On approximation algorithms of k -connected m -dominating sets in disk graphs
Connected Dominating Set (CDS) has been proposed as the virtual backbone to alleviate the broadcasting storm in wireless ad hoc networks. Most recent research has extensively focused on the construction of 1-Connected 1-Dominating Set (1-CDS) in homogeneous networks. However, the nodes in the CDS ne...
Saved in:
| Published in | Theoretical computer science Vol. 385; no. 1; pp. 49 - 59 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Amsterdam
Elsevier B.V
15.10.2007
Elsevier |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0304-3975 1879-2294 |
| DOI | 10.1016/j.tcs.2007.05.025 |
Cover
| Abstract | Connected Dominating Set (CDS) has been proposed as the virtual backbone to alleviate the broadcasting storm in wireless ad hoc networks. Most recent research has extensively focused on the construction of 1-Connected 1-Dominating Set (1-CDS) in homogeneous networks. However, the nodes in the CDS need to carry other node’s traffic and nodes in wireless networks are subject to failure. Therefore, it is desirable to construct a fault tolerant CDS. In this paper, we study a general fault tolerant CDS problem, called
k
-Connected
m
-Dominating Set (
k
-
m
-CDS), in heterogeneous networks. We first present two approximation algorithms for 1-
m
-CDS and
k
-
k
-CDS problems. Using disk graphs to model heterogeneous networks, we show that our algorithms have a constant approximation ratio. Based on these two algorithms, we further develop a general algorithm for
k
-
m
-CDS. We also provide an interesting analysis for a special case of
k
-
m
-CDS, where
k
=
m
+
1
. |
|---|---|
| AbstractList | Connected Dominating Set (CDS) has been proposed as the virtual backbone to alleviate the broadcasting storm in wireless ad hoc networks. Most recent research has extensively focused on the construction of 1-Connected 1-Dominating Set (1-CDS) in homogeneous networks. However, the nodes in the CDS need to carry other node’s traffic and nodes in wireless networks are subject to failure. Therefore, it is desirable to construct a fault tolerant CDS. In this paper, we study a general fault tolerant CDS problem, called
k
-Connected
m
-Dominating Set (
k
-
m
-CDS), in heterogeneous networks. We first present two approximation algorithms for 1-
m
-CDS and
k
-
k
-CDS problems. Using disk graphs to model heterogeneous networks, we show that our algorithms have a constant approximation ratio. Based on these two algorithms, we further develop a general algorithm for
k
-
m
-CDS. We also provide an interesting analysis for a special case of
k
-
m
-CDS, where
k
=
m
+
1
. |
| Author | Tiwari, Ravi Xu, Xiaochun Thai, My T. Zhang, Ning |
| Author_xml | – sequence: 1 givenname: My T. surname: Thai fullname: Thai, My T. email: mythai@cise.ufl.edu – sequence: 2 givenname: Ning surname: Zhang fullname: Zhang, Ning email: nzhang@cise.ufl.edu – sequence: 3 givenname: Ravi surname: Tiwari fullname: Tiwari, Ravi email: rtiwari@cise.ufl.edu – sequence: 4 givenname: Xiaochun surname: Xu fullname: Xu, Xiaochun email: xxu@cise.ufl.edu |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=19121730$$DView record in Pascal Francis |
