Neuroevolution (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Neuroevolution" in English language version.

refsWebsite

Global rank English rank

20doi.org

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10nih.gov

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9semanticscholar.org

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6psu.edu

207^th place

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5arxiv.org

69^th place

59^th place

4harvard.edu

18^th place

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2handle.net

102^nd place

76^th place

2springer.com

274^th place

309^th place

2ucf.edu

7,594^th place

4,706^th place

1oreilly.com

4,347^th place

3,017^th place

1worldcat.org

5^th place

1utexas.edu

916^th place

706^th place

1uni-kiel.de

6,155^th place

low place

1uni-osnabrueck.de

low place

1bournemouth.ac.uk

low place

1elsevier.com

610^th place

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arxiv.org

Risi, Sebastian; Togelius, Julian (2017). "Neuroevolution in Games: State of the Art and Open Challenges". IEEE Transactions on Computational Intelligence and AI in Games. 9: 25–41. arXiv:1410.7326. doi:10.1109/TCIAIG.2015.2494596. S2CID 11245845.
Whitelam, Stephen; Selin, Viktor; Park, Sang-Won; Tamblyn, Isaac (2 November 2021). "Correspondence between neuroevolution and gradient descent". Nature Communications. 12 (1): 6317. arXiv:2008.06643. Bibcode:2021NatCo..12.6317W. doi:10.1038/s41467-021-26568-2. PMC 8563972. PMID 34728632.
Vargas, Danilo Vasconcellos; Murata, Junichi (2019). "Spectrum-Diverse Neuroevolution With Unified Neural Models". IEEE Transactions on Neural Networks and Learning Systems. 28 (8): 1759–1773. arXiv:1902.06703. Bibcode:2019arXiv190206703V. doi:10.1109/TNNLS.2016.2551748. PMID 28113564. S2CID 206757620.
Edlund, Jeffrey; Chaumont, Nicolas; Hintze, Arend; Koch, Christof; Tononi, Giulio; Adami, Christoph (2011). "Integrated Information Increases with Fitness in the Evolution of Animats". PLOS Computational Biology. 7 (10): e1002236. arXiv:1103.1791. Bibcode:2011PLSCB...7E2236E. doi:10.1371/journal.pcbi.1002236. PMC 3197648. PMID 22028639.
Vinhas, Adriano; Correia, João; Machado, Penousal (2024-06-20), Towards evolution of Deep Neural Networks through contrastive Self-Supervised learning, arXiv:2406.14525

bournemouth.ac.uk

eprints.bournemouth.ac.uk

Shenfield, Alex; Rostami, Shahin (2017). "Multi-objective evolution of artificial neural networks in multi-class medical diagnosis problems with class imbalance" (PDF). 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). pp. 1–8. doi:10.1109/CIBCB.2017.8058553. ISBN 978-1-4673-8988-4. S2CID 22674515.

