Algorithmic Aspects in Information and Management: 16th International Conference, AAIM 2022, Guangzhou, China, August 13–14, 2022, Proceedings (Lecture Notes in Computer Science, 13513)

482 Pages·2022·17.696 MB·English

by  Qiufen Ni (editor), Weili Wu (editor)

Qiufen Ni
Weili Wu (Eds.)
Algorithmic Aspects
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1 in Information
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and Management
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16th International Conference, AAIM 2022
Guangzhou, China, August 13–14, 2022
Proceedings
Lecture Notes in Computer Science 13513
FoundingEditors
GerhardGoos
KarlsruheInstituteofTechnology,Karlsruhe,Germany
JurisHartmanis
CornellUniversity,Ithaca,NY,USA
EditorialBoardMembers
ElisaBertino
PurdueUniversity,WestLafayette,IN,USA
WenGao
PekingUniversity,Beijing,China
BernhardSteffen
TUDortmundUniversity,Dortmund,Germany
MotiYung
ColumbiaUniversity,NewYork,NY,USA
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558
·
Qiufen Ni Weili Wu (Eds.)
Algorithmic Aspects
in Information
and Management
16th International Conference, AAIM 2022
Guangzhou, China, August 13–14, 2022
Proceedings
Editors
QiufenNi WeiliWu
GuangdongUniversityofTechnology UniversityofTexasatDallas
Guangzhou,China Richardson,TX,USA
ISSN 0302-9743 ISSN 1611-3349 (electronic)
LectureNotesinComputerScience
ISBN 978-3-031-16080-6 ISBN 978-3-031-16081-3 (eBook)
https://doi.org/10.1007/978-3-031-16081-3
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Preface
The 16th International Conference on Algorithmic Aspects in Information and
Management (AAIM 2022), took place at Guangzhou, China, August 13–14, 2022.
TheconferencewasheldvirtuallyduetotheCOVID-19pandemic.
TheAAIMconferenceseries,whichstartedin2005inXi’an,China,aimstostimu-
latevariousfieldsforwhichalgorithmicshasbecomeacrucialenabler,andtostrengthen
thetiesofvariousresearchcommunitiesofalgorithmicsandapplications.AAIM2022
seekstoaddressemergingandimportantalgorithmicproblemsbyfocusingonthefunda-
mentalbackground,theoreticaltechnologicaldevelopment,andreal-worldapplications
associatedwithinformationandmanagementanalysis,modelinganddatamining.Spe-
cialconsiderationsaregiventoalgorithmicresearchthatwasmotivatedbyreal-world
applications. We received 59 submissions, out of which 41 papers were accepted for
publication.Eachsubmissionwasreviewedbyatleastthreereviewers.
We would like to thank the four keynote speakers, Hui Xiong (IEEE fellow,
a Distinguished Professor at Rutgers University, USA and a Distinguished Guest
Professor at the University of Science and Technology of China), Kui Ren (ACM
Fellow, IEEE Fellow, a Professor at Zhejiang University), Cong Tian (a Professor
at Xidian University), and Xiaoming Sun (Professor at the Institute of Computing
Technology,ChineseAcademyofSciences)fortheircontributionstotheconference.
WewouldliketoexpressourappreciationtoallmembersoftheProgramCommittee
andtheexternalrefereeswhoseeffortsenabledustoachieveahighscientificstandard
for the proceedings. We would also like to thank all members of the Organizing
Committee for their assistance and contribution which attributed to the success of
the conference. Particularly, we would like to thank Anna Kramer and her colleagues
at Springer for meticulously supporting us in the timely production of this volume.
Last but not least, our special thanks go to all the authors and participants for their
contributionstothesuccessofthisevent.
July2022 QiufenNi
WeiliWu
Organization
ProgramCommitteeChairs
QiufenNi GuangdongUniversityofTechnology,China
WeiliWu UniversityofTexasatDallas,USA
ProgramCommitteeMembers
WolfgangBein UniversityofNevada,USA
GruiaCalinescu IllinoisInstituteofTechnology,USA
XujinChen AcademyofMathematicsandSystemsScience,
ChineseAcademyofSciences,China
ZhizhongChen TokyoDenkiUniversity,Japan
BhaskarDasGupta UniversityofIllinoisatChicago,USA
XingjianDing BeijingUniversityofTechnology,Facultyof
InformationTechnology,China
HongweiDu HarbinInstituteofTechnology(Shenzhen),China
RudolfFleischer HeinrichHeineUniversityDusseldorf,Germany
ShuyangGu TexasA&MUniversity-CentralTexas,USA
JianxiongGuo BeijingNormalUniversity,AdvancedInstituteof
NaturalSciences,China
Sun-YuanHsieh NationalChengKungUniversity,China
LiyingKang ShanghaiUniversity,China
MichaelKhachay KrasovskyInstituteofMathematicsand
Mechanics,Russia
Chia-WeiLee NationalTaitungUniversity,ComputerScience
andInformationEngineering,Taitung,China
XianyueLi LanzhouUniversity,Lanzhou,China
