{"id":"https://openalex.org/W4313432444","doi":"https://doi.org/10.1007/s11235-022-00970-7","title":"An improved parallel processing-based strawberry optimization algorithm for drone placement","display_name":"An improved parallel processing-based strawberry optimization algorithm for drone placement","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4313432444","doi":"https://doi.org/10.1007/s11235-022-00970-7"},"language":"en","primary_location":{"id":"doi:10.1007/s11235-022-00970-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11235-022-00970-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11235-022-00970-7.pdf","source":{"id":"https://openalex.org/S145894672","display_name":"Telecommunication Systems","issn_l":"1018-4864","issn":["1018-4864","1572-9451"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Telecommunication Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11235-022-00970-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043527366","display_name":"Tamer Ahmed Farrag","orcid":"https://orcid.org/0000-0003-1976-138X"},"institutions":[{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Tamer Ahmed Farrag","raw_affiliation_strings":["Department of Computer Engineering, MISR Higher Institute for Engineering and Technology, Mansoura, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-1976-138X","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, MISR Higher Institute for Engineering and Technology, Mansoura, Egypt","institution_ids":["https://openalex.org/I4210134598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055155194","display_name":"M. A. Farag","orcid":"https://orcid.org/0000-0001-6322-4771"},"institutions":[{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]},{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"M. A. Farag","raw_affiliation_strings":["Department of Basic Engineering Science, Faculty of Engineering, Menoufia University, Shebin El-Kom, Egypt","Scientific Research Group in Egypt (SRGE), Giza, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-6322-4771","affiliations":[{"raw_affiliation_string":"Department of Basic Engineering Science, Faculty of Engineering, Menoufia University, Shebin El-Kom, Egypt","institution_ids":["https://openalex.org/I63601056"]},{"raw_affiliation_string":"Scientific Research Group in Egypt (SRGE), Giza, Egypt","institution_ids":["https://openalex.org/I4210134598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015767236","display_name":"Rizk M. Rizk\u2010Allah","orcid":"https://orcid.org/0000-0002-1553-0130"},"institutions":[{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]},{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Rizk M. Rizk-Allah","raw_affiliation_strings":["Department of Basic Engineering Science, Faculty of Engineering, Menoufia University, Shebin El-Kom, Egypt","Scientific Research Group in Egypt (SRGE), Giza, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-1553-0130","affiliations":[{"raw_affiliation_string":"Department of Basic Engineering Science, Faculty of Engineering, Menoufia University, Shebin El-Kom, Egypt","institution_ids":["https://openalex.org/I63601056"]},{"raw_affiliation_string":"Scientific Research Group in Egypt (SRGE), Giza, Egypt","institution_ids":["https://openalex.org/I4210134598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085432173","display_name":"Aboul Ella Hassanien","orcid":"https://orcid.org/0000-0002-9989-6681"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]},{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Aboul Ella Hassanien","raw_affiliation_strings":["Faculty of Computers and Artificial Intelligence, Cairo University, Giza, Egypt","Scientific Research Group in Egypt (SRGE), Giza, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-9989-6681","affiliations":[{"raw_affiliation_string":"Faculty of Computers and Artificial Intelligence, Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]},{"raw_affiliation_string":"Scientific Research Group in Egypt (SRGE), Giza, Egypt","institution_ids":["https://openalex.org/I4210134598"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028898335","display_name":"Mostafa A. Elhosseini","orcid":"https://orcid.org/0000-0002-1259-6193"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]},{"id":"https://openalex.org/I23075662","display_name":"Taibah University","ror":"https://ror.org/01xv1nn60","country_code":"SA","type":"education","lineage":["https://openalex.org/I23075662"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Mostafa A. Elhosseini","raw_affiliation_strings":["College of Computer Science and Engineering, Taibah University, Yanbu, Saudi Arabia","Computers and Control Systems Engineering Department, Faculty of Engineering, Mansoura University, Mansoura, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-1259-6193","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Taibah University, Yanbu, Saudi Arabia","institution_ids":["https://openalex.org/I23075662"]},{"raw_affiliation_string":"Computers and Control Systems Engineering Department, Faculty of Engineering, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085432173"],"corresponding_institution_ids":["https://openalex.org/I145487455","https://openalex.org/I4210134598"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":{"value":2190,"currency":"EUR","value_usd":2790},"fwci":3.1873,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93394409,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"82","issue":"2","first_page":"245","last_page":"275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11133","display_name":"UAV Applications and Optimization","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12546","display_name":"Smart Parking Systems Research","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/drone","display_name":"Drone","score":0.9249595403671265},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8297356367111206},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6018417477607727},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5240083932876587},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4924794137477875},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44132405519485474},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4310775101184845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2196999192237854},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09946146607398987}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.9249595403671265},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8297356367111206},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6018417477607727},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5240083932876587},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4924794137477875},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44132405519485474},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4310775101184845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2196999192237854},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09946146607398987},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11235-022-00970-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11235-022-00970-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11235-022-00970-7.pdf","source":{"id":"https://openalex.org/S145894672","display_name":"Telecommunication