doi.org

Risi, Sebastian; Togelius, Julian (2017). "Neuroevolution in Games: State of the Art and Open Challenges". IEEE Transactions on Computational Intelligence and AI in Games. 9: 25–41. arXiv:1410.7326. doi:10.1109/TCIAIG.2015.2494596. S2CID 11245845.
Togelius, Julian; Schaul, Tom; Schmidhuber, Jürgen; Gomez, Faustino (2008). "Countering Poisonous Inputs with Memetic Neuroevolution". Parallel Problem Solving from Nature – PPSN X. Lecture Notes in Computer Science. Vol. 5199. pp. 610–619. doi:10.1007/978-3-540-87700-4_61. ISBN 978-3-540-87699-1.
Hutson, Matthew (11 January 2018). "Artificial intelligence can 'evolve' to solve problems". Science. doi:10.1126/science.aas9715.
Whitelam, Stephen; Selin, Viktor; Park, Sang-Won; Tamblyn, Isaac (2 November 2021). "Correspondence between neuroevolution and gradient descent". Nature Communications. 12 (1): 6317. arXiv:2008.06643. Bibcode:2021NatCo..12.6317W. doi:10.1038/s41467-021-26568-2. PMC 8563972. PMID 34728632.
Clune, J.; Stanley, Kenneth O.; Pennock, R. T.; Ofria, C. (June 2011). "On the Performance of Indirect Encoding Across the Continuum of Regularity". IEEE Transactions on Evolutionary Computation. 15 (3): 346–367. CiteSeerX 10.1.1.375.6731. doi:10.1109/TEVC.2010.2104157. ISSN 1089-778X. S2CID 3008628.
Risi, Sebastian; Stanley, Kenneth O. (October 2012). "An Enhanced Hypercube-Based Encoding for Evolving the Placement, Density, and Connectivity of Neurons". Artificial Life. 18 (4): 331–363. doi:10.1162/ARTL_a_00071. PMID 22938563. S2CID 3256786.
Stanley, Kenneth O.; Miikkulainen, Risto (April 2003). "A Taxonomy for Artificial Embryogeny". Artificial Life. 9 (2): 93–130. doi:10.1162/106454603322221487. PMID 12906725. S2CID 2124332.
Angeline, P.J.; Saunders, G.M.; Pollack, J.B. (January 1994). "An evolutionary algorithm that constructs recurrent neural networks". IEEE Transactions on Neural Networks. 5 (1): 54–65. CiteSeerX 10.1.1.64.1853. doi:10.1109/72.265960. PMID 18267779. S2CID 44767.
Yao, X.; Liu, Y. (May 1997). "A new evolutionary system for evolving artificial neural networks". IEEE Transactions on Neural Networks. 8 (3): 694–713. doi:10.1109/72.572107. PMID 18255671.
Stanley, Kenneth O.; Miikkulainen, Risto (June 2002). "Evolving Neural Networks through Augmenting Topologies". Evolutionary Computation. 10 (2): 99–127. CiteSeerX 10.1.1.638.3910. doi:10.1162/106365602320169811. PMID 12180173. S2CID 498161.
Siebel, Nils T.; Sommer, Gerald (17 October 2007). "Evolutionary reinforcement learning of artificial neural networks". International Journal of Hybrid Intelligent Systems. 4 (3): 171–183. doi:10.3233/his-2007-4304.
Sher, Gene I. (2013). Handbook of Neuroevolution Through Erlang. doi:10.1007/978-1-4614-4463-3. ISBN 978-1-4614-4462-6. S2CID 21777855.
Vargas, Danilo Vasconcellos; Murata, Junichi (2019). "Spectrum-Diverse Neuroevolution With Unified Neural Models". IEEE Transactions on Neural Networks and Learning Systems. 28 (8): 1759–1773. arXiv:1902.06703. Bibcode:2019arXiv190206703V. doi:10.1109/TNNLS.2016.2551748. PMID 28113564. S2CID 206757620.
Edlund, Jeffrey; Chaumont, Nicolas; Hintze, Arend; Koch, Christof; Tononi, Giulio; Adami, Christoph (2011). "Integrated Information Increases with Fitness in the Evolution of Animats". PLOS Computational Biology. 7 (10): e1002236. arXiv:1103.1791. Bibcode:2011PLSCB...7E2236E. doi:10.1371/journal.pcbi.1002236. PMC 3197648. PMID 22028639.
Rostami, Shahin; Neri, Ferrante (June 2017). "A fast hypervolume driven selection mechanism for many-objective optimisation problems". Swarm and Evolutionary Computation. 34: 50–67. doi:10.1016/j.swevo.2016.12.002. hdl:2086/13102.
Shenfield, Alex; Rostami, Shahin (2017). "Multi-objective evolution of artificial neural networks in multi-class medical diagnosis problems with class imbalance" (PDF). 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). pp. 1–8. doi:10.1109/CIBCB.2017.8058553. ISBN 978-1-4673-8988-4. S2CID 22674515.
Di Biasi, Luigi; De Marco, Fabiola; Auriemma Citarella, Alessia; Barra, Paola; Piotto Piotto, Stefano; Tortora, Genoveffa (2023). "Hybrid Approach for the Design of CNNS Using Genetic Algorithms for Melanoma Classification". In Rousseau, Jean-Jacques; Kapralos, Bill (eds.). Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges. Lecture Notes in Computer Science. Vol. 13643. Cham: Springer Nature Switzerland. pp. 514–528. doi:10.1007/978-3-031-37660-3_36. ISBN 978-3-031-37660-3.
Assunção, Filipe; Lourenço, Nuno; Ribeiro, Bernardete; Machado, Penousal (June 2021). "Fast-DENSER: Fast Deep Evolutionary Network Structured Representation". SoftwareX. 14: 100694. Bibcode:2021SoftX..1400694A. doi:10.1016/j.softx.2021.100694. hdl:10316/100856.
Cortês, Gabriel; Lourenço, Nuno; Machado, Penousal (2024), Smith, Stephen; Correia, João; Cintrano, Christian (eds.), "Towards Physical Plausibility in Neuroevolution Systems", Applications of Evolutionary Computation, vol. 14635, Cham: Springer Nature Switzerland, pp. 76–90, doi:10.1007/978-3-031-56855-8_5, ISBN 978-3-031-56854-1, retrieved 2024-06-21
Lourenço, Nuno; Assunção, Filipe; Pereira, Francisco B.; Costa, Ernesto; Machado, Penousal (2018), Ryan, Conor; O'Neill, Michael; Collins, JJ (eds.), "Structured Grammatical Evolution: A Dynamic Approach", Handbook of Grammatical Evolution, Cham: Springer International Publishing, pp. 137–161, doi:10.1007/978-3-319-78717-6_6, ISBN 978-3-319-78717-6, retrieved 2024-06-21