| BookMark | eNp9kE1LAzEQhoNUsK3-AG-5eNx1sh9JF09S_IJKL3oO2STbpt1NliSI_ntTKx48dC7DwPsMvM8MTayzGqFrAjkBQm93eZQhLwBYDnUORX2GpmTBmqwommqCplBClZUNqy_QLIQdpKkZnaLXtcViHL37NIOIxqWr3zhv4nYI2HV4jzPprNUyaoUHnCk3GJuCdoODjgEbi5UJe7zxYtyGS3TeiT7oq989R--PD2_L52y1fnpZ3q8yWRYsZrSjuiGiJQTalmkqG9VWZae0qGnbKrUgXSmoArpgFZVMCkFAN6IDqmirhCrn6Ob4dxRBir7zwkoT-OhTCf_FSUMKwkpIOXbMSe9C8Lrj0sSfmtEL03MC_GCP73iyxw_2ONQ82Usk-Uf-PT_B3B0Znap_GO15kEZbqZXxSSBXzpygvwEOU4t5 |
| CODEN | TCSCDI |
| CitedBy_id | crossref_primary_10_1007_s11590_012_0590_5 crossref_primary_10_14778_2428536_2428538 crossref_primary_10_1016_j_comcom_2012_10_005 crossref_primary_10_1109_TMC_2020_3048960 crossref_primary_10_1007_s11276_014_0819_6 crossref_primary_10_1016_j_physa_2010_03_005 crossref_primary_10_9766_KIMST_2012_15_6_770 crossref_primary_10_1007_s10878_013_9638_4 crossref_primary_10_1109_TKDE_2016_2638838 crossref_primary_10_1007_s11227_023_05180_9 crossref_primary_10_1016_j_tcs_2009_05_028 crossref_primary_10_1109_TPDS_2009_78 crossref_primary_10_1155_2021_5977781 crossref_primary_10_1007_s00224_017_9764_y crossref_primary_10_1007_s10878_010_9346_2 crossref_primary_10_1016_j_dam_2011_07_004 crossref_primary_10_1007_s10878_014_9720_6 crossref_primary_10_1016_j_cor_2021_105368 crossref_primary_10_1155_2013_258081 crossref_primary_10_1109_TNET_2016_2561901 crossref_primary_10_1109_TNET_2016_2607723 crossref_primary_10_1016_j_disc_2009_05_031 crossref_primary_10_1287_ijoc_2014_0619 crossref_primary_10_1016_j_jnca_2017_05_001 crossref_primary_10_1007_s00453_022_00935_x crossref_primary_10_1007_s11277_017_5185_0 crossref_primary_10_3390_s16081235 crossref_primary_10_1109_TMC_2008_22 crossref_primary_10_1109_TNET_2012_2227791 crossref_primary_10_1177_1550147717740267 crossref_primary_10_1109_TNET_2015_2475335 crossref_primary_10_1109_TNET_2017_2740328 crossref_primary_10_1109_TPDS_2008_74 crossref_primary_10_1016_j_pmcj_2008_09_007 crossref_primary_10_3724_SP_J_1016_2011_00087 crossref_primary_10_1007_s12652_021_03260_3 crossref_primary_10_1134_S1064226921130040 crossref_primary_10_1109_TNET_2017_2780262 crossref_primary_10_1016_j_jnca_2011_07_007 crossref_primary_10_1007_s00500_015_1822_2 crossref_primary_10_1007_s10878_023_00989_9 crossref_primary_10_1145_2699499 |
| Cites_doi | 10.1109/LCOMM.2006.1603363 10.1016/0012-365X(90)90358-O 10.1002/wcm.356 10.1002/net.10097 10.1109/JCN.2002.6596929 10.1109/TMC.2007.1034 10.1007/PL00009201 10.1145/1288107.1288111 |
| ContentType | Journal Article |
| Copyright | 2007 Elsevier Ltd 2008 INIST-CNRS |
| Copyright_xml | – notice: 2007 Elsevier Ltd – notice: 2008 INIST-CNRS |
| DBID | 6I. AAFTH AAYXX CITATION IQODW |
| DOI | 10.1016/j.tcs.2007.05.025 |
| DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef Pascal-Francis |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Mathematics Computer Science Applied Sciences |
| EISSN | 1879-2294 |
| EndPage | 59 |
