{"id":"https://openalex.org/W4390235570","doi":"https://doi.org/10.3390/a17010009","title":"A Self-Adaptive Meta-Heuristic Algorithm Based on Success Rate and Differential Evolution for Improving the Performance of Ridesharing Systems with a Discount Guarantee","display_name":"A Self-Adaptive Meta-Heuristic Algorithm Based on Success Rate and Differential Evolution for Improving the Performance of Ridesharing Systems with a Discount Guarantee","publication_year":2023,"publication_date":"2023-12-25","ids":{"openalex":"https://openalex.org/W4390235570","doi":"https://doi.org/10.3390/a17010009"},"language":"en","primary_location":{"id":"doi:10.3390/a17010009","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a17010009","pdf_url":"https://www.mdpi.com/1999-4893/17/1/9/pdf?version=1703506539","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/17/1/9/pdf?version=1703506539","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030055185","display_name":"Fu-Shiung Hsieh","orcid":"https://orcid.org/0000-0003-0208-9937"},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Fu-Shiung Hsieh","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung 413310, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung 413310, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5030055185"],"corresponding_institution_ids":["https://openalex.org/I126145234"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.0321,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76031918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"17","issue":"1","first_page":"9","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12392","display_name":"Sharing Economy and Platforms","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7222129106521606},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5328156352043152},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.451095312833786},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.44670993089675903},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.44541269540786743},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.4354611933231354},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3871903717517853},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.22754409909248352},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.12852421402931213},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1183701753616333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11084917187690735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7222129106521606},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5328156352043152},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.451095312833786},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.44670993089675903},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.44541269540786743},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.4354611933231354},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3871903717517853},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22754409909248352},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.12852421402931213},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1183701753616333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11084917187690735},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a17010009","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a17010009","pdf_url":"https://www.mdpi.com/1999-4893/17/1/9/pdf?version=1703506539","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2ccc756a29cb47feac10a3a430c544e1","is_oa":true,"landing_page_url":"https://doaj.org/article/2ccc756a29cb47feac10a3a430c544e1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 17, Iss 1, p 9 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a17010009","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a17010009","pdf_url":"https://www.mdpi.com/1999-4893/17/1/9/pdf?version=1703506539","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390235570.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W28524336","https://openalex.org/W1508684207","https://openalex.org/W1523741643","https://openalex.org/W1595159159","https://openalex.org/W1925428099","https://openalex.org/W1999498864","https://openalex.org/W2018299061","https://openalex.org/W2031128290","https://openalex.org/W2034406377","https://openalex.org/W2099655666","https://openalex.org/W2129724855","https://openalex.org/W2137340504","https://openalex.org/W2142183404","https://openalex.org/W2145479420","https://openalex.org/W2147637302","https://openalex.org/W2163599294","https://openalex.org/W2320438893","https://openalex.org/W2775287056","https://openalex.org/W2890613480","https://openalex.org/W2917278327","https://openalex.org/W3007251217","https://openalex.org/W3092591039","https://openalex.org/W3094704314","https://openalex.org/W3115654328","https://openalex.org/W3118768097","https://openalex.org/W3197810030","https://openalex.org/W3200955720","https://openalex.org/W3206399194","https://openalex.org/W4205129187","https://openalex.org/W4214809763","https://openalex.org/W4281784934","https://openalex.org/W4297151307","https://openalex.org/W4362698639","https://openalex.org/W6601165821","https://openalex.org/W6631478494","https://openalex.org/W6638682738","https://openalex.org/W6679370151","https://openalex.org/W6682642761"],"related_works":["https://openalex.org/W2367468089","https://openalex.org/W2098133976","https://openalex.org/W2358591856","https://openalex.org/W2347416728","https://openalex.org/W2215702767","https://openalex.org/W4317371977","https://openalex.org/W2468219149","https://openalex.org/W2567150521","https://openalex.org/W2035908454","https://openalex.org/W1994782139"],"abstract_inverted_index":{"One":[0],"of":[1,7,23,29,60,95,131,172,206,213],"the":[2,27,57,83,93,129,132,164,173,178,197,219],"most":[3],"significant":[4],"financial":[5,58],"benefits":[6],"a":[8,21,71,78,90,113,139,151,233],"shared":[9,33],"mobility":[10,34],"mode":[11,80],"such":[12],"as":[13],"ridesharing":[14,72,79,97,109,134],"is":[15,63,87,125],"cost":[16,30,48,61,85],"savings.":[17],"For":[18],"this":[19,121,191,214],"reason,":[20],"lot":[22],"studies":[24],"focus":[25],"on":[26,157],"maximization":[28],"savings":[31,37,49,62,86],"in":[32,204],"systems.":[35,135],"Cost":[36],"provide":[38,102],"an":[39,103,123,145],"incentive":[40,104],"for":[41,105,116,163,190],"riders":[42,55,68,74,106],"to":[43,54,66,69,101,107,127,230,232],"adopt":[44],"ridesharing.":[45],"However,":[46],"if":[47,82,239],"are":[50,216,227],"not":[51,64,76],"properly":[52],"allocated":[53],"or":[56],"benefit":[59],"sufficient":[65],"attract":[67],"use":[70],"mode,":[73],"will":[75],"accept":[77,108],"even":[81],"overall":[84],"significant.":[88],"In":[89,120],"recent":[91],"study,":[92,122],"concept":[94],"discount-guaranteed":[96,133],"has":[98],"been":[99],"proposed":[100,126,174,183,198],"services":[110],"through":[111],"ensuring":[112],"minimal":[114],"discount":[115],"drivers":[117],"and":[118,160,208],"passengers.":[119],"algorithm":[124,155,175,184,199],"improve":[128],"performance":[130,207],"Our":[136],"approach":[137],"combines":[138],"success":[140,158],"rate-based":[141],"self-adaptation":[142],"scheme":[143],"with":[144,185,218],"evolutionary":[146],"computation":[147],"approach.":[148],"We":[149,169],"propose":[150],"new":[152],"self-adaptive":[153],"metaheuristic":[154],"based":[156],"rate":[159],"differential":[161],"evolution":[162],"Discount-Guaranteed":[165],"Ridesharing":[166],"Problem":[167],"(DGRP).":[168],"illustrate":[170],"effectiveness":[171],"by":[176],"comparing":[177],"results":[179,194,212],"obtained":[180],"using":[181],"our":[182],"other":[186,201],"competitive":[187,202],"algorithms":[188,203],"developed":[189],"problem.":[192],"Preliminary":[193],"indicate":[195],"that":[196,222],"outperforms":[200],"terms":[205],"convergence":[209],"rate.":[210],"The":[211],"study":[215],"consistent":[217],"empirical":[220],"experience":[221],"two":[223],"people":[224],"working":[225,240],"together":[226],"more":[228],"likely":[229],"come":[231],"correct":[234],"decision":[235],"than":[236],"they":[237],"would":[238],"alone.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5}],"updated_date":"2026-02-28T09:26:25.869077","created_date":"2025-10-10T00:00:00"}
