{"id":"https://openalex.org/W7149017525","doi":"https://doi.org/10.1007/s41965-025-00208-w","title":"MAAPO-E: an entropy-guided, constraint-aware membrane protozoa optimizer for high-dimensional numerical and engineering optimization","display_name":"MAAPO-E: an entropy-guided, constraint-aware membrane protozoa optimizer for high-dimensional numerical and engineering optimization","publication_year":2026,"publication_date":"2026-04-03","ids":{"openalex":"https://openalex.org/W7149017525","doi":"https://doi.org/10.1007/s41965-025-00208-w"},"language":"en","primary_location":{"id":"doi:10.1007/s41965-025-00208-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41965-025-00208-w","pdf_url":null,"source":{"id":"https://openalex.org/S4210203510","display_name":"Journal of Membrane Computing","issn_l":"2523-8906","issn":["2523-8906","2523-8914"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Membrane Computing","raw_type":"journal-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/A5024744773","display_name":"Wulfran Fendzi Mbasso","orcid":"https://orcid.org/0000-0002-4049-0716"},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Wulfran Fendzi Mbasso","raw_affiliation_strings":["Department of Biosciences, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, 602105, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biosciences, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, 602105, India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132889483","display_name":"Ambe Harrison","orcid":null},"institutions":[{"id":"https://openalex.org/I146367977","display_name":"Applied Science Private University","ror":"https://ror.org/01ah6nb52","country_code":"JO","type":"education","lineage":["https://openalex.org/I146367977"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ambe Harrison","raw_affiliation_strings":["Applied Science Research Center, Applied Science Private University, Amman, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Science Research Center, Applied Science Private University, Amman, Jordan","institution_ids":["https://openalex.org/I146367977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132886883","display_name":"Idriss Dagal","orcid":null},"institutions":[{"id":"https://openalex.org/I8666313","display_name":"Beykent University","ror":"https://ror.org/03dcvf827","country_code":"TR","type":"education","lineage":["https://openalex.org/I8666313"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Idriss Dagal","raw_affiliation_strings":["Department of Electrical-Electronics Engineering, Beykent University, Ayaza\u011fa Mahallesi, Had\u0131m Koruyolu Cd. No:19, Sar\u0131yer, Istanbul, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical-Electronics Engineering, Beykent University, Ayaza\u011fa Mahallesi, Had\u0131m Koruyolu Cd. No:19, Sar\u0131yer, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I8666313"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027367371","display_name":"Mohamed Metwally Mahmoud","orcid":"https://orcid.org/0000-0002-2460-1850"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]},{"id":"https://openalex.org/I86310350","display_name":"Aswan University","ror":"https://ror.org/048qnr849","country_code":"EG","type":"education","lineage":["https://openalex.org/I86310350"]}],"countries":["CZ","EG"],"is_corresponding":false,"raw_author_name":"Mohamed Metwally Mahmoud","raw_affiliation_strings":["Electrical Engineering Department, Faculty of Energy Engineering, Aswan University, Aswan, 81528, Egypt","Technical University of Ostrava, Technical University of Ostrava, 708 00, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Faculty of Energy Engineering, Aswan University, Aswan, 81528, Egypt","institution_ids":["https://openalex.org/I86310350"]},{"raw_affiliation_string":"Technical University of Ostrava, Technical University of Ostrava, 708 00, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078406894","display_name":"Manish Kumar Singla","orcid":"https://orcid.org/0000-0003-1028-2729"},"institutions":[{"id":"https://openalex.org/I27570832","display_name":"Jadara University","ror":"https://ror.org/001drnv35","country_code":"JO","type":"education","lineage":["https://openalex.org/I27570832"]},{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN","JO"],"is_corresponding":false,"raw_author_name":"Manish Kumar Singla","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","Jadara Research Center, Jadara University, Irbid, 21110, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]},{"raw_affiliation_string":"Jadara Research Center, Jadara University, Irbid, 21110, Jordan","institution_ids":["https://openalex.org/I27570832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132848078","display_name":"Pradeep Jangir","orcid":null},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pradeep Jangir","raw_affiliation_strings":["Department of CSE, Graphic Era Hill University, Graphic Era Deemed to Be University, Dehradun, 248002, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Graphic Era Hill University, Graphic Era Deemed to Be University, Dehradun, 248002, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091279122","display_name":"Muhammad Suhail Shaikh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165736","display_name":"Hanshan Normal University","ror":"https://ror.org/05tqaz865","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210165736"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Suhail Shaikh","raw_affiliation_strings":["School of Physics and Electronic