| ExternalDocumentID | 19121730 10_1016_j_tcs_2007_05_025 S0304397507004549 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 123 1B1 1RT 1~. 1~5 29Q 4.4 457 4G. 5VS 6I. 7-5 71M 8P~ 9JN AABNK AACTN AAEDT AAEDW AAFTH AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXUO AAYFN ABAOU ABBOA ABEFU ABFNM ABJNI ABMAC ABTAH ABVKL ABXDB ABYKQ ACAZW ACDAQ ACGFS ACNNM ACRLP ACZNC ADBBV ADEZE ADMUD AEBSH AEKER AENEX AEXQZ AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD ARUGR ASPBG AVWKF AXJTR AZFZN BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q G8K GBLVA GBOLZ HVGLF HZ~ IHE IXB J1W KOM LG9 M26 M41 MHUIS MO0 N9A NCXOZ O-L O9- OAUVE OK1 OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SCC SDF SDG SES SEW SPC SPCBC SSV SSW SSZ T5K TAE TN5 WH7 WUQ XJT YNT ZMT ZY4 ~G- AATTM AAXKI AAYWO AAYXX ABDPE ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO ADVLN AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD AFXIZ AGCQF AGRNS BNPGV IQODW SSH |
| ID | FETCH-LOGICAL-c327t-6f6e91ab110bb7e6c9db43fdea56bbdd81f3a6d068746c7caa10e9af06d6bdad3 |
| IEDL.DBID | AIKHN |
| ISSN | 0304-3975 |
| IngestDate | Mon Jul 21 09:15:52 EDT 2025 Wed Oct 01 03:58:01 EDT 2025 Thu Apr 24 23:07:07 EDT 2025 Fri Feb 23 02:16:38 EST 2024 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Keywords | Fault tolerance Disk graphs Connected dominating set Virtual backbone Wireless ad hoc network Construction Approximation Dominating set Computer theory Node Traffic Research Approximation algorithm Failures Fault tolerant computing Network Broadcasting Disk Failure |
| Language | English |
| License | http://www.elsevier.com/open-access/userlicense/1.0 CC BY 4.0 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c327t-6f6e91ab110bb7e6c9db43fdea56bbdd81f3a6d068746c7caa10e9af06d6bdad3 |
| OpenAccessLink | https://www.sciencedirect.com/science/article/pii/S0304397507004549 |
| PageCount | 11 |
| ParticipantIDs | pascalfrancis_primary_19121730 crossref_citationtrail_10_1016_j_tcs_2007_05_025 crossref_primary_10_1016_j_tcs_2007_05_025 elsevier_sciencedirect_doi_10_1016_j_tcs_2007_05_025 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2007-10-15 |
| PublicationDateYYYYMMDD | 2007-10-15 |
| PublicationDate_xml | – month: 10 year: 2007 text: 2007-10-15 day: 15 |
| PublicationDecade | 2000 |
| PublicationPlace | Amsterdam |
| PublicationPlace_xml | – name: Amsterdam |
| PublicationTitle | Theoretical computer science |
| PublicationYear | 2007 |
| Publisher | Elsevier B.V Elsevier |
| Publisher_xml | – name: Elsevier B.V – name: Elsevier |
| References | S.-Y. Ni, Y.-C. Tseng, Y.-S. Chen, J.-P. Sheu, The broadcast storm problem in a mobile ad hoc network, in: Proceedings of MOBICOM, 1999 dominating set in wireless network, in: Parallel and Distributed Processing Symposium, 2005. Proceedings. 19th IEEE International, 2005 Cheng, Huang, Li, Wu, Du (b15) 2003; 42 Du, Thai, Li, Liu, Zhu (b12) 2006 F. Dai, J. Wu, On construction Guha, Khuller (b8) 1998; 20 Y. Li, S. Zhu, M.T. Thai, D.-Z. Du, Localized construction of connected dominating set in wireless networks, in: NSF International Workshop on Thoretical Aspects of Wireless Ad Hoc, Sensor and Peer-to-Peer Networks, 2004 connected B. Das, R. Sivakumar, V. Bharghavan, Routing in ad hoc networks using a spine, in: International Conference on Computers and Communication Networks, 1997 Li, Thai, Wang, Yi, Wang, Du (b10) 2005; 5 P.