{"id":"https://openalex.org/W2154734108","doi":"https://doi.org/10.1109/icnc.2011.6022563","title":"Using particle swarm optimization scheme to settlement prediction","display_name":"Using particle swarm optimization scheme to settlement prediction","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2154734108","doi":"https://doi.org/10.1109/icnc.2011.6022563","mag":"2154734108"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2011.6022563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059538784","display_name":"Jia Guo","orcid":"https://orcid.org/0000-0001-5042-4045"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Guo","raw_affiliation_strings":["Three Gorges Research Center for geo-hazard, Ministry of Education China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Three Gorges Research Center for geo-hazard, Ministry of Education China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100610349","display_name":"Weili Zhang","orcid":"https://orcid.org/0000-0002-7956-7688"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weili Zhang","raw_affiliation_strings":["Three Gorges Research Center for geo-hazard, Ministry of Education China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Three Gorges Research Center for geo-hazard, Ministry of Education China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":null,"first_page":"2373","last_page":"2376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.9189516305923462},{"id":"https://openalex.org/keywords/settlement","display_name":"Settlement (finance)","score":0.7750494480133057},{"id":"https://openalex.org/keywords/human-settlement","display_name":"Human settlement","score":0.6584904193878174},{"id":"https://openalex.org/keywords/simplicity","display_name":"Simplicity","score":0.5521395206451416},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5507519841194153},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5169693827629089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5067949891090393},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.4588916599750519},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2986891269683838},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2578555941581726},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24667704105377197}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.9189516305923462},{"id":"https://openalex.org/C2777063073","wikidata":"https://www.wikidata.org/wiki/Q1553237","display_name":"Settlement (finance)","level":3,"score":0.7750494480133057},{"id":"https://openalex.org/C16678853","wikidata":"https://www.wikidata.org/wiki/Q486972","display_name":"Human settlement","level":2,"score":0.6584904193878174},{"id":"https://openalex.org/C2776372474","wikidata":"https://www.wikidata.org/wiki/Q508291","display_name":"Simplicity","level":2,"score":0.5521395206451416},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5507519841194153},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5169693827629089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5067949891090393},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.4588916599750519},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2986891269683838},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2578555941581726},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24667704105377197},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2011.6022563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1970106119","https://openalex.org/W1992704965","https://openalex.org/W2152195021","https://openalex.org/W2167791430","https://openalex.org/W2169245194","https://openalex.org/W2295080265","https://openalex.org/W2377393468","https://openalex.org/W2381743214","https://openalex.org/W2389771961","https://openalex.org/W2402846924","https://openalex.org/W6697645483"],"related_works":["https://openalex.org/W2584343622","https://openalex.org/W2020518286","https://openalex.org/W2779408155","https://openalex.org/W3044668410","https://openalex.org/W4308792285","https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2049211263","https://openalex.org/W2349895019","https://openalex.org/W2950423922"],"abstract_inverted_index":{"To":[0],"predict":[1],"the":[2,16,31,37,91,111],"settlement":[3,77,112],"of":[4,15,23,42,113],"foundations":[5],"is":[6,28,49,69,105],"an":[7,72],"important":[8],"issue":[9],"in":[10,19,52,71],"geotechnical":[11],"engineering":[12],"and":[13,54,98],"one":[14],"main":[17],"concerns":[18],"design.":[20],"The":[21,40,79,100],"mechanism":[22],"particle":[24],"swarm":[25],"optimization":[26,47],"(PSO)":[27],"inspired":[29],"from":[30],"complex":[32],"social":[33],"behavior":[34],"shown":[35],"by":[36,83,90],"nature":[38],"species.":[39],"advantage":[41],"PSO":[43,68,84,104],"over":[44],"many":[45],"other":[46],"algorithms":[48],"its":[50,55],"simplicity":[51],"implementation":[53],"ability":[56],"to":[57,59,74],"converge":[58],"a":[60,106],"reasonably":[61],"good":[62],"solution":[63],"quickly.":[64],"In":[65],"this":[66],"paper,":[67],"used":[70],"attempt":[73],"obtain":[75],"accurate":[76],"prediction.":[78],"predicted":[80,89],"settlements":[81],"obtained":[82],"are":[85],"compared":[86],"with":[87],"those":[88],"least":[92],"squares":[93],"fitting":[94],"method,":[95],"Asaoka":[96],"method":[97],"GA.":[99],"results":[101],"show":[102],"that":[103],"useful":[107],"technique":[108],"for":[109],"predicting":[110],"foundations.":[114]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
