{"id":"https://openalex.org/W4388927743","doi":"https://doi.org/10.48550/arxiv.2311.12304","title":"Discovering Effective Policies for Land-Use Planning with Neuroevolution","display_name":"Discovering Effective Policies for Land-Use Planning with Neuroevolution","publication_year":2023,"publication_date":"2023-02-02","ids":{"openalex":"https://openalex.org/W4388927743","doi":"https://doi.org/10.48550/arxiv.2311.12304"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2311.12304","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.12304","pdf_url":"https://arxiv.org/pdf/2311.12304","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.12304","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075375683","display_name":"Daniel B. Young","orcid":"https://orcid.org/0000-0002-7887-9479"},"institutions":[{"id":"https://openalex.org/I163361683","display_name":"Cognizant (United States)","ror":"https://ror.org/036s7bw54","country_code":"US","type":"company","lineage":["https://openalex.org/I163361683"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Young, Daniel","raw_affiliation_strings":["Cognizant AI Labs","The University of Texas at Austin"],"affiliations":[{"raw_affiliation_string":"Cognizant AI Labs","institution_ids":["https://openalex.org/I163361683"]},{"raw_affiliation_string":"The University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002978952","display_name":"Olivier Francon","orcid":null},"institutions":[{"id":"https://openalex.org/I163361683","display_name":"Cognizant (United States)","ror":"https://ror.org/036s7bw54","country_code":"US","type":"company","lineage":["https://openalex.org/I163361683"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Francon, Olivier","raw_affiliation_strings":["Cognizant (United States)","Cognizant AI Labs"],"affiliations":[{"raw_affiliation_string":"Cognizant (United States)","institution_ids":["https://openalex.org/I163361683"]},{"raw_affiliation_string":"Cognizant AI Labs","institution_ids":["https://openalex.org/I163361683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020821744","display_name":"Elliot Meyerson","orcid":"https://orcid.org/0000-0002-1871-2757"},"institutions":[{"id":"https://openalex.org/I163361683","display_name":"Cognizant (United States)","ror":"https://ror.org/036s7bw54","country_code":"US","type":"company","lineage":["https://openalex.org/I163361683"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meyerson, Elliot","raw_affiliation_strings":["Cognizant AI Labs"],"affiliations":[{"raw_affiliation_string":"Cognizant AI Labs","institution_ids":["https://openalex.org/I163361683"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bieker, Jacob","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088753","display_name":"Climate Outreach","ror":"https://ror.org/00ah0qh32","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210088753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bieker, Jacob","raw_affiliation_strings":["Open Climate Fix"],"affiliations":[{"raw_affiliation_string":"Open Climate Fix","institution_ids":["https://openalex.org/I4210088753"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Cunha, Hugo","orcid":null},"institutions":[{"id":"https://openalex.org/I163361683","display_name":"Cognizant (United States)","ror":"https://ror.org/036s7bw54","country_code":"US","type":"company","lineage":["https://openalex.org/I163361683"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cunha, Hugo","raw_affiliation_strings":["Cognizant Technology Solutions"],"affiliations":[{"raw_affiliation_string":"Cognizant Technology Solutions","institution_ids":["https://openalex.org/I163361683"]}]},{"author_position":"last","author":{"id":null,"display_name":"Banifatemi, Amir","orcid":null},"institutions":[{"id":"https://openalex.org/I163361683","display_name":"Cognizant (United States)","ror":"https://ror.org/036s7bw54","country_code":"US","type":"company","lineage":["https://openalex.org/I163361683"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Banifatemi, Amir","raw_affiliation_strings":["Cognizant AI Labs"],"affiliations":[{"raw_affiliation_string":"Cognizant AI Labs","institution_ids":["https://openalex.org/I163361683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5075375683"],"corresponding_institution_ids":["https://openalex.org/I163361683","https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13920","display_name":"Urban Planning and Valuation","score":0.6389999985694885,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13920","display_name":"Urban Planning and Valuation","score":0.6389999985694885,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12098","display_name":"Rural development and sustainability","score":0.6159999966621399,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-planning","display_name":"Environmental