-J. Wan, K.M. Alzoubi, O. Frieder, Distributed construction on connected dominating set in wireless ad hoc networks, in: Proceedings of the Conference of the IEEE Communications Society, INFOCOM, 2002 Garey, Johnson (b1) 1979 M. Park, C. Wang, J. Willson, M.T. Thai, W. Wu, A. Farago, A dominating and absorbent set in wireless ad-hoc networks with different transmission range, in: Proceedings of the 8th ACM International Symposium on Mobile Ad Hoc Networking and Computing, MOBIHOC, 2007 Clark, Colbourn, Johnson (b2) 1990; 86 Thai, Wang, Liu, Zhu, Du (b5) 2007; 6 F. Wang, M.T. Thai, D.Z. Du, On the construction of 2-connected virtual backbone in wireless network, manuscript Thai, Du (b14) 2006; 10 10.1016/j.tcs.2007.05.025_b9 10.1016/j.tcs.2007.05.025_b7 Li (10.1016/j.tcs.2007.05.025_b10) 2005; 5 10.1016/j.tcs.2007.05.025_b6 10.1016/j.tcs.2007.05.025_b4 10.1016/j.tcs.2007.05.025_b3 Thai (10.1016/j.tcs.2007.05.025_b5) 2007; 6 Cheng (10.1016/j.tcs.2007.05.025_b15) 2003; 42 Du (10.1016/j.tcs.2007.05.025_b12) 2006 Clark (10.1016/j.tcs.2007.05.025_b2) 1990; 86 Thai (10.1016/j.tcs.2007.05.025_b14) 2006; 10 10.1016/j.tcs.2007.05.025_b11 Garey (10.1016/j.tcs.2007.05.025_b1) 1979 Guha (10.1016/j.tcs.2007.05.025_b8) 1998; 20 10.1016/j.tcs.2007.05.025_b13 |
| References_xml | – volume: 42 start-page: 202 year: 2003 end-page: 208 ident: b15 article-title: Polynomial-time approximation scheme for minimum connected dominating set in ad hoc wireless networks publication-title: Networks – reference: F. Dai, J. Wu, On construction – reference: P.-J. Wan, K.M. Alzoubi, O. Frieder, Distributed construction on connected dominating set in wireless ad hoc networks, in: Proceedings of the Conference of the IEEE Communications Society, INFOCOM, 2002 – volume: 20 start-page: 374 year: 1998 end-page: 387 ident: b8 article-title: Approximation algorithms for connected dominating sets publication-title: Algorithmica – reference: -dominating set in wireless network, in: Parallel and Distributed Processing Symposium, 2005. Proceedings. 19th IEEE International, 2005 – reference: Y. Li, S. Zhu, M.T. Thai, D.-Z. Du, Localized construction of connected dominating set in wireless networks, in: NSF International Workshop on Thoretical Aspects of Wireless Ad Hoc, Sensor and Peer-to-Peer Networks, 2004 – volume: 5 start-page: 927 year: 2005 end-page: 932 ident: b10 article-title: On greedy construction of connected dominating sets in wireless networks publication-title: Wireless Communications and Mobile Computing – reference: F. Wang, M.T. Thai, D.Z. Du, On the construction of 2-connected virtual backbone in wireless network, manuscript – year: 1979 ident: b1 article-title: Computers and Intractability. A Guide to the Theory of NP-Completeness – volume: 86 start-page: 165 year: 1990 end-page: 177 ident: b2 article-title: Unit disk graphs publication-title: Discrete Mathematics – volume: 10 start-page: 138 year: 2006 end-page: 140 ident: b14 article-title: Connected dominating sets in disk graphs with bidirectional links publication-title: IEEE Communications Letters – reference: -connected – year: 2006 ident: b12 article-title: Strongly connected dominating sets in wireless sensor networks with unidirectional links publication-title: Proceedings of APWEB – reference: M. Park, C. Wang, J. Willson, M.T. Thai, W. Wu, A. Farago, A dominating and absorbent set in wireless ad-hoc networks with different transmission range, in: Proceedings of the 8th ACM International Symposium on Mobile Ad Hoc Networking and Computing, MOBIHOC, 2007 – volume: 6 year: 2007 ident: b5 article-title: Connected dominating sets in wireless networks with different transmission ranges publication-title: IEEE Transactions on Mobile Computing – reference: S.