{"id":"https://openalex.org/W7165858296","doi":"https://doi.org/10.1016/j.cnsns.2026.110465","title":"Heavy Ball Optimizer: A Momentum-Driven Metaheuristic with Superior Scalability and Real-World Applications","display_name":"Heavy Ball Optimizer: A Momentum-Driven Metaheuristic with Superior Scalability and Real-World Applications","publication_year":2026,"publication_date":"2026-06-25","ids":{"openalex":"https://openalex.org/W7165858296","doi":"https://doi.org/10.1016/j.cnsns.2026.110465"},"language":"en","primary_location":{"id":"doi:10.1016/j.cnsns.2026.110465","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cnsns.2026.110465","pdf_url":null,"source":{"id":"https://openalex.org/S39612629","display_name":"Communications in Nonlinear Science and Numerical Simulation","issn_l":"1007-5704","issn":["1007-5704","1878-7274"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Nonlinear Science and Numerical Simulation","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/A5053213515","display_name":"Mohammed Jameel","orcid":"https://orcid.org/0000-0001-5459-341X"},"institutions":[{"id":"https://openalex.org/I170535673","display_name":"Sana'a University","ror":"https://ror.org/04hcvaf32","country_code":"YE","type":"education","lineage":["https://openalex.org/I170535673"]}],"countries":["YE"],"is_corresponding":true,"raw_author_name":"Mohammed Jameel","raw_affiliation_strings":["Department of Mathematics, Faculty of Education, Humanities and Applied Sciences (Khawlan), Sana'a University, Sana\u2019a, Yemen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Education, Humanities and Applied Sciences (Khawlan), Sana'a University, Sana\u2019a, Yemen","institution_ids":["https://openalex.org/I170535673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139311141","display_name":"Ahmed R. El-Saeed","orcid":null},"institutions":[{"id":"https://openalex.org/I240666556","display_name":"Imam Mohammad ibn Saud Islamic University","ror":"https://ror.org/05gxjyb39","country_code":"SA","type":"education","lineage":["https://openalex.org/I240666556"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmed R. El-Saeed","raw_affiliation_strings":["Department of Mathematics and Statistics, Faculty of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 11432, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Faculty of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 11432, Saudi Arabia","institution_ids":["https://openalex.org/I240666556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030170070","display_name":"Anis Elgabli","orcid":"https://orcid.org/0000-0001-5012-2370"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Anis Elgabli","raw_affiliation_strings":["Department of Industrial and Systems Engineering, King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128807572","display_name":"Ibrahim Al-Shourbaji","orcid":null},"institutions":[{"id":"https://openalex.org/I91450128","display_name":"Jazan University","ror":"https://ror.org/02bjnq803","country_code":"SA","type":"education","lineage":["https://openalex.org/I91450128"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ibrahim Al-Shourbaji","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Jazan University, 45142, Jazan, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Jazan University, 45142, Jazan, Saudi Arabia","institution_ids":["https://openalex.org/I91450128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046664222","display_name":"Pramod Kachare","orcid":"https://orcid.org/0000-0002-8638-7044"},"institutions":[{"id":"https://openalex.org/I4210129773","display_name":"Institute of Engineering","ror":"https://ror.org/03ny67e60","country_code":"NP","type":"education","lineage":["https://openalex.org/I155028946","https://openalex.org/I4210129773"]}],"countries":["NP"],"is_corresponding":false,"raw_author_name":"Pramod H. Kachare","raw_affiliation_strings":["Department of Computer Science & Engineering, Ramrao Adik Institute of Technology, Navi Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Ramrao Adik Institute of Technology, Navi Mumbai, India","institution_ids":["https://openalex.org/I4210129773"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068555962","display_name":"Mohamed Abouhawwash","orcid":"https://orcid.org/0000-0003-2846-4707"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohamed Abouhawwash","raw_affiliation_strings":["Department of Industrial and Systems Engineering, King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia","Interdisciplinary Research Center of Smart Mobility and Logistics (IRC-SML), King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]},{"raw_affiliation_string":"Interdisciplinary Research Center of Smart Mobility and Logistics (IRC-SML), King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053213515"],"corresponding_institution_ids":["https://openalex.org/I170535673"],"apc_list":{"value":3710,"currency":"USD","value_usd":3710},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.66726912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"163","issue":null,"first_page":"110465","last_page":"110465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.34470000863075256,"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":0.34470000863075256,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.06350000202655792,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.06270000338554382,"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/metaheuristic","display_name":"Metaheuristic","score":0.6298999786376953},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5986999869346619},{"id":"https://openalex.org/keywords/ball","display_name":"Ball (mathematics)","score":0.3783000111579895},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.3093999922275543},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.2736000120639801}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6298999786376953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.612500011920929},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5986999869346619},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5077999830245972},{"id":"https://openalex.org/C122041747","wikidata":"https://www.wikidata.org/wiki/Q838611","display_name":"Ball (mathematics)","level":2,"score":0.3783000111579895},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3553999960422516},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.2736000120639801},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2685000002384186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.cnsns.2026.110465","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cnsns.2026.110465","pdf_url":null,"source":{"id":"https://openalex.org/S39612629","display_name":"Communications in Nonlinear Science and Numerical Simulation","issn_l":"1007-5704","issn":["1007-5704","1878-7274"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Nonlinear Science and Numerical Simulation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4032020951","display_name":null,"funder_award_id":"IMSIU-DDRSP2603","funder_id":"https://openalex.org/F2666706692","funder_display_name":"Deanship of Scientific Research, Imam Mohammed Ibn Saud Islamic University"}],"funders":[{"id":"https://openalex.org/F2666706692","display_name":"Deanship of Scientific Research, Imam Mohammed Ibn Saud Islamic University","ror":null},{"id":"https://openalex.org/F4320321420","display_name":"Imam Mohammed Ibn Saud Islamic University","ror":"https://ror.org/05gxjyb39"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W414544266","https://openalex.org/W883434633","https://openalex.org/W1988720110","https://openalex.org/W1991083751","https://openalex.org/W1999284878","https://openalex.org/W2061438946","https://openalex.org/W2072955302","https://openalex.org/W2090744180","https://openalex.org/W2138537392","https://openalex.org/W2172270145","https://openalex.org/W2232317135","https://openalex.org/W2306115793","https://openalex.org/W2487736444","https://openalex.org/W2508671486","https://openalex.org/W2758709835","https://openalex.org/W2830592823","https://openalex.org/W2914717758","https://openalex.org/W2919979744","https://openalex.org/W2943857514","https://openalex.org/W2962182762","https://openalex.org/W2985845430","https://openalex.org/W3007040893","https://openalex.org/W3012087746","https://openalex.org/W3014815639","https://openalex.org/W3015290284","https://openalex.org/W3034889619","https://openalex.org/W3038102268","https://openalex.org/W3040810095","https://openalex.org/W3091801901","https://openalex.org/W3102744735","https://openalex.org/W3119051141","https://openalex.org/W3154719286","https://openalex.org/W3199541090","https://openalex.org/W3212797097","https://openalex.org/W4224258320","https://openalex.org/W4230167402","https://openalex.org/W4250503569","https://openalex.org/W4285801387","https://openalex.org/W4292083457","https://openalex.org/W4295409151","https://openalex.org/W4308222718","https://openalex.org/W4313479115","https://openalex.org/W4318483587","https://openalex.org/W4318694123","https://openalex.org/W4323922821","https://openalex.org/W4362724099","https://openalex.org/W4366992054","https://openalex.org/W4383704099","https://openalex.org/W4387731484","https://openalex.org/W4389636822","https://openalex.org/W4393115836","https://openalex.org/W4396623743","https://openalex.org/W4400802642","https://openalex.org/W4400844177","https://openalex.org/W4402283920","https://openalex.org/W4402334218","https://openalex.org/W4406080942","https://openalex.org/W4406113379","https://openalex.org/W4407631565","https://openalex.org/W4409571909","https://openalex.org/W4412652978","https://openalex.org/W4415272550","https://openalex.org/W7083581949","https://openalex.org/W7133201248","https://openalex.org/W7135091109","https://openalex.org/W7139993371","https://openalex.org/W7147698470"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-06-26T00:00:00"}