{"id":"https://openalex.org/W2957504873","doi":"https://doi.org/10.1007/978-981-13-8311-3_16","title":"Apache Spark as a Tool for Parallel Population-Based Optimization","display_name":"Apache Spark as a Tool for Parallel Population-Based Optimization","publication_year":2019,"publication_date":"2019-07-16","ids":{"openalex":"https://openalex.org/W2957504873","doi":"https://doi.org/10.1007/978-981-13-8311-3_16","mag":"2957504873"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-13-8311-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-13-8311-3_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"},"type":"book-chapter","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/A5069454823","display_name":"Piotr J\u0119drzejowicz","orcid":"https://orcid.org/0000-0001-6104-1381"},"institutions":[{"id":"https://openalex.org/I4210125238","display_name":"Gdynia Maritime University","ror":"https://ror.org/02vscf791","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210125238"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Jedrzejowicz","raw_affiliation_strings":["Department of Information Systems, Gdynia Maritime University, Gdynia, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Gdynia Maritime University, Gdynia, Poland","institution_ids":["https://openalex.org/I4210125238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043873888","display_name":"Izabela Wierzbowska","orcid":"https://orcid.org/0000-0003-4818-4841"},"institutions":[{"id":"https://openalex.org/I4210125238","display_name":"Gdynia Maritime University","ror":"https://ror.org/02vscf791","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210125238"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Izabela Wierzbowska","raw_affiliation_strings":["Department of Information Systems, Gdynia Maritime University, Gdynia, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Gdynia Maritime University, Gdynia, Poland","institution_ids":["https://openalex.org/I4210125238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210125238"],"apc_list":null,"apc_paid":null,"fwci":0.8413,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75741149,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"181","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9977999925613403,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.8771616220474243},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.8506381511688232},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6647447943687439},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5362811088562012},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3949185907840729},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3208169639110565},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14427760243415833},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14118853211402893},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09672245383262634},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06981948018074036}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.8771616220474243},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.8506381511688232},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6647447943687439},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5362811088562012},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3949185907840729},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3208169639110565},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14427760243415833},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14118853211402893},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09672245383262634},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06981948018074036},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-13-8311-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-13-8311-3_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W92655099","https://openalex.org/W1976479785","https://openalex.org/W2021290344","https://openalex.org/W2042986967","https://openalex.org/W2523751046","https://openalex.org/W2611904779","https://openalex.org/W2734820135","https://openalex.org/W2746899437","https://openalex.org/W2784553118","https://openalex.org/W2800044254","https://openalex.org/W2802050029","https://openalex.org/W2810836190","https://openalex.org/W2884266642","https://openalex.org/W2885588961","https://openalex.org/W2888088860","https://openalex.org/W2889031440","https://openalex.org/W2899442911","https://openalex.org/W2900478665","https://openalex.org/W2906304617","https://openalex.org/W2921934890","https://openalex.org/W4235040273"],"related_works":["https://openalex.org/W1525389557","https://openalex.org/W2361554335","https://openalex.org/W2359992618","https://openalex.org/W2054495636","https://openalex.org/W2164188042","https://openalex.org/W4306878646","https://openalex.org/W2046552997","https://openalex.org/W2913191894","https://openalex.org/W3157689847","https://openalex.org/W2495211334"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}