Systems","issn_l":"1018-4864","issn":["1018-4864","1572-9451"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Telecommunication Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:telsys:v:82:y:2023:i:2:d:10.1007_s11235-022-00970-7","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11235-022-00970-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s11235-022-00970-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11235-022-00970-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11235-022-00970-7.pdf","source":{"id":"https://openalex.org/S145894672","display_name":"Telecommunication Systems","issn_l":"1018-4864","issn":["1018-4864","1572-9451"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Telecommunication Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321148","display_name":"Cairo University","ror":"https://ror.org/03q21mh05"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313432444.pdf","grobid_xml":"https://content.openalex.org/works/W4313432444.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W2150794496","https://openalex.org/W2158126933","https://openalex.org/W2317744239","https://openalex.org/W2611110772","https://openalex.org/W2784157522","https://openalex.org/W2792795540","https://openalex.org/W2796679024","https://openalex.org/W2801457374","https://openalex.org/W2896596198","https://openalex.org/W2930433535","https://openalex.org/W2940244606","https://openalex.org/W2943528219","https://openalex.org/W2944428956","https://openalex.org/W2950682655","https://openalex.org/W2952060029","https://openalex.org/W2962763157","https://openalex.org/W2963852564","https://openalex.org/W2969213840","https://openalex.org/W2977846280","https://openalex.org/W2990088730","https://openalex.org/W2990908872","https://openalex.org/W2997446203","https://openalex.org/W3000833661","https://openalex.org/W3003661930","https://openalex.org/W3004554376","https://openalex.org/W3012500369","https://openalex.org/W3020581315","https://openalex.org/W3021856285","https://openalex.org/W3023786937","https://openalex.org/W3024312824","https://openalex.org/W3040049527","https://openalex.org/W3040290325","https://openalex.org/W3043170448","https://openalex.org/W3081307321","https://openalex.org/W3092093697","https://openalex.org/W3106006733","https://openalex.org/W3189385847","https://openalex.org/W4210817116","https://openalex.org/W4211156622","https://openalex.org/W4401518616"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W2059768187","https://openalex.org/W4247925126","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4327774218","https://openalex.org/W3206445629","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W4379143281"],"abstract_inverted_index":{"Abstract":[0],"It":[1],"is":[2,52,69,167,255],"challenging":[3],"to":[4,12,23,32,38,61,79,101,197],"place":[5],"drones":[6,22,116],"in":[7,41,45,75,169,193,224,241],"the":[8,19,50,91,99,113,144,170,178,186,225,234,238,250,258,261,265],"best":[9,239],"possible":[10],"locations":[11],"monitor":[13],"all":[14,253],"sensor":[15],"targets":[16],"while":[17],"keeping":[18],"number":[20,226,244],"of":[21,115,146,202,227,245,252,260,267,282],"a":[24,53,103,147,242],"minimum.":[25],"Strawberry":[26,268,274],"optimization":[27,121,166,174,221,269],"(SBA)":[28],"has":[29,57,97,134,141],"been":[30,59,110,124,135],"demonstrated":[31],"be":[33],"more":[34],"effective":[35],"and":[36,86,218,230],"superior":[37],"current":[39],"methods":[40],"evaluating":[42],"engineering":[43,47],"functions":[44],"various":[46],"problems.":[48,88],"Because":[49],"SBA":[51,68],"new":[54],"method,":[55],"it":[56],"never":[58],"used":[60],"solve":[62,177],"problems":[63,207],"involving":[64],"optimal":[65],"drone":[66,73,152,160,179],"placement.":[67],"preferred":[70],"for":[71,83,117,150,279],"optimizing":[72],"placement":[74,161,180],"this":[76],"study":[77,96,140],"due":[78],"its":[80],"promising":[81],"results":[82],"nonlinear,":[84],"mixed,":[85],"multimodal":[87],"Based":[89],"on":[90,112,164,277],"references":[92],"listed":[93],"below,":[94],"no":[95,120,139],"investigated":[98],"need":[100],"develop":[102],"parallelized":[104],"strategy":[105],"version.":[106],"Several":[107],"studies":[108],"have":[109,123],"conducted":[111],"use":[114],"coverage.":[118],"However,":[119],"algorithms":[122,216,222,254,270],"evaluated":[125],"regarding":[126],"time":[127],"complexity":[128],"or":[129],"execution":[130],"time.":[131,232],"Despite":[132],"what":[133],"said":[136],"thus":[137],"far,":[138],"looked":[142],"into":[143],"significance":[145],"systematic":[148],"framework":[149],"assessing":[151],"coverage":[153],"techniques":[154],"using":[155],"test":[156,189],"suits.":[157],"An":[158],"optimized":[159],"algorithm":[162,175],"based":[163],"strawberry":[165,173,212],"presented":[168],"paper.":[171],"The":[172,199],"will":[176],"problem":[181],"through":[182],"parallelization.":[183],"In":[184,247],"addition,":[185],"authors":[187],"deploy":[188],"suits":[190],"that":[191,211],"vary":[192],"size":[194,259],"from":[195],"small":[196],"large.":[198],"dataset":[200],"consists":[201],"four":[203],"categories":[204],"with":[205],"three":[206],"each.":[208],"Results":[209],"indicate":[210],"optimizers":[213],"outperform":[214],"Genetic":[215],"(GA)":[217],"particle":[219],"swarm":[220],"(PSO)":[223],"drones,":[228],"convergence,":[229],"computation":[231],"Furthermore,":[233],"proposed":[235],"approach":[236],"achieves":[237],"solution":[240],"finite":[243],"steps.":[246],"small-scale":[248],"problems,":[249],"performance":[251],"convergent.":[256],"As":[257],"data":[262],"set":[263],"increases,":[264],"superiority":[266],"becomes":[271],"evident.":[272],"Overall,":[273],"comes":[275],"out":[276,281],"top":[278],"eleven":[280],"twelve":[283],"comparisons.":[284]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}