{"id":"https://openalex.org/W4411600256","doi":"https://doi.org/10.1109/cec65147.2025.11043073","title":"An Efficient Multi-Objective Shuffled Frog Leaping Algorithm-Based Method for Metabolic Pathway Design","display_name":"An Efficient Multi-Objective Shuffled Frog Leaping Algorithm-Based Method for Metabolic Pathway Design","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4411600256","doi":"https://doi.org/10.1109/cec65147.2025.11043073"},"language":"en","primary_location":{"id":"doi:10.1109/cec65147.2025.11043073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec65147.2025.11043073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Congress on Evolutionary Computation (CEC)","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/A5057368785","display_name":"Xin Zhao","orcid":"https://orcid.org/0000-0002-1621-2337"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Zhao","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102739200","display_name":"Haotong Li","orcid":"https://orcid.org/0000-0002-1850-3314"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotong Li","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375739","display_name":"Tao Zhang","orcid":"https://orcid.org/0000-0001-8764-5802"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104124878","display_name":"Jiajing Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JiaJing Qi","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033345566","display_name":"Yahui Cao","orcid":"https://orcid.org/0000-0001-5324-9254"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yahui Cao","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088851900","display_name":"Ming Yang","orcid":"https://orcid.org/0000-0002-2862-6465"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Yang","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100668788","display_name":"Weijie Liu","orcid":"https://orcid.org/0000-0003-3484-9347"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijie Liu","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5057368785"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16267399,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6514064073562622},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.49553024768829346},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46103644371032715}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6514064073562622},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.49553024768829346},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46103644371032715}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec65147.2025.11043073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec65147.2025.11043073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2022374283","https://openalex.org/W2202347610","https://openalex.org/W2759754729","https://openalex.org/W2762019694","https://openalex.org/W2792323354","https://openalex.org/W2953726429","https://openalex.org/W3203975617","https://openalex.org/W4289861103","https://openalex.org/W4376455438","https://openalex.org/W4386078107","https://openalex.org/W4401765237","https://openalex.org/W4403479110","https://openalex.org/W6791078809"],"related_works":["https://openalex.org/W2393888177","https://openalex.org/W2544423928","https://openalex.org/W2117183908","https://openalex.org/W2115794623","https://openalex.org/W4406345323","https://openalex.org/W2067173559","https://openalex.org/W2148738811","https://openalex.org/W1613730747","https://openalex.org/W2541389358","https://openalex.org/W4318948887"],"abstract_inverted_index":{"Metabolic":[0],"pathway":[1,61],"design":[2,62],"is":[3],"crucial":[4],"in":[5,39],"synthetic":[6],"biology.":[7],"Compared":[8],"to":[9,94],"traditional":[10],"manual":[11],"methods,":[12],"evolutionary":[13,58],"computation-based":[14],"approaches":[15],"greatly":[16],"reduce":[17],"time":[18,88],"and":[19,32,41,89],"cost,":[20],"becoming":[21],"the":[22],"dominant":[23],"trend.":[24],"Current":[25],"algorithms":[26,59],"fall":[27],"into":[28],"two":[29],"categories:":[30],"single-objective":[31,37],"multi-objective.":[33],"Multi-objective":[34],"methods":[35],"outperform":[36],"ones":[38],"diversity":[40],"convergence,":[42],"making":[43],"them":[44],"better":[45],"suited":[46],"for":[47,60],"complex":[48],"problems":[49],"by":[50],"balancing":[51],"multiple":[52],"performance":[53],"metrics.":[54],"However,":[55],"existing":[56,95],"multi-objective":[57,76],"remain":[63],"inefficient.":[64],"To":[65],"address":[66],"this,":[67],"we":[68],"propose":[69],"an":[70],"efficient":[71],"method":[72],"based":[73],"on":[74],"a":[75],"shuffled":[77],"frog":[78],"leaping":[79],"algorithm.":[80],"Experiments":[81],"show":[82],"our":[83],"approach":[84],"significantly":[85],"reduces":[86],"computation":[87],"discovers":[90],"higher-performing":[91],"pathways":[92],"compared":[93],"methods.":[96]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
