Shape optimization of multi-band antennas using the coupling between microgenetic algorithms and TLM method
This paper presents a new combination between transmission line matrix method (TLM) and microgenetic algorithm (µGA). This coupling is used to design patch shapes of microstrip and planar inverted—F antennas (PIFA) for broad‐band or multi‐band applications. Measured results of the µGA/TLM optimized...
Saved in:
| Published in | International journal of numerical modelling Vol. 17; no. 3; pp. 193 - 205 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Chichester, UK
John Wiley & Sons, Ltd
01.05.2004
Wiley |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0894-3370 1099-1204 |
| DOI | 10.1002/jnm.540 |
Cover
| Abstract | This paper presents a new combination between transmission line matrix method (TLM) and microgenetic algorithm (µGA). This coupling is used to design patch shapes of microstrip and planar inverted—F antennas (PIFA) for broad‐band or multi‐band applications. Measured results of the µGA/TLM optimized designs show good agreement with TLM simulation. Copyright © 2004 John Wiley & Sons, Ltd. |
|---|---|
| AbstractList | This paper presents a new combination between transmission line matrix method (TLM) and microgenetic algorithm (µGA). This coupling is used to design patch shapes of microstrip and planar inverted—F antennas (PIFA) for broad‐band or multi‐band applications. Measured results of the µGA/TLM optimized designs show good agreement with TLM simulation. This paper presents a new combination between transmission line matrix method (TLM) and microgenetic algorithm ( µ GA). This coupling is used to design patch shapes of microstrip and planar inverted—F antennas (PIFA) for broad‐band or multi‐band applications. Measured results of the µ GA/TLM optimized designs show good agreement with TLM simulation. Copyright © 2004 John Wiley & Sons, Ltd. This paper presents a new combination between transmission line matrix method (TLM) and microgenetic algorithm (µGA). This coupling is used to design patch shapes of microstrip and planar inverted—F antennas (PIFA) for broad‐band or multi‐band applications. Measured results of the µGA/TLM optimized designs show good agreement with TLM simulation. Copyright © 2004 John Wiley & Sons, Ltd. |
| Author | Staraj, R. Chu, H. S. Dubard, J. L. |
| Author_xml | – sequence: 1 givenname: H. S. surname: Chu fullname: Chu, H. S. email: hongson@elec.unice.fr organization: Laboratoire d'Electronique, Antennes et Télécommunications, Université de Nice-Sophia Antipolis/UMR-CNRS 6071, 250 rue Albert Einstein, Bât. 4, Les Lucioles 1, Valbonne 06560, France – sequence: 2 givenname: J. L. surname: Dubard fullname: Dubard, J. L. organization: Laboratoire d'Electronique, Antennes et Télécommunications, Université de Nice-Sophia Antipolis/UMR-CNRS 6071, 250 rue Albert Einstein, Bât. 4, Les Lucioles 1, Valbonne 06560, France – sequence: 3 givenname: R. surname: Staraj fullname: Staraj, R. organization: Laboratoire d'Electronique, Antennes et Télécommunications, Université de Nice-Sophia Antipolis/UMR-CNRS 6071, 250 rue Albert Einstein, Bât. 4, Les Lucioles 1, Valbonne 06560, France |
| BackLink | https://hal.science/hal-00982504$$DView record in HAL |
