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Introduction to the Special Issue on genetic programming for human-competitive designs

Lee Spector
2008 Artificial intelligence for engineering design, analysis and manufacturing  
Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the author and do not necessarily reflect the views of the National Science Foundation.  ...  ACKNOWLEDGMENTS This material is based upon work supported by the National Science Foundation under Grants 0308540 and 0216344.  ...  Linden present their work on the evolution of a human-competitive design for an antenna that was deployed on a NASA spacecraft in 2006.  ... 
doi:10.1017/s0890060408000115 fatcat:gnsvjpzqfzbyrmcybhzxlzsk6a

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  ...  Introduction The Genetic Programming and Evolvable Machines journal is 10 years old.  ... 
doi:10.1007/s10710-010-9115-0 fatcat:bgfdqrboljfbdghj4e4mkwkpee

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  
Ramon Llull University, University of Girona and The Open University of Catalonia. 1998-1999 Teacher of "Introduction to Programming".  ...  Conference Program Committees and Other Activities • IEEE Systems, Man and Cybernetics Part-B, (reviewer). • Genetic and Evolutionary Computation Conference (GECCO'2004). • Special Issue on Knowledge Extraction  ... 
doi:10.1007/978-3-540-24855-2_143 fatcat:vvp2ougoifaitmxfegm6p53t6e

Introduction to the special issue on evolutionary computer vision and image understanding

Gustavo Olague, Stefano Cagnoni, Evelyne Lutton
2006 Pattern Recognition Letters  
stages of the special issue.  ...  Acknowledgements The guest editors would like to thank the authors who submitted and contributed their work to this special issue, working under a tight schedule.  ...  A call for papers was posted to look for contributions to this special issue, inviting all previous participants of Evo-IASP.  ... 
doi:10.1016/j.patrec.2005.07.013 fatcat:dm4s7rmifraelm755rxsy4ysjm

Special Issue on Computational Intelligence and Nature-Inspired Algorithms for Real-World Data Analytics and Pattern Recognition

Stefano Cagnoni, Mauro Castelli
2018 Algorithms  
This special issue of Algorithms is devoted to the study of Computational Intelligence and Nature-Inspired Algorithms for Real-World Data Analytics and Pattern Recognition.  ...  The special issue considered both theoretical contributions able to advance the state-of-the-art in this field and practical applications that describe novel approaches for solving real-world problems.  ...  Acknowledgments: As Guest Editors, we would like to thank the authors for submitting their work to the special issue, the reviewers for their constructive comments, and the editorial staff of MDPI Algorithms  ... 
doi:10.3390/a11030025 fatcat:7zh6nna3hrflnnxit5xtzuxxsu

RoboCup-97: The First Robot World Cup Soccer Games and Conferences

Itsuki Noda, Sho'ji Suzuki, Hitoshi Matsubara, Minoru Asada, Hiroaki Kitano
1998 The AI Magazine  
The Scientific Challenge Award was given to Sean Luke (University of Maryland) for his genetic programming-based simulation team LUKE, and the Engineering Challenge Awards were given to UTTORI UNITED (  ...  Over 5000 spectators and 70 international media covered the competition worldwide. RoboCup-98, the Second Robot World Cup Soccer, was held in conjunction with the  ...  Genetic Programming The most impressive technology used in the simulation league was genetic programming. LUKE used genetic programming to improve the behavior of its players.  ... 
doi:10.1609/aimag.v19i3.1391 dblp:journals/aim/NodaSMAK98 fatcat:3p4grn3grnabzeuuckn4zzer6q

Human-competitive results produced by genetic programming

John R. Koza
2010 Genetic Programming and Evolvable Machines  
Genetic programming has now been used to produce at least 76 instances of results that are competitive with human-produced results.  ...  The best individual in the initial generation of the run of genetic programming often contains only a small number of operative parts.  ...  This fact suggests that genetic programming may prove able to readily yield additional human-competitive results when it is applied to design problems in many other fields.  ... 
doi:10.1007/s10710-010-9112-3 fatcat:gqfikqz4pngwplsskglu4oz5oy


Jong De Kenneth
1990 Machine Learning  
Introduction This second special issue on Genetic Algorithms (the first appeared as Volume 3, numbers 2-3) was motivated by the quality and variety of papers presented at the Genetic Algorithms Conference  ...  Authors of papers which focused on issues and problems of particular interest to the machine learning community were encouraged to submit expanded versions to be considered for inclusion in this special  ... 
doi:10.1007/bf00116875 fatcat:bghqdu77r5ag3ddajq3nco5kzq