elsevier.com

linkinghub.elsevier.com

Assunção, Filipe; Lourenço, Nuno; Ribeiro, Bernardete; Machado, Penousal (June 2021). "Fast-DENSER: Fast Deep Evolutionary Network Structured Representation". SoftwareX. 14: 100694. Bibcode:2021SoftX..1400694A. doi:10.1016/j.softx.2021.100694. hdl:10316/100856.

handle.net

hdl.handle.net

Rostami, Shahin; Neri, Ferrante (June 2017). "A fast hypervolume driven selection mechanism for many-objective optimisation problems". Swarm and Evolutionary Computation. 34: 50–67. doi:10.1016/j.swevo.2016.12.002. hdl:2086/13102.
Assunção, Filipe; Lourenço, Nuno; Ribeiro, Bernardete; Machado, Penousal (June 2021). "Fast-DENSER: Fast Deep Evolutionary Network Structured Representation". SoftwareX. 14: 100694. Bibcode:2021SoftX..1400694A. doi:10.1016/j.softx.2021.100694. hdl:10316/100856.

harvard.edu

ui.adsabs.harvard.edu

Whitelam, Stephen; Selin, Viktor; Park, Sang-Won; Tamblyn, Isaac (2 November 2021). "Correspondence between neuroevolution and gradient descent". Nature Communications. 12 (1): 6317. arXiv:2008.06643. Bibcode:2021NatCo..12.6317W. doi:10.1038/s41467-021-26568-2. PMC 8563972. PMID 34728632.
Vargas, Danilo Vasconcellos; Murata, Junichi (2019). "Spectrum-Diverse Neuroevolution With Unified Neural Models". IEEE Transactions on Neural Networks and Learning Systems. 28 (8): 1759–1773. arXiv:1902.06703. Bibcode:2019arXiv190206703V. doi:10.1109/TNNLS.2016.2551748. PMID 28113564. S2CID 206757620.
Edlund, Jeffrey; Chaumont, Nicolas; Hintze, Arend; Koch, Christof; Tononi, Giulio; Adami, Christoph (2011). "Integrated Information Increases with Fitness in the Evolution of Animats". PLOS Computational Biology. 7 (10): e1002236. arXiv:1103.1791. Bibcode:2011PLSCB...7E2236E. doi:10.1371/journal.pcbi.1002236. PMC 3197648. PMID 22028639.
Assunção, Filipe; Lourenço, Nuno; Ribeiro, Bernardete; Machado, Penousal (June 2021). "Fast-DENSER: Fast Deep Evolutionary Network Structured Representation". SoftwareX. 14: 100694. Bibcode:2021SoftX..1400694A. doi:10.1016/j.softx.2021.100694. hdl:10316/100856.

