{"id":"https://openalex.org/W2064992881","doi":"https://doi.org/10.1145/1569901.1570029","title":"Evolving reusable 3d packing heuristics with genetic programming","display_name":"Evolving reusable 3d packing heuristics with genetic programming","publication_year":2009,"publication_date":"2009-07-08","ids":{"openalex":"https://openalex.org/W2064992881","doi":"https://doi.org/10.1145/1569901.1570029","mag":"2064992881"},"language":"en","primary_location":{"id":"doi:10.1145/1569901.1570029","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1569901.1570029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual conference on Genetic and evolutionary 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/A5013314757","display_name":"Sam D. Allen","orcid":null},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sam Allen","raw_affiliation_strings":["University of Nottingham, Nottingham, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham, Nottingham, United Kingdom","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004567468","display_name":"Edmund Burke","orcid":"https://orcid.org/0000-0003-0712-4762"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Edmund K. Burke","raw_affiliation_strings":["University of Nottingham, Nottingham, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham, Nottingham, United Kingdom","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080865892","display_name":"Matthew Hyde","orcid":"https://orcid.org/0000-0001-8275-3919"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew Hyde","raw_affiliation_strings":["University of Nottingham, Nottingham, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham, Nottingham, United Kingdom","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074319022","display_name":"Graham Kendall","orcid":"https://orcid.org/0000-0003-2006-5103"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Graham Kendall","raw_affiliation_strings":["Univeristy of Nottingham, Nottingham, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univeristy of Nottingham, Nottingham, United Kingdom","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":null,"apc_paid":null,"fwci":13.2142,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.99295637,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"931","last_page":"938"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/heuristics","display_name":"Heuristics","score":0.8248274922370911},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.749681830406189},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.678428053855896},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5212064981460571},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.38661667704582214},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3369964063167572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19426178932189941},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11904668807983398},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10952252149581909}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8248274922370911},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.749681830406189},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.678428053855896},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5212064981460571},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.38661667704582214},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3369964063167572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19426178932189941},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11904668807983398},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10952252149581909}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/1569901.1570029","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1569901.1570029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.205.7527","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.205.7527","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.nott.ac.uk/%7Emvh/gecco2009.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.205.7574","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.205.7574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.asap.cs.nott.ac.uk/projects/igp/igpPublications/gecco2009.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.221.3801","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.221.3801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.nott.ac.uk/%7Eekb/Publications/Gecco-09-3D.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.330.8536","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.330.8536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://delivery.acm.org/10.1145/1580000/1570029/p931-allen.pdf?CFID%3D285174109%26CFTOKEN%3D69161341%26__acm__%3D1362002094_4ececb65726396e67a0d4df6ada875cc%26acc%3DACTIVE+SERVICE%26ip%3D130.203.136.92","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W75947397","https://openalex.org/W1488666798","https://openalex.org/W1519083892","https://openalex.org/W1576818901","https://openalex.org/W1668207500","https://openalex.org/W1820078070","https://openalex.org/W1968904074","https://openalex.org/W1976705858","https://openalex.org/W1987220363","https://openalex.org/W2033777753","https://openalex.org/W2051566572","https://openalex.org/W2053482949","https://openalex.org/W2056956492","https://openalex.org/W2058038705","https://openalex.org/W2072638946","https://openalex.org/W2074214722","https://openalex.org/W2075957730","https://openalex.org/W2093422465","https://openalex.org/W2137654273","https://openalex.org/W2148996900","https://openalex.org/W2154462472","https://openalex.org/W2161393961","https://openalex.org/W2163242049","https://openalex.org/W2165207629","https://openalex.org/W2166858694","https://openalex.org/W2171341281","https://openalex.org/W4285719527","https://openalex.org/W6831022397"],"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/W2401723157","https://openalex.org/W2952904874","https://openalex.org/W324626582","https://openalex.org/W4389302559","https://openalex.org/W1690653314"],"abstract_inverted_index":{"This":[0],"paper":[1],"compares":[2],"the":[3,24,63,78],"quality":[4,41],"of":[5,71],"reusable":[6],"heuristics":[7,20,49],"designed":[8,15,22],"by":[9,16,73],"genetic":[10],"programming":[11],"(GP)":[12],"to":[13,37,43,76],"those":[14],"human":[17,74],"programmers.":[18],"The":[19],"are":[21],"for":[23,39,52],"three":[25],"dimensional":[26],"knapsack":[27],"packing":[28],"problem.":[29],"Evolutionary":[30],"computation":[31],"has":[32,56,68],"been":[33,58],"employed":[34],"many":[35],"times":[36],"search":[38],"good":[40],"solutions":[42],"such":[44],"problems.":[45],"However,":[46],"actually":[47],"designing":[48],"with":[50],"GP":[51],"this":[53],"problem":[54],"domain":[55],"never":[57],"investigated":[59],"before.":[60],"In":[61],"contrast,":[62],"literature":[64],"shows":[65],"that":[66,83],"it":[67],"taken":[69],"years":[70],"experience":[72],"analysts":[75],"design":[77],"very":[79],"effective":[80],"heuristic":[81],"methods":[82],"currently":[84],"exist.":[85]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