planning","score":0.5353337526321411},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5132262706756592},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.49956822395324707},{"id":"https://openalex.org/keywords/land-use-planning","display_name":"Land-use planning","score":0.4635917544364929},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3415895700454712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32090818881988525},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.25711914896965027},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.18063437938690186},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10168546438217163},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.08285576105117798}],"concepts":[{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.5353337526321411},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5132262706756592},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.49956822395324707},{"id":"https://openalex.org/C184603391","wikidata":"https://www.wikidata.org/wiki/Q60738778","display_name":"Land-use planning","level":3,"score":0.4635917544364929},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3415895700454712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32090818881988525},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25711914896965027},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.18063437938690186},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10168546438217163},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.08285576105117798}],"mesh":[],"locations_count":6,"locations":[{"id":"pmh:oai:arXiv.org:2311.12304","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.12304","pdf_url":"https://arxiv.org/pdf/2311.12304","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2311.12304","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2311.12304","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.5281/zenodo.15226286","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15226286","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"},{"id":"doi:10.5281/zenodo.15226287","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15226287","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"},{"id":"doi:10.5281/zenodo.15231466","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15231466","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.5281/zenodo.15231467","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15231467","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2311.12304","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.12304","pdf_url":"https://arxiv.org/pdf/2311.12304","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5299999713897705,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388927743.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2389612660","https://openalex.org/W2378443735","https://openalex.org/W2518081057","https://openalex.org/W581761423","https://openalex.org/W2375970887","https://openalex.org/W2368729910","https://openalex.org/W2891294743","https://openalex.org/W2352965667","https://openalex.org/W1898428141","https://openalex.org/W893814774"],"abstract_inverted_index":{"How":[0],"areas":[1],"of":[2,40,116],"land":[3],"are":[4],"allocated":[5],"for":[6,79,132],"different":[7,60,121],"uses,":[8],"such":[9],"as":[10],"forests,":[11],"urban":[12],"areas,":[13],"and":[14,25,37,45,92,100,114],"agriculture,":[15],"has":[16],"a":[17,38,47,83,125],"large":[18],"effect":[19],"on":[20,30,34,87],"the":[21,41,59,88,95,101],"terrestrial":[22],"carbon":[23,43,112],"balance,":[24],"therefore":[26],"climate":[27],"change.":[28],"Based":[29],"available":[31,62],"historical":[32],"data":[33],"land-use":[35,77,117,133],"changes":[36],"simulation":[39],"associated":[42],"emissions":[44],"removals,":[46],"surrogate":[48],"model":[49,103],"can":[50,70],"be":[51,72],"learned":[52],"that":[53,109,128],"makes":[54],"it":[55],"possible":[56],"to":[57,63,74,120],"evaluate":[58],"options":[61],"decision-makers":[64],"efficiently.":[65],"An":[66],"evolutionary":[67],"search":[68],"process":[69],"then":[71],"used":[73],"discover":[75],"effective":[76],"policies":[78],"specific":[80],"locations.":[81],"Such":[82],"system":[84],"was":[85],"built":[86],"Project":[89],"Resilience":[90],"platform":[91],"evaluated":[93],"with":[94],"Land-Use":[96],"Harmonization":[97],"dataset":[98],"LUH2":[99],"bookkeeping":[102],"BLUE.":[104],"It":[105],"generates":[106],"Pareto":[107],"fronts":[108],"trade":[110],"off":[111],"impact":[113],"amount":[115],"change":[118],"customized":[119],"locations,":[122],"thus":[123],"providing":[124],"proof-of-concept":[126],"tool":[127],"is":[129],"potentially":[130],"useful":[131],"planning.":[134]},"counts_by_year":[],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2023-11-23T00:00:00"}