nih.gov

pubmed.ncbi.nlm.nih.gov

Whitelam, Stephen; Selin, Viktor; Park, Sang-Won; Tamblyn, Isaac (2 November 2021). "Correspondence between neuroevolution and gradient descent". Nature Communications. 12 (1): 6317. arXiv:2008.06643. Bibcode:2021NatCo..12.6317W. doi:10.1038/s41467-021-26568-2. PMC 8563972. PMID 34728632.
Risi, Sebastian; Stanley, Kenneth O. (October 2012). "An Enhanced Hypercube-Based Encoding for Evolving the Placement, Density, and Connectivity of Neurons". Artificial Life. 18 (4): 331–363. doi:10.1162/ARTL_a_00071. PMID 22938563. S2CID 3256786.
Stanley, Kenneth O.; Miikkulainen, Risto (April 2003). "A Taxonomy for Artificial Embryogeny". Artificial Life. 9 (2): 93–130. doi:10.1162/106454603322221487. PMID 12906725. S2CID 2124332.
Angeline, P.J.; Saunders, G.M.; Pollack, J.B. (January 1994). "An evolutionary algorithm that constructs recurrent neural networks". IEEE Transactions on Neural Networks. 5 (1): 54–65. CiteSeerX 10.1.1.64.1853. doi:10.1109/72.265960. PMID 18267779. S2CID 44767.
Yao, X.; Liu, Y. (May 1997). "A new evolutionary system for evolving artificial neural networks". IEEE Transactions on Neural Networks. 8 (3): 694–713. doi:10.1109/72.572107. PMID 18255671.
Stanley, Kenneth O.; Miikkulainen, Risto (June 2002). "Evolving Neural Networks through Augmenting Topologies". Evolutionary Computation. 10 (2): 99–127. CiteSeerX 10.1.1.638.3910. doi:10.1162/106365602320169811. PMID 12180173. S2CID 498161.
Vargas, Danilo Vasconcellos; Murata, Junichi (2019). "Spectrum-Diverse Neuroevolution With Unified Neural Models". IEEE Transactions on Neural Networks and Learning Systems. 28 (8): 1759–1773. arXiv:1902.06703. Bibcode:2019arXiv190206703V. doi:10.1109/TNNLS.2016.2551748. PMID 28113564. S2CID 206757620.
Edlund, Jeffrey; Chaumont, Nicolas; Hintze, Arend; Koch, Christof; Tononi, Giulio; Adami, Christoph (2011). "Integrated Information Increases with Fitness in the Evolution of Animats". PLOS Computational Biology. 7 (10): e1002236. arXiv:1103.1791. Bibcode:2011PLSCB...7E2236E. doi:10.1371/journal.pcbi.1002236. PMC 3197648. PMID 22028639.

ncbi.nlm.nih.gov

Whitelam, Stephen; Selin, Viktor; Park, Sang-Won; Tamblyn, Isaac (2 November 2021). "Correspondence between neuroevolution and gradient descent". Nature Communications. 12 (1): 6317. arXiv:2008.06643. Bibcode:2021NatCo..12.6317W. doi:10.1038/s41467-021-26568-2. PMC 8563972. PMID 34728632.
Edlund, Jeffrey; Chaumont, Nicolas; Hintze, Arend; Koch, Christof; Tononi, Giulio; Adami, Christoph (2011). "Integrated Information Increases with Fitness in the Evolution of Animats". PLOS Computational Biology. 7 (10): e1002236. arXiv:1103.1791. Bibcode:2011PLSCB...7E2236E. doi:10.1371/journal.pcbi.1002236. PMC 3197648. PMID 22028639.

