{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,6]],"date-time":"2026-02-06T00:09:30Z","timestamp":1770336570270,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,7,13]],"date-time":"2019-07-13T00:00:00Z","timestamp":1562976000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,7,13]]},"DOI":"10.1145\/3321707.3321735","type":"proceedings-article","created":{"date-parts":[[2019,7,3]],"date-time":"2019-07-03T13:48:04Z","timestamp":1562161684000},"page":"490-498","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":54,"title":["Evolving deep neural networks by multi-objective particle swarm optimization for image classification"],"prefix":"10.1145","author":[{"given":"Bin","family":"Wang","sequence":"first","affiliation":[{"name":"Victoria University of Wellington, Wellington, New Zealand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanan","family":"Sun","sequence":"additional","affiliation":[{"name":"Victoria University of Wellington, Wellington, New Zealand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bing","family":"Xue","sequence":"additional","affiliation":[{"name":"Victoria University of Wellington, Wellington, New Zealand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mengjie","family":"Zhang","sequence":"additional","affiliation":[{"name":"Victoria University of Wellington, Wellington, New Zealand"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,7,13]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-77553-1_2"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"e_1_3_2_2_3_1","unstructured":"Yunpeng Chen Jianan Li Huaxin Xiao Xiaojie Jin Shuicheng Yan and Jiashi Feng. 2017. Dual path networks. In Advances in Neural Information Processing Systems. 4467--4475.   Yunpeng Chen Jianan Li Huaxin Xiao Xiaojie Jin Shuicheng Yan and Jiashi Feng. 2017. Dual path networks. In Advances in Neural Information Processing Systems. 4467--4475."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"e_1_3_2_2_5_1","volume-title":"Jan Hendrik Metzen, and Frank Hutter","author":"Elsken Thomas","year":"2018","unstructured":"Thomas Elsken , Jan Hendrik Metzen, and Frank Hutter . 2018 . Neural architecture search: A survey. arXiv preprint arXiv:1808.05377 (2018). Thomas Elsken, Jan Hendrik Metzen, and Frank Hutter. 2018. Neural architecture search: A survey. arXiv preprint arXiv:1808.05377 (2018)."},{"key":"e_1_3_2_2_6_1","volume-title":"Proceedings of the fourteenth international conference on artificial intelligence and statistics. 315--323","author":"Glorot Xavier","year":"2011","unstructured":"Xavier Glorot , Antoine Bordes , and Yoshua Bengio . 2011 . Deep sparse rectifier neural networks . In Proceedings of the fourteenth international conference on artificial intelligence and statistics. 315--323 . Xavier Glorot, Antoine Bordes, and Yoshua Bengio. 2011. Deep sparse rectifier neural networks. In Proceedings of the fourteenth international conference on artificial intelligence and statistics. 315--323."},{"key":"e_1_3_2_2_7_1","volume-title":"Deep Residual Learning for Image Recognition. CoRR abs\/1512.03385","author":"He Kaiming","year":"2015","unstructured":"Kaiming He , Xiangyu Zhang , Shaoqing Ren , and Jian Sun . 2015. Deep Residual Learning for Image Recognition. CoRR abs\/1512.03385 ( 2015 ). arXiv:1512.03385 http:\/\/arxiv.org\/abs\/1512.03385 Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2015. Deep Residual Learning for Image Recognition. CoRR abs\/1512.03385 (2015). arXiv:1512.03385 http:\/\/arxiv.org\/abs\/1512.03385"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00291"},{"key":"e_1_3_2_2_10_1","volume-title":"Weinberger","author":"Huang Gao","year":"2016","unstructured":"Gao Huang , Zhuang Liu , and Kilian Q . Weinberger . 2016 . Densely Connected Convolutional Networks. CoRR abs\/1608.06993 (2016). arXiv:1608.06993 http:\/\/arxiv.org\/abs\/1608.06993 Gao Huang, Zhuang Liu, and Kilian Q. Weinberger. 2016. Densely Connected Convolutional Networks. CoRR abs\/1608.06993 (2016). arXiv:1608.06993 http:\/\/arxiv.org\/abs\/1608.06993"},{"key":"e_1_3_2_2_11_1","volume-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift. arXiv preprint arXiv:1502.03167","author":"Ioffe Sergey","year":"2015","unstructured":"Sergey Ioffe and Christian Szegedy . 2015. Batch normalization: Accelerating deep network training by reducing internal covariate shift. arXiv preprint arXiv:1502.03167 ( 2015 ). Sergey Ioffe and Christian Szegedy. 2015. Batch normalization: Accelerating deep network training by reducing internal covariate shift. arXiv preprint arXiv:1502.03167 (2015)."