| BookMark | eNp10FFP2zAQB3BrKtJamPYV_IYQCtzZcZM8ograTSloGtMeLSdxGkNiV7ELdJ9-KQUeQDxZPv98Z_8nZGSd1YR8RzhDAHZ-Z7szEcMXMkbIsggZxCMyhjSLI84T-Eom3t8BAEfBxuT-d6PWmrp1MJ35p4Jxlrqadps2mKhQtqLKBm2t8nTjjV3R0Ghaus263W0KHR61trQzZe9W2upgSqraletNaDpPd_dv8yXtdGhcdUQOatV6_e1lPSR_ri5vZ4sov5n_mF3kUck5QhQXtYgFspgpVZRlknCGCYJIh8OsqrNpNlSnyBBrrKsiwSpF4ELwWmcVDD0Oycm-b6Naue5Np_qtdMrIxUUudzWALGUC4gccbLS3wwe873UtSxOeYwi9Mq1EkLtU5ZCqHFId_PE7_zrgozzdy0fT6u1nTP68Xu71yzuMD_rpTav-Xk4Tngj593ouf6WzebpkuZzx_9N0ls8 |
| CitedBy_id | crossref_primary_10_1002_jnm_775 crossref_primary_10_1002_jnm_1869 |
| Cites_doi | 10.1049/el:20020126 10.1002/1098-2760(20001005)27:1<58::AID-MOP16>3.0.CO;2-W 10.1049/ip-map:19971108 10.1109/22.925490 10.1002/mop.10350 10.1109/9780470546659 10.1049/el:20000131 10.1109/8.805906 10.1049/el:20001452 10.1109/LAWP.2002.805128 |
| ContentType | Journal Article |
| Copyright | Copyright © 2004 John Wiley & Sons, Ltd. Distributed under a Creative Commons Attribution 4.0 International License |
| Copyright_xml | – notice: Copyright © 2004 John Wiley & Sons, Ltd. – notice: Distributed under a Creative Commons Attribution 4.0 International License |
| DBID | BSCLL AAYXX CITATION 1XC |
| DOI | 10.1002/jnm.540 |
| DatabaseName | Istex CrossRef Hyper Article en Ligne (HAL) |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | CrossRef |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Mathematics |
| EISSN | 1099-1204 |
| EndPage | 205 |
| ExternalDocumentID | oai:HAL:hal-00982504v1 10_1002_jnm_540 JNM540 ark_67375_WNG_Q8CG8M2L_C |
| Genre | article |
| GrantInformation_xml | – fundername: Centre Informatique National de l'Enseignement Supérieur (CINES) |
| GroupedDBID | .3N .GA .Y3 05W 0R~ 10A 1L6 1OB 1OC 1ZS 31~ 33P 3SF 3WU 4.4 50Y 50Z 51W 51X 52M 52N 52O 52P 52S 52T 52U 52W 52X 5GY 5VS 66C 702 7PT 8-0 8-1 8-3 8-4 8-5 8UM 930 A03 AAESR AAEVG AAHQN AAMNL AANHP AANLZ AAONW AASGY AAXRX AAYCA AAZKR ABCQN ABCUV ABDBF ABEML ABIJN ABPVW ACAHQ ACBWZ ACCZN ACGFS ACIWK ACPOU ACRPL ACSCC ACUHS ACXBN ACXQS ACYXJ ADBBV ADEOM ADIZJ ADKYN ADMGS ADNMO ADOZA ADXAS ADZMN AEIGN AEIMD AEUYR AEYWJ AFBPY AFFPM AFGKR AFWVQ AFZJQ AGHNM AGQPQ AGYGG AHBTC AITYG AIURR AJXKR ALAGY ALMA_UNASSIGNED_HOLDINGS ALUQN ALVPJ AMBMR AMVHM AMYDB ASPBG ATUGU AUFTA AVWKF AZBYB AZFZN AZVAB BAFTC BDRZF BFHJK BHBCM BMNLL BMXJE BNHUX BROTX BRXPI BSCLL BY8 CS3 D-E D-F DCZOG DPXWK DR2 DRFUL DRSTM EBS EJD ESX F00 F01 F04 FEDTE G-S G.N GBZZK GNP GODZA H.T H.X HF~ HGLYW HHY HVGLF HZ~ I-F IX1 J0M JPC KQQ LATKE LAW LC2 LC3 LEEKS LH4 LITHE LOXES LP6 LP7 LUTES LW6 LYRES M6O MEWTI MK4 MRFUL MRSTM MSFUL MSSTM MXFUL MXSTM N04 N05 N9A NF~ NNB O66 O9- OIG P2P P2W P2X P4D PALCI PQQKQ Q.N Q11 QB0 QRW R.K RIWAO RJQFR ROL RX1 SAMSI SUPJJ TUS UB1 V2E W8V W99 WBKPD WIB WIH WIK WLBEL WOHZO WQJ WXSBR WYISQ XG1 XPP XV2 ZY4 ZZTAW ~IA ~WT AAHHS ABTAH ACCFJ ADZOD AEEZP AEQDE AEUQT AFPWT AIWBW AJBDE RWI RWS WRC AAYXX CITATION 1XC |
| ID | FETCH-LOGICAL-c3310-4bf5451242aabcc77321710583109df969bcc61211f1fdb71d8103553fe9d0c33 |
| IEDL.DBID | DR2 |
| ISSN | 0894-3370 |
| IngestDate | Tue Oct 14 20:41:46 EDT 2025 Wed Oct 01 04:51:34 EDT 2025 Thu Apr 24 23:12:35 EDT 2025 Wed Jan 22 16:15:58 EST 2025 Sun Sep 21 06:17:54 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 3 |
| Keywords | microstrip antenna genetic algorithms TLM method PIFA antenna |
| Language | English |