oreilly.com

Stanley, Kenneth O. (2017-07-13). "Neuroevolution: A different kind of deep learning". O'Reilly Media. Retrieved 2017-09-04.

psu.edu

citeseerx.ist.psu.edu

Kassahun, Yohannes; Sommer, Gerald; Edgington, Mark; Metzen, Jan Hendrik; Kirchner, Frank (2007), "Common genetic encoding for both direct and indirect encodings of networks", Genetic and Evolutionary Computation Conference, ACM Press, pp. 1029–1036, CiteSeerX 10.1.1.159.705
Gruau, Frédéric; I, L'universite Claude Bernard-lyon; Doctorat, Of A. Diplome De; Demongeot, M. Jacques; Cosnard, Examinators M. Michel; Mazoyer, M. Jacques; Peretto, M. Pierre; Whitley, M. Darell (1994). Neural Network Synthesis Using Cellular Encoding And The Genetic Algorithm. CiteSeerX 10.1.1.29.5939.
Clune, J.; Stanley, Kenneth O.; Pennock, R. T.; Ofria, C. (June 2011). "On the Performance of Indirect Encoding Across the Continuum of Regularity". IEEE Transactions on Evolutionary Computation. 15 (3): 346–367. CiteSeerX 10.1.1.375.6731. doi:10.1109/TEVC.2010.2104157. ISSN 1089-778X. S2CID 3008628.
Ronald, Edmund; Schoenauer, March (1994), "Genetic Lander: An experiment in accurate neuro-genetic control", PPSN III 1994 Parallel Programming Solving from Nature, pp. 452–461, CiteSeerX 10.1.1.56.3139
Angeline, P.J.; Saunders, G.M.; Pollack, J.B. (January 1994). "An evolutionary algorithm that constructs recurrent neural networks". IEEE Transactions on Neural Networks. 5 (1): 54–65. CiteSeerX 10.1.1.64.1853. doi:10.1109/72.265960. PMID 18267779. S2CID 44767.
Stanley, Kenneth O.; Miikkulainen, Risto (June 2002). "Evolving Neural Networks through Augmenting Topologies". Evolutionary Computation. 10 (2): 99–127. CiteSeerX 10.1.1.638.3910. doi:10.1162/106365602320169811. PMID 12180173. S2CID 498161.

semanticscholar.org

api.semanticscholar.org

Risi, Sebastian; Togelius, Julian (2017). "Neuroevolution in Games: State of the Art and Open Challenges". IEEE Transactions on Computational Intelligence and AI in Games. 9: 25–41. arXiv:1410.7326. doi:10.1109/TCIAIG.2015.2494596. S2CID 11245845.
Clune, J.; Stanley, Kenneth O.; Pennock, R. T.; Ofria, C. (June 2011). "On the Performance of Indirect Encoding Across the Continuum of Regularity". IEEE Transactions on Evolutionary Computation. 15 (3): 346–367. CiteSeerX 10.1.1.375.6731. doi:10.1109/TEVC.2010.2104157. ISSN 1089-778X. S2CID 3008628.
Risi, Sebastian; Stanley, Kenneth O. (October 2012). "An Enhanced Hypercube-Based Encoding for Evolving the Placement, Density, and Connectivity of Neurons". Artificial Life. 18 (4): 331–363. doi:10.1162/ARTL_a_00071. PMID 22938563. S2CID 3256786.
Stanley, Kenneth O.; Miikkulainen, Risto (April 2003). "A Taxonomy for Artificial Embryogeny". Artificial Life. 9 (2): 93–130. doi:10.1162/106454603322221487. PMID 12906725. S2CID 2124332.
Angeline, P.J.; Saunders, G.M.; Pollack, J.B. (January 1994). "An evolutionary algorithm that constructs recurrent neural networks". IEEE Transactions on Neural Networks. 5 (1): 54–65. CiteSeerX 10.1.1.64.1853. doi:10.1109/72.265960. PMID 18267779. S2CID 44767.
Stanley, Kenneth O.; Miikkulainen, Risto (June 2002). "Evolving Neural Networks through Augmenting Topologies". Evolutionary Computation. 10 (2): 99–127. CiteSeerX 10.1.1.638.3910. doi:10.1162/106365602320169811. PMID 12180173. S2CID 498161.
Sher, Gene I. (2013). Handbook of Neuroevolution Through Erlang. doi:10.1007/978-1-4614-4463-3. ISBN 978-1-4614-4462-6. S2CID 21777855.
Vargas, Danilo Vasconcellos; Murata, Junichi (2019). "Spectrum-Diverse Neuroevolution With Unified Neural Models". IEEE Transactions on Neural Networks and Learning Systems. 28 (8): 1759–1773. arXiv:1902.06703. Bibcode:2019arXiv190206703V. doi:10.1109/TNNLS.2016.2551748. PMID 28113564. S2CID 206757620.
Shenfield, Alex; Rostami, Shahin (2017). "Multi-objective evolution of artificial neural networks in multi-class medical diagnosis problems with class imbalance" (PDF). 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). pp. 1–8. doi:10.1109/CIBCB.2017.8058553. ISBN 978-1-4673-8988-4. S2CID 22674515.