Next generation agricultural system models and knowledge products: Synthesis and strategy

John M. Antle, James W. Jones, Cynthia Rosenzweig
2017 Agricultural Systems  
In this concluding article of the NextGen Special Issue we synthesize insights and formulate a strategy to advance data, models, and knowledge products that are consistent with this vision.  ...  a vision for accelerating the rate of agricultural innovation and meeting the growing global need for food and fiber.  ...  The first corresponds to the Use Cases 1-3 described in the Special Issue introduction, and addresses investments designed to improve smallholder farming systems in the developing world.  ... 
doi:10.1016/j.agsy.2017.05.006 pmid:28701810 pmcid:PMC5485654 fatcat:ddb4jyzpinavvdyslosiwj24x4

Genetic and Evolutionary Algorithms and Programming: General Introduction and Application to Game Playing [chapter]

Michael Orlov, Moshe Sipper, Ami Hauptman
2009 Encyclopedia of Complexity and Systems Science  
Increased fitness of one of the species G 4137 Genetic and Evolutionary Algorithms and Programming: General Introduction and Appl. to Game Playing, Figure 2 Genetic operators in genetic programming.  ...  [18] was awarded the Gold Medal in the 2006 competition for designing oscillators using evolutionary algorithms, where the oscillators possess characteristics surpassing the existing human-designed  ...  Article Outline Glossary Data mining Data mining is the process of extracting desirable knowledge or interesting patterns from existing databases for specific purposes.  ... 
doi:10.1007/978-0-387-30440-3_243 fatcat:nhlk57kcu5bq3ky4jw2uwwi3hm

Genomic selection in poultry and pig breeding: a breakthrough technology?

G.A.A. Albers
2010 Advances in Animal Biosciences  
arrive at a design that yields the best competitive position (=profitability) in the mid to longer term for the company that operates the breeding program.  ...  Introduction Contrary to programs for most other species, breeding and multiplication programs for poultry and pigs are using hybridization to benefit from line specialization and heterosis.  ... 
doi:10.1017/s2040470010005029 fatcat:njocpyawmve6fcnu5ubpj3p6s4

Special issue on computational optimization and intelligence in uncertain environment

Jinwu Gao, Xiaowei Chen, Kai Yao, Xiangfeng Yang
2017 Journal of Ambient Intelligence and Humanized Computing  
This special issue, focusing on the computational optimization, intelligent algorithms, and new proposals for formulations of uncertainty, provides the readers with a detailed description of the state-of-the-art  ...  company that gives its holder the right to exchange the bonds for the company's stock at some pre-announced ratio in the future.  ...  We would also like to express our thanks to Professor Vincenzo Loia for providing us the opportunity to organize this special issue as well as for his introductions in the editorial process.  ... 
doi:10.1007/s12652-017-0555-8 fatcat:tb23n6jkxfhedfdt7oqq5eb3au

How to Design, Modeling, and Analysis of Biomedical Innovations to Develop Creative Solutions for Real-World Medical Problems?

Rajajeyakumar M Sivakumaran N
2015 Journal of Bioengineering and Biomedical Sciences  
Role of Faculty Development Program One of the most unique aspects is the engaging, rigorous professional development activity.  ...  The biomedical engineers should be trained to consider such issues during the design and implementation of medical technologies.  ... 
doi:10.4172/2155-9538.1000141 fatcat:jm3mp4psazcvtlp2joszxqq6n4

Sterile Insect Technique (SIT) and Its Applications

Kostas Bourtzis, Marc J. B. Vreysen
2021 Insects  
This Special Issue on "Sterile insect technique (SIT) and its applications", which consists of 27 manuscripts (7 reviews and 20 original research articles), provides an update on the research and development  ...  Although most insect species have a beneficial role in the ecosystems, some of them represent major plant pests and disease vectors for livestock and humans.  ...  The Special Issue consists of 27 manuscripts (7 reviews and 20 original research articles) covering a wide range of components of the SIT package including mass-rearing, development of genetic sexing strains  ... 
doi:10.3390/insects12070638 fatcat:mmkmcqatd5hw7iiqhtcqnxfweu
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