{"id":"https://openalex.org/W7156902913","doi":"https://doi.org/10.1007/978-3-032-23607-4_19","title":"The Next Stage of\u00a0Evolutionary Computation in\u00a0the\u00a0Era of\u00a0Agentic Generative AI","display_name":"The Next Stage of\u00a0Evolutionary Computation in\u00a0the\u00a0Era of\u00a0Agentic Generative AI","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7156902913","doi":"https://doi.org/10.1007/978-3-032-23607-4_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-23607-4_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-23607-4_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5046670746","display_name":"Michael Palk","orcid":null},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Palk","raw_affiliation_strings":["Institute of Information Systems, University of Hamburg, Hamburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7463-6827","affiliations":[{"raw_affiliation_string":"Institute of Information Systems, University of Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130924601","display_name":"Stefan Vo\u00df","orcid":null},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Stefan Vo\u00df","raw_affiliation_strings":["Institute of Information Systems, University of Hamburg, Hamburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1296-4221","affiliations":[{"raw_affiliation_string":"Institute of Information Systems, University of Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068174754","display_name":"Fred Glover","orcid":"https://orcid.org/0000-0001-6945-0438"},"institutions":[{"id":"https://openalex.org/I4210089283","display_name":"Entanglement Technologies (United States)","ror":"https://ror.org/00648sd60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210089283"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fred Glover","raw_affiliation_strings":["Entanglement Inc., Miami, FL, USA"],"raw_orcid":"https://orcid.org/0000-0001-6945-0438","affiliations":[{"raw_affiliation_string":"Entanglement Inc., Miami, FL, USA","institution_ids":["https://openalex.org/I4210089283"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5130924601"],"corresponding_institution_ids":["https://openalex.org/I159176309"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.93502526,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"306","last_page":"326"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.27880001068115234,"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":0.27880001068115234,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.19269999861717224,"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":0.10220000147819519,"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/generative-grammar","display_name":"Generative grammar","score":0.7699000239372253},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.6610000133514404},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.6139000058174133},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.522599995136261},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5047000050544739},{"id":"https://openalex.org/keywords/generative-design","display_name":"Generative Design","score":0.42640000581741333},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4250999987125397},{"id":"https://openalex.org/keywords/human-based-evolutionary-computation","display_name":"Human-based evolutionary computation","score":0.4154999852180481}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8361999988555908},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7699000239372253},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6610000133514404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6146000027656555},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.6139000058174133},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.522599995136261},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5047000050544739},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.42640000581741333},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4250999987125397},{"id":"https://openalex.org/C158564503","wikidata":"https://www.wikidata.org/wiki/Q5936745","display_name":"Human-based evolutionary computation","level":5,"score":0.4154999852180481},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.4122999906539917},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38029998540878296},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3610999882221222},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.35899999737739563},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3513000011444092},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3160000145435333},{"id":"https://openalex.org/C123189799","wikidata":"https://www.wikidata.org/wiki/Q6045380","display_name":"Interactive evolutionary computation","level":4,"score":0.3043999969959259},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C2777394884","wikidata":"https://www.wikidata.org/wiki/Q762268","display_name":"Automatic programming","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C162027153","wikidata":"https://www.wikidata.org/wiki/Q2264109","display_name":"Artificial general intelligence","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.25699999928474426},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-23607-4_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-23607-4_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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":97,"referenced_works":["https://openalex.org/W1974485962","https://openalex.org/W2032982318","https://openalex.org/W2063939203","https://openalex.org/W2109962352","https://openalex.org/W2125509133","https://openalex.org/W2166348281","https://openalex.org/W2799899844","https://openalex.org/W3019058961","https://openalex.org/W3021613070","https://openalex.org/W3041133507","https://openalex.org/W3080373249","https://openalex.org/W3116249693","https://openalex.org/W3128946898","https://openalex.org/W4247657039","https://openalex.org/W4288040592","https://openalex.org/W4294559022","https://openalex.org/W4311011823","https://openalex.org/W4318204977","https://openalex.org/W4319878683","https://openalex.org/W4380992994","https://openalex.org/W4385210979","https://openalex.org/W4387095903","https://openalex.org/W4389727268","https://openalex.org/W4392002118","https://openalex.org/W4393106948","https://openalex.org/W4393147129","https://openalex.org/W4394600987","https://openalex.org/W4399393660","https://openalex.org/W4400380401","https://openalex.org/W4400745921","https://openalex.org/W4400933678","https://openalex.org/W4401386467","https://openalex.org/W4401416311","https://openalex.org/W4401571420","https://openalex.org/W4401783591","https://openalex.org/W4402230126","https://openalex.org/W4402239223","https://openalex.org/W4403536613","https://openalex.org/W4403893406","https://openalex.org/W4404316964","https://openalex.org/W4404534210","https://openalex.org/W4404594861","https://openalex.org/W4404788800","https://openalex.org/W4404862388","https://openalex.org/W4405183113","https://openalex.org/W4405907176","https://openalex.org/W4406611717","https://openalex.org/W4406728221","https://openalex.org/W4407236106","https://openalex.org/W4407340340","https://openalex.org/W4407881031","https://openalex.org/W4408326921","https://openalex.org/W4408793199","https://openalex.org/W4408973166","https://openalex.org/W4409269162","https://openalex.org/W4409348116","https://openalex.org/W4409348520","https://openalex.org/W4409363090","https://openalex.org/W4409365967","https://openalex.org/W4409714917","https://openalex.org/W4409714918","https://openalex.org/W4409714926","https://openalex.org/W4409797602","https://openalex.org/W4410115678","https://openalex.org/W4410192806","https://openalex.org/W4410278250","https://openalex.org/W4410407045","https://openalex.org/W4410964376","https://openalex.org/W4411232609","https://openalex.org/W4411403346","https://openalex.org/W4411877580","https://openalex.org/W4412031662","https://openalex.org/W4412537083","https://openalex.org/W4412888697","https://openalex.org/W4412888760","https://openalex.org/W4413039034","https://openalex.org/W4413155465","https://openalex.org/W4413243547","https://openalex.org/W4413941679","https://openalex.org/W4414023998","https://openalex.org/W4414043532","https://openalex.org/W4414128359","https://openalex.org/W4414241920","https://openalex.org/W4414320956","https://openalex.org/W4414713855","https://openalex.org/W4414908548","https://openalex.org/W4414998378","https://openalex.org/W4415257056","https://openalex.org/W4415543211","https://openalex.org/W4415589124","https://openalex.org/W4415797289","https://openalex.org/W4415797354","https://openalex.org/W4415797930","https://openalex.org/W4415828382","https://openalex.org/W6903610599","https://openalex.org/W7121445788","https://openalex.org/W7123359483"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-04-29T00:00:00"}