-Y. Ni, Y.-C. Tseng, Y.-S. Chen, J.-P. Sheu, The broadcast storm problem in a mobile ad hoc network, in: Proceedings of MOBICOM, 1999 – reference: B. Das, R. Sivakumar, V. Bharghavan, Routing in ad hoc networks using a spine, in: International Conference on Computers and Communication Networks, 1997 – volume: 10 start-page: 138 issue: 3 year: 2006 ident: 10.1016/j.tcs.2007.05.025_b14 article-title: Connected dominating sets in disk graphs with bidirectional links publication-title: IEEE Communications Letters doi: 10.1109/LCOMM.2006.1603363 – volume: 86 start-page: 165 year: 1990 ident: 10.1016/j.tcs.2007.05.025_b2 article-title: Unit disk graphs publication-title: Discrete Mathematics doi: 10.1016/0012-365X(90)90358-O – volume: 5 start-page: 927 issue: 88 year: 2005 ident: 10.1016/j.tcs.2007.05.025_b10 article-title: On greedy construction of connected dominating sets in wireless networks publication-title: Wireless Communications and Mobile Computing doi: 10.1002/wcm.356 – ident: 10.1016/j.tcs.2007.05.025_b11 – volume: 42 start-page: 202 issue: 4 year: 2003 ident: 10.1016/j.tcs.2007.05.025_b15 article-title: Polynomial-time approximation scheme for minimum connected dominating set in ad hoc wireless networks publication-title: Networks doi: 10.1002/net.10097 – year: 1979 ident: 10.1016/j.tcs.2007.05.025_b1 – year: 2006 ident: 10.1016/j.tcs.2007.05.025_b12 article-title: Strongly connected dominating sets in wireless sensor networks with unidirectional links – ident: 10.1016/j.tcs.2007.05.025_b7 doi: 10.1109/JCN.2002.6596929 – volume: 6 issue: 7 year: 2007 ident: 10.1016/j.tcs.2007.05.025_b5 article-title: Connected dominating sets in wireless networks with different transmission ranges publication-title: IEEE Transactions on Mobile Computing doi: 10.1109/TMC.2007.1034 – ident: 10.1016/j.tcs.2007.05.025_b4 – ident: 10.1016/j.tcs.2007.05.025_b3 – volume: 20 start-page: 374 year: 1998 ident: 10.1016/j.tcs.2007.05.025_b8 article-title: Approximation algorithms for connected dominating sets publication-title: Algorithmica doi: 10.1007/PL00009201 – ident: 10.1016/j.tcs.2007.05.025_b13 doi: 10.1145/1288107.1288111 – ident: 10.1016/j.tcs.2007.05.025_b6 – ident: 10.1016/j.tcs.2007.05.025_b9 |
| SSID | ssj0000576 |
| Score | 2.1780043 |
| Snippet | Connected Dominating Set (CDS) has been proposed as the virtual backbone to alleviate the broadcasting storm in wireless ad hoc networks. Most recent research... |
| SourceID | pascalfrancis crossref elsevier |
| SourceType | Index Database Enrichment Source Publisher |
| StartPage | 49 |
| SubjectTerms | Algorithmics. Computability. Computer arithmetics Applied sciences Computer science; control theory; systems Computer systems performance. Reliability Connected dominating set Disk graphs Exact sciences and technology Fault tolerance Information retrieval. Graph Miscellaneous Software Theoretical computing Virtual backbone Wireless ad hoc network |
| Title | On approximation algorithms of k -connected m -dominating sets in disk graphs |
| URI | https://dx.doi.org/10.1016/j.tcs.2007.05.025 |