Engineering, Hanshan Normal University, Chaozhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Engineering, Hanshan Normal University, Chaozhou, China","institution_ids":["https://openalex.org/I4210165736"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5024744773"],"corresponding_institution_ids":["https://openalex.org/I85461943"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48664484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"2","first_page":"264","last_page":"283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13362","display_name":"Slime Mold and Myxomycetes Research","score":0.2612999975681305,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T13362","display_name":"Slime Mold and Myxomycetes Research","score":0.2612999975681305,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12029","display_name":"DNA and Biological Computing","score":0.2142000049352646,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.0835999995470047,"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/convergence","display_name":"Convergence (economics)","score":0.6389999985694885},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6097000241279602},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4578000009059906},{"id":"https://openalex.org/keywords/engineering-design-process","display_name":"Engineering design process","score":0.4490000009536743},{"id":"https://openalex.org/keywords/roulette","display_name":"Roulette","score":0.4449000060558319},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.4230000078678131},{"id":"https://openalex.org/keywords/engineering-optimization","display_name":"Engineering optimization","score":0.3499999940395355},{"id":"https://openalex.org/keywords/penalty-method","display_name":"Penalty method","score":0.3402000069618225},{"id":"https://openalex.org/keywords/computer-simulation","display_name":"Computer simulation","score":0.334199994802475}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6389999985694885},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6097000241279602},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5676000118255615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4778999984264374},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4578000009059906},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.4490000009536743},{"id":"https://openalex.org/C195502155","wikidata":"https://www.wikidata.org/wiki/Q2810237","display_name":"Roulette","level":2,"score":0.4449000060558319},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.4230000078678131},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3626999855041504},{"id":"https://openalex.org/C110850998","wikidata":"https://www.wikidata.org/wiki/Q5377895","display_name":"Engineering optimization","level":3,"score":0.3499999940395355},{"id":"https://openalex.org/C6180225","wikidata":"https://www.wikidata.org/wiki/Q3411771","display_name":"Penalty method","level":2,"score":0.3402000069618225},{"id":"https://openalex.org/C500300565","wikidata":"https://www.wikidata.org/wiki/Q925667","display_name":"Computer simulation","level":2,"score":0.334199994802475},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.33379998803138733},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.31540000438690186},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.3100999891757965},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.29440000653266907},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.27059999108314514},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.26919999718666077},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.26579999923706055},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.2574000060558319},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C92995354","wikidata":"https://www.wikidata.org/wiki/Q5165499","display_name":"Continuous optimization","level":4,"score":0.2524000108242035},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.25220000743865967}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41965-025-00208-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41965-025-00208-w","pdf_url":null,"source":{"id":"https://openalex.org/S4210203510","display_name":"Journal of Membrane Computing","issn_l":"2523-8906","issn":["2523-8906","2523-8914"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Membrane Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W2011567632","https://openalex.org/W2030146153","https://openalex.org/W2032529609","https://openalex.org/W2045401562","https://openalex.org/W2061438946","https://openalex.org/W2112036188","https://openalex.org/W2123071243","https://openalex.org/W2143560894","https://openalex.org/W2152195021","https://openalex.org/W2162145193","https://openalex.org/W2290883490","https://openalex.org/W2773871650","https://openalex.org/W2913446257","https://openalex.org/W3195664246","https://openalex.org/W3200839656","https://openalex.org/W3203913860","https://openalex.org/W4200333655","https://openalex.org/W4297198684","https://openalex.org/W4362603151","https://openalex.org/W4362724099","https://openalex.org/W4382721878","https://openalex.org/W4389781160","https://openalex.org/W4392810838","https://openalex.org/W4394787046","https://openalex.org/W4399338032","https://openalex.org/W4405830215","https://openalex.org/W4410717791","https://openalex.org/W4410756568","https://openalex.org/W4410803694","https://openalex.org/W4411586461"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-03T06:16:58.514037","created_date":"2026-04-04T00:00:00"}