{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T08:27:11Z","timestamp":1760171231956,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":36,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,7,7]],"date-time":"2021-07-07T00:00:00Z","timestamp":1625616000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,7,7]]},"DOI":"10.1145\/3449726.3461396","type":"proceedings-article","created":{"date-parts":[[2021,7,8]],"date-time":"2021-07-08T14:52:26Z","timestamp":1625755946000},"page":"899-917","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Recent advances in landscape analysis for optimisation and learning"],"prefix":"10.1145","author":[{"given":"Katherine","family":"Malan","sequence":"first","affiliation":[{"name":"University of South Africa, Pretoria, South Africa"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gabriela","family":"Ochoa","sequence":"additional","affiliation":[{"name":"University of Stirling, Stirling, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,7,8]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"316","volume-title":"Advances in Neural Information Processing Systems","author":"Auer P.","year":"1996","unstructured":"Auer , P. , Herbster , M. and Warmuth , M.K . ( 1996 ), Exponentially many local minima for single neurons . In Advances in Neural Information Processing Systems , pp. 316 -- 322 . Auer, P., Herbster, M. and Warmuth, M.K. (1996), Exponentially many local minima for single neurons. In Advances in Neural Information Processing Systems, pp. 316--322."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_2_1","DOI":"10.1016\/0893-6080(89)90014-2"},{"key":"e_1_3_2_1_3_1","volume-title":"Network Science","author":"Barab\u00e1si M.","year":"2016","unstructured":"A. L. Barab\u00e1si and M. P\u00f3sfai , Network Science . Cambridge University Press , 2016 . A. L. Barab\u00e1si and M. P\u00f3sfai, Network Science. Cambridge University Press, 2016."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_4_1","DOI":"10.1016\/0167-6377(94)90065-5"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_5_1","DOI":"10.1016\/j.ejor.2020.08.008"},{"volume-title":"Proceedings of International Joint Conference on Neural Networks (IJCNN).","author":"Bosman A.S.","unstructured":"Bosman , A.S. , Engelbrecht , A.P. and Helbig , M . (2020a), Loss surface modality of feedforward neural network architectures . In Proceedings of International Joint Conference on Neural Networks (IJCNN). Bosman, A.S., Engelbrecht, A.P. and Helbig, M. (2020a), Loss surface modality of feedforward neural network architectures. In Proceedings of International Joint Conference on Neural Networks (IJCNN).","key":"e_1_3_2_1_6_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_7_1","DOI":"10.1016\/j.neucom.2020.02.113"},{"key":"e_1_3_2_1_8_1","volume-title":"Hybridizing Deterministic Recombination and Local Search. Genetic and Evolutionary Computation Conference, GECCO 2017:  753--760","author":"Chicano D.","year":"2017","unstructured":"F. Chicano , D. Whitley , G. Ochoa , R. Tinos , Optimizing One Million Variables NK Landscapes by Hybridizing Deterministic Recombination and Local Search. Genetic and Evolutionary Computation Conference, GECCO 2017: 753--760 , 2017 F. Chicano, D. Whitley, G. Ochoa, R. Tinos, Optimizing One Million Variables NK Landscapes by Hybridizing Deterministic Recombination and Local Search. Genetic and Evolutionary Computation Conference, GECCO 2017: 753--760, 2017"},{"key":"e_1_3_2_1_9_1","first-page":"192","volume-title":"Proceedings of the 18th International Conference on Artificial Intelligence and Statistics","author":"Choromanska A.","year":"2015","unstructured":"Choromanska , A. , Henaff , M. , Mathieu , M. , Arous , G.B. , LeCun , Y. ( 2015 ), The Loss Surfaces of Multilayer Networks . In Proceedings of the 18th International Conference on Artificial Intelligence and Statistics , S\u00e3o Paulo, Brazil , 21-25 June 2015; pp. 192 -- 204 . Choromanska, A., Henaff, M., Mathieu, M., Arous, G.B., LeCun, Y. (2015), The Loss Surfaces of Multilayer Networks. In Proceedings of the 18th International Conference on Artificial Intelligence and Statistics, S\u00e3o Paulo, Brazil, 21-25 June 2015; pp.192--204."