springer.com

link.springer.com

Di Biasi, Luigi; De Marco, Fabiola; Auriemma Citarella, Alessia; Barra, Paola; Piotto Piotto, Stefano; Tortora, Genoveffa (2023). "Hybrid Approach for the Design of CNNS Using Genetic Algorithms for Melanoma Classification". In Rousseau, Jean-Jacques; Kapralos, Bill (eds.). Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges. Lecture Notes in Computer Science. Vol. 13643. Cham: Springer Nature Switzerland. pp. 514–528. doi:10.1007/978-3-031-37660-3_36. ISBN 978-3-031-37660-3.
Cortês, Gabriel; Lourenço, Nuno; Machado, Penousal (2024), Smith, Stephen; Correia, João; Cintrano, Christian (eds.), "Towards Physical Plausibility in Neuroevolution Systems", Applications of Evolutionary Computation, vol. 14635, Cham: Springer Nature Switzerland, pp. 76–90, doi:10.1007/978-3-031-56855-8_5, ISBN 978-3-031-56854-1, retrieved 2024-06-21

ucf.edu

eplex.cs.ucf.edu

Gauci, Stanley (2007), "Generating Large-Scale Neural Networks Through Discovering Geometric Regularities" (PDF), Genetic and Evolutionary Computation Conference, New York, NY: ACM

stars.library.ucf.edu

Risi, Sebastian; Stanley, Kenneth O. (October 2012). "An Enhanced Hypercube-Based Encoding for Evolving the Placement, Density, and Connectivity of Neurons". Artificial Life. 18 (4): 331–363. doi:10.1162/ARTL_a_00071. PMID 22938563. S2CID 3256786.

uni-kiel.de

ks.informatik.uni-kiel.de

Kassahun, Yohannes; Sommer, Gerald (April 2005), "Efficient reinforcement learning through evolutionary acquisition of neural topologies" (PDF), 13th European Symposium on Artificial Neural Networks, Bruges, Belgium, pp. 259–266{{citation}}: CS1 maint: location missing publisher (link)

uni-osnabrueck.de

osnadocs.ub.uni-osnabrueck.de

Rempis, Christian Wilhelm (2012). Evolving Complex Neuro-Controllers with Interactively Constrained Neuro-Evolution (Thesis).

utexas.edu

nn.cs.utexas.edu

Stanley, Kenneth O.; Bryant, Bobby D.; Miikkulainen, Risto (December 2005). "Real-Time Neuroevolution in the NERO Video Game" (PDF).

worldcat.org

search.worldcat.org

Clune, J.; Stanley, Kenneth O.; Pennock, R. T.; Ofria, C. (June 2011). "On the Performance of Indirect Encoding Across the Continuum of Regularity". IEEE Transactions on Evolutionary Computation. 15 (3): 346–367. CiteSeerX 10.1.1.375.6731. doi:10.1109/TEVC.2010.2104157. ISSN 1089-778X. S2CID 3008628.