},{"key":"e_1_3_2_2_12_1","volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980","author":"Kingma Diederik P","year":"2014","unstructured":"Diederik P Kingma and Jimmy Ba . 2014 . Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014). Diederik P Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014)."},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1162\/106365602760234108"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.5555\/1761233.1761238"},{"key":"e_1_3_2_2_16_1","volume-title":"Quoc V. Le, and Alex Kurakin.","author":"Real Esteban","year":"2017","unstructured":"Esteban Real , Sherry Moore , Andrew Selle , Saurabh Saxena , Yutaka Leon Suematsu , Quoc V. Le, and Alex Kurakin. 2017 . Large-Scale Evolution of Image Classifiers. CoRR abs\/1703.01041 (2017). arXiv:1703.01041 http:\/\/arxiv.org\/abs\/1703.01041 Esteban Real, Sherry Moore, Andrew Selle, Saurabh Saxena, Yutaka Leon Suematsu, Quoc V. Le, and Alex Kurakin. 2017. Large-Scale Evolution of Image Classifiers. CoRR abs\/1703.01041 (2017). arXiv:1703.01041 http:\/\/arxiv.org\/abs\/1703.01041"},{"key":"e_1_3_2_2_17_1","volume-title":"Jie Tan, Quoc Le, and Alex Kurakin.","author":"Real Esteban","year":"2017","unstructured":"Esteban Real , Sherry Moore , Andrew Selle , Saurabh Saxena , Yutaka Leon Suematsu , Jie Tan, Quoc Le, and Alex Kurakin. 2017 . Large-scale evolution of image classifiers. arXiv preprint arXiv:1703.01041 (2017). Esteban Real, Sherry Moore, Andrew Selle, Saurabh Saxena, Yutaka Leon Suematsu, Jie Tan, Quoc Le, and Alex Kurakin. 2017. Large-scale evolution of image classifiers. arXiv preprint arXiv:1703.01041 (2017)."},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-31880-4_35"},{"key":"e_1_3_2_2_19_1","volume-title":"Very Deep Convolutional Networks for Large-Scale Image Recognition. CoRR abs\/1409.1556","author":"Simonyan Karen","year":"2014","unstructured":"Karen Simonyan and Andrew Zisserman . 2014. Very Deep Convolutional Networks for Large-Scale Image Recognition. CoRR abs\/1409.1556 ( 2014 ). arXiv:1409.1556 http:\/\/arxiv.org\/abs\/1409.1556 Karen Simonyan and Andrew Zisserman. 2014. Very Deep Convolutional Networks for Large-Scale Image Recognition. CoRR abs\/1409.1556 (2014). arXiv:1409.1556 http:\/\/arxiv.org\/abs\/1409.1556"},{"key":"e_1_3_2_2_20_1","volume-title":"2018 IEEE Congress on Evolutionary Computation (CEC). 1--8.","author":"Wang B.","unstructured":"B. Wang , Y. Sun , B. Xue , and M. Zhang . 2018. Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification . In 2018 IEEE Congress on Evolutionary Computation (CEC). 1--8. B. Wang, Y. Sun, B. Xue, and M. Zhang. 2018. Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification. In 2018 IEEE Congress on Evolutionary Computation (CEC). 1--8."},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-03991-2_24"},{"key":"e_1_3_2_2_22_1","volume-title":"Genetic CNN. In 2017 IEEE International Conference on Computer Vision (ICCV). 1388--1397","author":"Xie L.","unstructured":"L. Xie and A. Yuille . 2017 . Genetic CNN. In 2017 IEEE International Conference on Computer Vision (ICCV). 1388--1397 . L. Xie and A. Yuille. 2017. Genetic CNN. In 2017 IEEE International Conference on Computer Vision (ICCV). 1388--1397."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.415"},{"key":"e_1_3_2_2_24_1","volume-title":"Neural architecture search with reinforcement learning. arXiv preprint arXiv:1611.01578","author":"Zoph Barret","year":"2016","unstructured":"Barret Zoph and Quoc V Le. 2016. Neural architecture search with reinforcement learning. arXiv preprint arXiv:1611.01578 ( 2016 ). Barret Zoph and Quoc V Le. 2016. Neural architecture search with reinforcement learning. arXiv preprint arXiv:1611.01578 (2016)."}],"event":{"name":"GECCO '19: Genetic and Evolutionary Computation Conference","location":"Prague Czech Republic","acronym":"GECCO '19","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"]},"container-title":["Proceedings of the Genetic and Evolutionary Computation Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3321707.3321735","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3321707.3321735","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:53:19Z","timestamp":1750204399000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3321707.3321735"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,13]]},"references-count":23,"alternative-id":["10.1145\/3321707.3321735","10.1145\/3321707"],"URL":"https:\/\/doi.org\/10.1145\/3321707.3321735","relation":{},"subject":[],"published":{"date-parts":[[2019,7,13]]},"assertion":[{"value":"2019-07-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}