| Volume | 385 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier Freedom Collection customDbUrl: eissn: 1879-2294 dateEnd: 20211012 omitProxy: true ssIdentifier: ssj0000576 issn: 0304-3975 databaseCode: ACRLP dateStart: 19950109 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection customDbUrl: eissn: 1879-2294 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0000576 issn: 0304-3975 databaseCode: .~1 dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier – providerCode: PRVESC databaseName: ScienceDirect Free and Delayed Access Journal customDbUrl: eissn: 1879-2294 dateEnd: 20211103 omitProxy: true ssIdentifier: ssj0000576 issn: 0304-3975 databaseCode: IXB dateStart: 19750601 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier – providerCode: PRVESC databaseName: ScienceDirect Freedom Collection Journals customDbUrl: eissn: 1879-2294 dateEnd: 20211012 omitProxy: true ssIdentifier: ssj0000576 issn: 0304-3975 databaseCode: AIKHN dateStart: 19950109 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier – providerCode: PRVLSH databaseName: Elsevier Journals customDbUrl: mediaType: online eissn: 1879-2294 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0000576 issn: 0304-3975 databaseCode: AKRWK dateStart: 19750601 isFulltext: true providerName: Library Specific Holdings |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1NT9tAEB1BcgEhWihVU0q0B05IJuuvXfsICBRaQQ8tUm7Wfrl1kzhRbCRO_PbO2usAEuLA0ZbXtmbWM887b-cBHHNtgpTTyGO5H3mR4sxLEcV6ofA1lVEoY9WwfG_Z-C76PoknG3DR7YWxtEoX-9uY3kRrd2bkrDlaFsXoly3qYTZFQNP0kUs3oY_5J0l60D-7_jG-fQrIMW9LlrYIgAO64mZD86pV5RoZxqfUCma_np52lqJCo-Wt2sWzFHT1EXYddiRn7evtwYYp9-FDp8tA3Ge6D9s3616s1Se4-VmSpnP4Q9FuUyRi9mexKuq_84oscjIlnrJsF4XYk8yJpxeWHWPZ0KQydUWKkuiimpKmtXV1AHdXl78vxp4TUfBUGPAafcBM6guJaV5KbphKNbog10bETEqtEz8PBdOUJTxiiishfGpSkVOmmdRCh5-hVy5K8wUIQh8rgMCNL4NIx4nEBBgyLRFBBYEM6ABoZ7tMuQ7jVuhilnVUsn8ZmtsqX_KMxhmaewAn6yHLtr3GWxdHnUOyF3Mkw_D_1rDhC-c9PSj18YcspF_fd99D2GoWei29Jf4GvXp1b44QodRyCJunj_7QzUM8up6c_weFl-WC |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV25TsQwEB1xFIAQN-LGBRVSWCdx7E2JEGg5FgpAoot8BcJCdkWCRMW3M87BISEK2shOohln5jnzPA9gTxgbxIIyj6c-85gW3IsRxXqh9A1VLFSRrli-l7x3y87uorsxOGrPwjhaZRP765heRevmSqexZmeUZZ1rV9TDbIqApuojF4_DJIsC4XZgB-9fPA8EJHXB0pUAcHhb2qxIXqUumjaG0QF1ctm_J6fZkSzQZGmtdfEtAZ0swFyDHMlh_XKLMGbzJZhvVRlI85EuwUz_sxNrsQz9q5xUfcPfsvqQIpFP98OXrHx4LsgwJQPiacd10Yg8yTPxzNBxYxwXmhS2LEiWE5MVA1I1ti5W4Pbk-Oao5zUSCp4OA1GiB7iNfakwySslLNexQQekxsqIK2VM109DyQ3lXcG4FlpKn9pYppQbrow04SpM5MPcrgFB4OPkD4T1VcBM1FWY_kJuFOKnIFABXQfa2i7RTX9xJ3PxlLREsscEze10L0VCowTNvQ77n1NGdXONvwaz1iHJjxWSYPD_a9rOD-d9PSj2cTsW0o3_3XcXpno3_Yvk4vTyfBOmq1--jugSbcFE-fJqtxGrlGqnWosfDEXlRg |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=On+approximation+algorithms+of+k-connected+m-dominating+sets+in+disk+graphs&rft.jtitle=Theoretical+computer+science&rft.au=THAI%2C+My+T&rft.au=NING+ZHANG&rft.au=TIWARI%2C+Ravi&rft.au=XIAOCHUN+XU&rft.date=2007-10-15&rft.pub=Elsevier&rft.issn=0304-3975&rft.volume=385&rft.issue=1-3&rft.spage=49&rft.epage=59&rft_id=info:doi/10.1016%2Fj.tcs.2007.05.025&rft.externalDBID=n%2Fa&rft.externalDocID=19121730 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0304-3975&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0304-3975&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0304-3975&client=summon |