| License | http://onlinelibrary.wiley.com/termsAndConditions#vor Distributed under a Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c3310-4bf5451242aabcc77321710583109df969bcc61211f1fdb71d8103553fe9d0c33 |
| Notes | ark:/67375/WNG-Q8CG8M2L-C Centre Informatique National de l'Enseignement Supérieur (CINES) istex:0EA83FF2A1901B2B8DEBCC10F9179703833DFE12 ArticleID:JNM540 |
| PageCount | 13 |
| ParticipantIDs | hal_primary_oai_HAL_hal_00982504v1 crossref_citationtrail_10_1002_jnm_540 crossref_primary_10_1002_jnm_540 wiley_primary_10_1002_jnm_540_JNM540 istex_primary_ark_67375_WNG_Q8CG8M2L_C |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2004-05 May/June 2004 2004-05-00 |
| PublicationDateYYYYMMDD | 2004-05-01 |
| PublicationDate_xml | – month: 05 year: 2004 text: 2004-05 |
| PublicationDecade | 2000 |
| PublicationPlace | Chichester, UK |
| PublicationPlace_xml | – name: Chichester, UK |
| PublicationTitle | International journal of numerical modelling |
| PublicationTitleAlternate | Int. J. Numer. Model |
| PublicationYear | 2004 |
| Publisher | John Wiley & Sons, Ltd Wiley |
| Publisher_xml | – name: John Wiley & Sons, Ltd – name: Wiley |
| References | Dou WP, Chia YMW. Novel meandered planar inverted-F antenna for triple-frequency operation. Microwave and Optical Technology Letters 2000; 27(1):58-60. Rahmat-Samii Y, Michielssen E. Electromagnetic optimization by genetic algorithms, Rahmat-Samii Y, Michielssen E (eds). Wiley: New York, 1999. Hsiao FR, Wong KL. Compact planar inverted-F patch antenna for triple-frequency operation. Microwave and Optical Technology Letters 2002; 33(6):459-462. Yu C, Wang B-Z, Xiao S. Optimum design for compact diversity wire antenna with two highly isolated ports. Electronics Letters 2002; 38:154-155. Herscovici N, Osorio MF, Peixeiro C. Miniaturization of rectangular microstrip patches using genetic algorithm. IEEE Antennas and Wireless Propagation Letters 2002; 1:94-97. Song CTP, Hall PS, Ghafouri-Shizaz H, Wake D. Triple band planar inverted F antennas for handheld devices. Electronics Letters 2000; 36:112-114. Johnson JM, Rahmat-Samii Y. (GA/MOM) for the design of integrated antennas. IEEE Transactions on Antennas and Propagations 1999; 47:1606-1614. Choo H, Hutani A, Trintinalia LC, Ling H. Shape optimisation of broadband microstrip antennas using genetic algorithm. Electronics Letters 2000; 36:2057-2508. Christopoulos C. The Transmission-line Modelling Method: TLM. IEEE Press: New York, 1995. Dubard JL, Pompei D. Simulation of Berenger's perfectly matched layer with a modified TLM node. IEE Proceedings Microwaves, Antennas and Propagation 1997; 144(3):205-207. Chakravarty S, Mittra R, Williams NR. On the application of the Microgenetic Algorithm to the design of broad-band microwave absorbers comprising frequency-selective surfaces embedded in multilayered dielectric media. IEEE Transactions on Microwave Theory and Techniques 2001; 49:1050-1059. 2002; 38 1996; XVIII 2000; 27 2000; 36 2001 1997; 144 1999; 47 2002; 33 2002; 1 1995 2001; 49 2002 1999 Rahmat‐Samii Y (e_1_2_1_2_2) 1999 Carroll DL (e_1_2_1_10_2) 1996 e_1_2_1_6_2 e_1_2_1_7_2 e_1_2_1_4_2 e_1_2_1_5_2 e_1_2_1_11_2 e_1_2_1_3_2 e_1_2_1_12_2 e_1_2_1_15_2 e_1_2_1_16_2 e_1_2_1_13_2 e_1_2_1_14_2 e_1_2_1_8_2 e_1_2_1_9_2 |