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_10_1","DOI":"10.1103\/PhysRevLett.88.238701"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_11_1","DOI":"10.1063\/1.478595"},{"key":"e_1_3_2_1_12_1","first-page":"170","volume-title":"Proceedings of the 12th European Conference on Artificial Intelligence (ECAI-96)","author":"Gent T.","year":"1996","unstructured":"I. Gent and T. Walsh , Phase Transitions and Annealed Theories: Number Partitioning as a Case Study , in Proceedings of the 12th European Conference on Artificial Intelligence (ECAI-96) , 1996 , pp. 170 -- 174 I. Gent and T. Walsh, Phase Transitions and Annealed Theories: Number Partitioning as a Case Study, in Proceedings of the 12th European Conference on Artificial Intelligence (ECAI-96), 1996, pp. 170--174"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_13_1","DOI":"10.1057\/jors.2010.116"},{"key":"e_1_3_2_1_14_1","first-page":"669","volume-title":"XOR has no local minima: A case study in neural network error surface analysis. Neural Networks, 11(4)","author":"Hamey L.G.C.","year":"1998","unstructured":"Hamey , L.G.C. ( 1998 ), XOR has no local minima: A case study in neural network error surface analysis. Neural Networks, 11(4) , pp. 669 -- 681 . Hamey, L.G.C. (1998), XOR has no local minima: A case study in neural network error surface analysis. Neural Networks, 11(4), pp. 669--681."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_15_1","DOI":"10.1016\/S0377-2217(99)00284-2"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_16_1","DOI":"10.1145\/2739480.2754642"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_17_1","DOI":"10.1007\/978-1-4939-0983-4"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_18_1","DOI":"10.1109\/TEVC.2019.2940828"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_19_1","DOI":"10.1007\/s10589-005-4561-y"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_20_1","DOI":"10.1145\/1143997.1144085"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_21_1","DOI":"10.1007\/978-3-540-87700-4_50"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_22_1","DOI":"10.1016\/j.ins.2013.04.015"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_23_1","DOI":"10.1109\/CEC.2015.7257045"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_24_1","DOI":"10.1007\/978-3-030-04070-3_14"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_25_1","DOI":"10.3390\/a14020040"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_26_1","DOI":"10.1007\/978-981-33-6710-4_5"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_27_1","DOI":"10.1103\/PhysRevE.97.052307"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_28_1","DOI":"10.1145\/1389095.1389204"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_29_1","DOI":"10.1007\/978-3-319-30698-8_5"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_30_1","DOI":"10.1007\/s10732-017-9334-0"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_31_1","DOI":"10.1007\/978-3-319-55453-2_16"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_32_1","DOI":"10.1016\/S0065-2458(08)60520-3"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_33_1","DOI":"10.1145\/3205455.3205626"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_34_1","DOI":"10.1007\/978-3-319-45823-6_93"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_35_1","DOI":"10.1145\/2001576.2001681"},{"key":"e_1_3_2_1_36_1","first-page":"356","volume-title":"Proceedings of the Sixth International Congress on Genetics","author":"Wright S.","year":"1932","unstructured":"Wright , S. ( 1932 ), The Roles of Mutation, Inbreeding, Crossbreeding, and Selection in evolution , In Proceedings of the Sixth International Congress on Genetics , pp. 356 -- 366 . Wright, S. (1932), The Roles of Mutation, Inbreeding, Crossbreeding, and Selection in evolution, In Proceedings of the Sixth International Congress on Genetics, pp. 356--366."}],"event":{"sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"],"acronym":"GECCO '21","name":"GECCO '21: Genetic and Evolutionary Computation Conference","location":"Lille France"},"container-title":["Proceedings of the Genetic and Evolutionary Computation Conference Companion"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3449726.3461396","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3449726.3461396","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:18:34Z","timestamp":1750191514000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3449726.3461396"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,7]]},"references-count":36,"alternative-id":["10.1145\/3449726.3461396","10.1145\/3449726"],"URL":"https:\/\/doi.org\/10.1145\/3449726.3461396","relation":{},"subject":[],"published":{"date-parts":[[2021,7,7]]},"assertion":[{"value":"2021-07-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}