XiaoLi UniversityofTexasatDallas,USA
ShengxinLiu HarbinInstituteofTechnology(Shenzhen),China
ChuanwenLuo BeijingForestryUniversity,Beijing,China
VietHungNguyen UniversityofClermont-Auvergne,France
GhoshSmita SantaClaraUniversity,USA
ZhiyiTan ZhejiangUniversity,China
WeitianTong GeorgiaSouthernUniversity,USA
WeiliWu UniversityofTexasatDallas,USA
YichengXu ShenzhenInstituteofAdvancedTechnology,
ChineseAcademyofSciences,China
BotingYang UniversityofRegina,Canada
viii Organization
RuiqiYang BeijingUniversityofTechnology,Beijing
InstituteforScientificandEngineering
Computing,China
NanZhang XidianUniversity,China
YapuZhang BeijingUniversityofTechnology,China
YongZhang ShenzhenInstituteofAdvancedTechnology,
ChineseAcademyofSciences,China
FayZhong CaliforniaStateUniversity,China
YuqingZhu CaliforniaStateUniversity,LosAngeles,USA
Reviewers
WolfgangBein UniversityofNevada,USA
GruiaCalinescu IllinoisInstituteofTechnology,USA
XujinChen AcademyofMathematicsandSystemsScience,
ChineseAcademyofSciences,China
SijiaDai ShenzhenInstituteofAdvancedTechnology,
ChineseAcademyofSciences,China
BhaskarDasGupta UniversityofIllinoisatChicago,USA
XingjianDing BeijingUniversityofTechnology,Facultyof
InformationTechnology,China
DingzhuDu UniversityofTexasatDallas,USA
HongweiDu HarbinInstituteofTechnology(Shenzhen),China
LimanDu UniversityofChineseAcademyofSciences,
China
GuichenGao ShenzhenInstituteofAdvancedTechnology,
ChineseAcademyofSciences,China
YupingGao LanzhouUniversity,China
ShuyangGu TexasA&MUniversity-CentralTexas,USA
JianxiongGuo BeijingNormalUniversity,AdvancedInstituteof
NaturalSciences,China
XinxinHan ShenzhenInstituteofAdvancedTechnology,
ChineseAcademyofSciences,China
YiHong BeijingForestryUniversity,China
Sun-YuanHsieh NationalChengKungUniversity,China
LiyingKang ShanghaiUniversity,China
MichaelKhachay KrasovskyInstituteofMathematicsand
Mechanics,Russia
Chia-WeiLee NationalTaitungUniversity,ComputerScience
andInformationEngineering,China
XianyueLi LanzhouUniversity,China
XiaoLi UniversityofTexasatDallas,USA
ShengxinLiu HarbinInstituteofTechnology(Shenzhen),China
ChuanwenLuo BeijingForestryUniversity,China
Organization ix
VietHungNguyen UniversityofClermont-Auvergne,France
QiufenNi GuangdongUniversityofTechnology,China
GhoshSmita SantaClaraUniversity,USA
ShaojieTang UniversityofTexasatDallas,USA
WeitianTong GeorgiaSouthernUniversity,USA
YongcaiWang RenminUniversityofChina,China
WeiliWu UniversityofTexasatDallas,USA
YichengXu ShenzhenInstituteofAdvancedTechnology,
ChineseAcademyofSciences,China
BotingYang UniversityofRegina,Canada
RuiqiYang BeijingUniversityofTechnology,Beijing
InstituteforScientificandEngineering
Computing,China
WenguoYang UniversityofChineseAcademyofSciences,
China
NanZhang XidianUniversity,China
YapuZhang BeijingUniversityofTechnology,China
YongZhang ShenzhenInstituteofAdvancedTechnology,
ChineseAcademyofSciences,Shenzhen,
China
FayZhong CaliforniaStateUniversity,USA
YuqingZhu CaliforniaStateUniversity,LosAngeles,USA
Contents
ApproximationAlgorithms
A Binary Search Double Greedy Algorithm for Non-monotone
DR-submodularMaximization .......................................... 3
ShuyangGu,ChuangenGao,andWeiliWu
AnApproximationAlgorithmfortheClusteredPathTravellingSalesman
Problem .............................................................. 15
JiaxuanZhang,SuogangGao,BoHou,andWenLiu
ImprovedApproximationAlgorithmfortheAsymmetricPrize-Collecting
TSP ................................................................. 28
BoHou,ZhenzhenPang,SuogangGao,andWenLiu
SchedulingProblemandGameTheory
ApproximationSchemeforSingle-MachineReschedulingwithJobDelay
andRejection ......................................................... 35
RuiqingSunandXiaofeiLiu
OnlineEarlyWorkMaximizationProblemonTwoHierarchicalMachines
withBufferorRearrangements .......................................... 46
ManXiao,XihuaBai,andWeidongLi
On-lineSingleMachineSchedulingwithReleaseDatesandSubmodular
RejectionPenalties .................................................... 55
XiaofeiLiu,YaoyuZhu,WeidongLi,andLeiMa
TheOptimalDynamicRationingPolicyintheStock-RationingQueue ........ 66
Quan-LinLi,Yi-MengLi,Jing-YuMa,andHeng-LiLiu
TheConstrainedParallel-MachineSchedulingProblemwithDivisible
ProcessingTimesandPenalties .......................................... 83
JianpingLi,RuntaoXie,JunranLichen,GuojunHu,PengxiangPan,
andPingYang
ObnoxiousFacilityLocationGameswithCandidateLocations ............... 96
LingGai,MengpeiLiang,andChenhaoWang