| References_xml | – reference: Yu C, Wang B-Z, Xiao S. Optimum design for compact diversity wire antenna with two highly isolated ports. Electronics Letters 2002; 38:154-155. – reference: Christopoulos C. The Transmission-line Modelling Method: TLM. IEEE Press: New York, 1995. – reference: Dubard JL, Pompei D. Simulation of Berenger's perfectly matched layer with a modified TLM node. IEE Proceedings Microwaves, Antennas and Propagation 1997; 144(3):205-207. – reference: Herscovici N, Osorio MF, Peixeiro C. Miniaturization of rectangular microstrip patches using genetic algorithm. IEEE Antennas and Wireless Propagation Letters 2002; 1:94-97. – reference: Johnson JM, Rahmat-Samii Y. (GA/MOM) for the design of integrated antennas. IEEE Transactions on Antennas and Propagations 1999; 47:1606-1614. – reference: Dou WP, Chia YMW. Novel meandered planar inverted-F antenna for triple-frequency operation. Microwave and Optical Technology Letters 2000; 27(1):58-60. – reference: Chakravarty S, Mittra R, Williams NR. On the application of the Microgenetic Algorithm to the design of broad-band microwave absorbers comprising frequency-selective surfaces embedded in multilayered dielectric media. IEEE Transactions on Microwave Theory and Techniques 2001; 49:1050-1059. – reference: Song CTP, Hall PS, Ghafouri-Shizaz H, Wake D. Triple band planar inverted F antennas for handheld devices. Electronics Letters 2000; 36:112-114. – reference: Choo H, Hutani A, Trintinalia LC, Ling H. Shape optimisation of broadband microstrip antennas using genetic algorithm. Electronics Letters 2000; 36:2057-2508. – reference: Hsiao FR, Wong KL. Compact planar inverted-F patch antenna for triple-frequency operation. Microwave and Optical Technology Letters 2002; 33(6):459-462. – reference: Rahmat-Samii Y, Michielssen E. Electromagnetic optimization by genetic algorithms, Rahmat-Samii Y, Michielssen E (eds). Wiley: New York, 1999. – volume: 49 start-page: 1050 year: 2001 end-page: 1059 article-title: On the application of the Microgenetic Algorithm to the design of broad‐band microwave absorbers comprising frequency‐selective surfaces embedded in multilayered dielectric media publication-title: IEEE Transactions on Microwave Theory and Techniques – volume: 47 start-page: 1606 year: 1999 end-page: 1614 article-title: (GA/MOM) for the design of integrated antennas publication-title: IEEE Transactions on Antennas and Propagations – volume: 36 start-page: 2057 year: 2000 end-page: 2508 article-title: Shape optimisation of broadband microstrip antennas using genetic algorithm publication-title: Electronics Letters – year: 2002 – volume: 27 start-page: 58 issue: 1 year: 2000 end-page: 60 article-title: Novel meandered planar inverted‐F antenna for triple‐frequency operation publication-title: Microwave and Optical Technology Letters – year: 2001 – volume: 36 start-page: 112 year: 2000 end-page: 114 article-title: Triple band planar inverted F antennas for handheld devices publication-title: Electronics Letters – volume: 144 start-page: 205 issue: 3 year: 1997 end-page: 207 article-title: Simulation of Berenger's perfectly matched layer with a modified TLM node publication-title: IEE Proceedings Microwaves, Antennas and Propagation – year: 1995 – volume: 38 start-page: 154 year: 2002 end-page: 155 article-title: Optimum design for compact diversity wire antenna with two highly isolated ports publication-title: Electronics Letters – volume: 1 start-page: 94 year: 2002 