian F. Miller, Riccardo Poli
2010 Genetic Programming and Evolvable Machines  
Acknowledgments We would like to thank the editor-in-chief, Lee Spector, for suggesting and supporting this special issue.  ...  Three articles were invited to act as reference points for the special issue: one on theoretical results in GP, a review of human-competitive applications of GP and one aimed at providing a snapshot of  ...  In 1994, 10 years before the establishment of the annual human-competitive results competition at the 2004 Genetic and Evolutionary Computation Conference (GECCO 2004) , he obtained the first human competitive  ... 
doi:10.1007/s10710-010-9115-0 fatcat:bgfdqrboljfbdghj4e4mkwkpee

How to find a scientific revolution: intellectual field formation and the analysis of terms

Bradly Alicea
2017 Figshare  
Example 3: Stability of GECCO topics over time.  ...  One issue revolves around whether the findings of the extended synthesis should constitute a paradigm shift, or whether the extended synthesis is best integrated into the predominant evolutionary framework  ... 
doi:10.6084/m9.figshare.5684347.v1 fatcat:fl7mqjfy7rfcxpgxsefcz47zaq

Zulu: An Interactive Learning Competition [chapter]

David Combe, Colin de la Higuera, Jean-Christophe Janodet
2010 Lecture Notes in Computer Science  
In order to better understand what the better strategies may be, a new competition called Zulu ( is launched: participants are invited to learn deterministic  ...  -The Gecco conference organised a competition involving learning DFA from noisy samples (  ...  One task on which grammatical inference is proving to be particularly useful is that of wrapper induction: the idea is to find in a web page (or various of the same type) all arguments of a special sort  ... 
doi:10.1007/978-3-642-14684-8_15 fatcat:izctpjmvjvaknnkjbphygnuqhu

How to find a scientific revolution: intellectual field formation and the analysis of terms

Bradly Alicea
2017 Figshare  
Example 4: Stability of GECCO topics over time.  ...  One issue revolves around whether the findings of the extended synthesis should constitute a paradigm shift, or whether the extended synthesis is best integrated into the predominant evolutionary framework  ... 
doi:10.6084/m9.figshare.5684347.v2 fatcat:dyx543ud4bdetjnlusi3mankhe

Evolutionary robotics

Evert Haasdijk, Nicolas Bredeche, Stefano Nolfi, A. E. Eiben
2014 Evolutionary Intelligence  
This special issue on evolutionary robotics aims to recognise this recent growth as well as to further encourage the development of the field.  ...  We hope that this special issue encourages researchers to join or persevere this lively and interesting area of research.  ... 
doi:10.1007/s12065-014-0113-7 fatcat:b3dwhzzfdfenlijmes6y4epaei

The 2009 Simulated Car Racing Championship

Daniele Loiacono, Pier Luca Lanzi, Julian Togelius, Enrique Onieva, David A Pelta, Martin V Butz, Thies D Lönneker, Luigi Cardamone, Diego Perez, Yago Sáez, Mike Preuss, Jan Quadflieg
2010 IEEE Transactions on Computational Intelligence and AI in Games  
ACM Genetic and Evolutionary Computation Conference (GECCO), and the 2009 IEEE Symposium on Computational Intelligence and Games (CIG).  ...  In this paper, we overview the 2009 Simulated Car Racing Championship-an event comprising three competitions held in association with the 2009 IEEE Congress on Evolutionary Computation (CEC), the 2009  ...  Togelius, would like to thank all the competitors, without whom there would be no competition or championship at all.  ... 
doi:10.1109/tciaig.2010.2050590 fatcat:uqxuu55u6zgy7ne5cabbhrjeiy

Guest editorial: special issue on biologically inspired music, sound, art and design

Juan Romero, Penousal Machado, Adrian Carballal
2013 Genetic Programming and Evolvable Machines  
It was followed by the 1999 Artificial Intelligence and the Simulation of Behaviour workshop on Creative Evolutionary Systems [8] and by the special issue on Creative Evolutionary Systems [9] of the  ...  The present special issue celebrates the 10th anniversary of evomusart and its transformation into a conference.  ... 
doi:10.1007/s10710-013-9191-z fatcat:nvkzvm4ffnbm3kqvwm24y5sxau

Tuning parameters across mixed dimensional instances

Tianjun Liao, Marco A. Montes de Oca, Thomas Stützle
2011 Proceedings of the 13th annual conference companion on Genetic and evolutionary computation - GECCO '11  
In fact, in a special issue of the Soft Computing journal [11] (throughout the rest of the paper, we will refer to this special issue as SOCO), G-CMA-ES was investigated for scalable functions with up  ...  , since overtuning even can not make its performance competitive.  ... 
doi:10.1145/2001858.2002072 dblp:conf/gecco/LiaoOS11 fatcat:fwse5fyzzredxp6uocvuymodn4

Genetic programming needs better benchmarks

James McDermott, Kenneth De Jong, Una-May O'Reilly, David R. White, Sean Luke, Luca Manzoni, Mauro Castelli, Leonardo Vanneschi, Wojciech Jaskowski, Krzysztof Krawiec, Robin Harper
2012 Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference - GECCO '12  
We motivate the development of a benchmark suite and define its goals; we survey existing practice; we enumerate many candidate benchmarks; we report progress on reference implementations; and we set out  ...  The initial step will be an open discussion at GECCO 2012. Next, if GECCO delegates agree, the following plan will be carried out.  ...  In this paper, we review related work and discuss what constitutes a useful benchmark, the status quo of benchmarks in GP, and the statistical issues in evaluating performance on benchmarks.  ... 
doi:10.1145/2330163.2330273 dblp:conf/gecco/McDermottWLMCVJKHJO12 fatcat:b5bc4cuwffhehbffyadqxrthp4

Theory of Randomized Optimization Heuristics (Dagstuhl Reports 19431)

Carola Doerr, Carlos M. Fonseca, Tobias Friedrich, Xin Yao, Michael Wagner
2020 Dagstuhl Reports  
A survey of best practices in empirical benchmarking has been kick-started in the breakout session on Benchmarking: Best Practices and Open Issues.  ...  Benchmarking has been a central topic in several breakout sessions, for example those on Competitions and Benchmarking, Algorithm Selection and Configuration, but also the breakout session on Multi-Objective  ...  this breakout session was to coordinate the working group for writing a commented survey article on "Benchmarking -Best Practices and Open Issues".  ... 
doi:10.4230/dagrep.9.10.61 dblp:journals/dagstuhl-reports/DoerrFFY19 fatcat:72bb4njkqrek5mgisp2p4uw3m4
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