{"id":"https://openalex.org/W4413209495","doi":"https://doi.org/10.1145/3712255.3734270","title":"Towards Automated Innovization for Route Planning: Innovized Heuristics and Problem Class Bounds","display_name":"Towards Automated Innovization for Route Planning: Innovized Heuristics and Problem Class Bounds","publication_year":2025,"publication_date":"2025-07-14","ids":{"openalex":"https://openalex.org/W4413209495","doi":"https://doi.org/10.1145/3712255.3734270"},"language":"en","primary_location":{"id":"doi:10.1145/3712255.3734270","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712255.3734270","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","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/A5107035159","display_name":"Eva R\u00f6per","orcid":"https://orcid.org/0009-0009-2103-7789"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Eva R\u00f6per","raw_affiliation_strings":["Otto-von-Guericke-University Magdeburg, Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke-University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007360440","display_name":"Christoph Steup","orcid":"https://orcid.org/0000-0001-6936-9760"},"institutions":[{"id":"https://openalex.org/I4210111151","display_name":"Fraunhofer Institute for Transportation and Infrastructure Systems","ror":"https://ror.org/01nqmht92","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111151","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Steup","raw_affiliation_strings":["Fraunhofer IVI, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IVI, Dresden, Germany","institution_ids":["https://openalex.org/I4210111151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064569017","display_name":"Sanaz Mostaghim","orcid":"https://orcid.org/0000-0002-9917-5227"},"institutions":[{"id":"https://openalex.org/I4210111151","display_name":"Fraunhofer Institute for Transportation and Infrastructure Systems","ror":"https://ror.org/01nqmht92","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111151","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sanaz Mostaghim","raw_affiliation_strings":["Fraunhofer IVI, Dresden, Germany","Otto-von-Guericke-University Magdeburg, Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IVI, Dresden, Germany","institution_ids":["https://openalex.org/I4210111151"]},{"raw_affiliation_string":"Otto-von-Guericke-University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5107035159"],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9914000034332275,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.8064447641372681},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7086518406867981},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6460427045822144},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3743032217025757},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3380882740020752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3153291940689087},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15062680840492249}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8064447641372681},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7086518406867981},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6460427045822144},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3743032217025757},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3380882740020752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3153291940689087},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15062680840492249},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3712255.3734270","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712255.3734270","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/500105","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/500105","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1997705876","https://openalex.org/W2000295051","https://openalex.org/W4402289212"],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W1690653314","https://openalex.org/W2275524962","https://openalex.org/W2401723157","https://openalex.org/W2065055572","https://openalex.org/W2784269775"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,40],"novel":[4],"concept":[5],"for":[6,9],"automating":[7],"innovization":[8],"route":[10,20,65],"planning":[11,66],"through":[12],"the":[13,50,56],"extraction":[14],"and":[15],"reuse":[16],"of":[17,34,52,58],"knowledge":[18],"from":[19],"feature":[21],"distributions.":[22],"The":[23],"resulting":[24],"so-called":[25],"innovized":[26,74],"heuristic":[27],"is":[28,45],"applicable":[29],"to":[30],"an":[31],"entire":[32],"class":[33],"routing":[35],"problems.":[36],"Innovized":[37],"heuristics":[38,75],"offer":[39],"flexible":[41],"stochastic":[42],"structure":[43],"that":[44,73],"still":[46],"intuitively":[47],"understandable":[48],"in":[49,67],"context":[51],"vehicle":[53],"routing.":[54],"Concerning":[55],"bounds":[57],"problem":[59],"classes,":[60],"our":[61],"case":[62],"study":[63],"on":[64],"central":[68],"Berlin":[69],"versus":[70],"Manhattan":[71],"indicates":[72],"are":[76],"not":[77],"transferable":[78],"between":[79],"cities":[80],"with":[81],"different":[82],"layouts.":[83]},"counts_by_year":[],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