end-page: 97 article-title: Miniaturization of rectangular microstrip patches using genetic algorithm publication-title: IEEE Antennas and Wireless Propagation Letters – volume: 33 start-page: 459 issue: 6 year: 2002 end-page: 462 article-title: Compact planar inverted‐F patch antenna for triple‐frequency operation publication-title: Microwave and Optical Technology Letters – volume: XVIII start-page: 411 year: 1996 end-page: 424 – year: 1999 – ident: e_1_2_1_7_2 – start-page: 411 volume-title: Developments in Theoretical and Applied Mechanics year: 1996 ident: e_1_2_1_10_2 – ident: e_1_2_1_5_2 doi: 10.1049/el:20020126 – ident: e_1_2_1_15_2 doi: 10.1002/1098-2760(20001005)27:1<58::AID-MOP16>3.0.CO;2-W – ident: e_1_2_1_13_2 doi: 10.1049/ip-map:19971108 – ident: e_1_2_1_8_2 – ident: e_1_2_1_11_2 doi: 10.1109/22.925490 – ident: e_1_2_1_16_2 doi: 10.1002/mop.10350 – ident: e_1_2_1_12_2 doi: 10.1109/9780470546659 – ident: e_1_2_1_14_2 doi: 10.1049/el:20000131 – ident: e_1_2_1_3_2 doi: 10.1109/8.805906 – volume-title: Electromagnetic optimization by genetic algorithms year: 1999 ident: e_1_2_1_2_2 – ident: e_1_2_1_4_2 doi: 10.1049/el:20001452 – ident: e_1_2_1_9_2 – ident: e_1_2_1_6_2 doi: 10.1109/LAWP.2002.805128 |
| SSID | ssj0003152 |
| Score | 1.6140445 |
| Snippet | This paper presents a new combination between transmission line matrix method (TLM) and microgenetic algorithm (µGA). This coupling is used to design patch... This paper presents a new combination between transmission line matrix method (TLM) and microgenetic algorithm ( µ GA). This coupling is used to design patch... |
| SourceID | hal crossref wiley istex |
| SourceType | Open Access Repository Enrichment Source Index Database Publisher |
| StartPage | 193 |
| SubjectTerms | Electromagnetism Engineering Sciences genetic algorithms microstrip antenna PIFA antenna TLM method |
| Title | Shape optimization of multi-band antennas using the coupling between microgenetic algorithms and TLM method |
| URI | https://api.istex.fr/ark:/67375/WNG-Q8CG8M2L-C/fulltext.pdf https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fjnm.540 https://hal.science/hal-00982504 |
| Volume | 17 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVEBS databaseName: EBSCOhost Academic Search Ultimate customDbUrl: https://search.ebscohost.com/login.aspx?authtype=ip,shib&custid=s3936755&profile=ehost&defaultdb=asn eissn: 1099-1204 dateEnd: 20241105 omitProxy: true ssIdentifier: ssj0003152 issn: 0894-3370 databaseCode: ABDBF dateStart: 19880301 isFulltext: true titleUrlDefault: https://search.ebscohost.com/direct.asp?db=asn providerName: EBSCOhost – providerCode: PRVEBS databaseName: Mathematics Source customDbUrl: eissn: 1099-1204 dateEnd: 20241105 omitProxy: false ssIdentifier: ssj0003152 issn: 0894-3370 databaseCode: AMVHM dateStart: 19880301 isFulltext: true titleUrlDefault: https://www.ebsco.com/products/research-databases/mathematics-source providerName: EBSCOhost – providerCode: PRVWIB databaseName: Wiley Online Library - Core collection (SURFmarket) issn: 0894-3370 databaseCode: DR2 dateStart: 19960101 customDbUrl: isFulltext: true eissn: 1099-1204 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0003152 providerName: Wiley-Blackwell |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3LTuMwFLUY2DALBhgQnQFkjRC7lCYOTbIshVKhphIvgWZj2Y7d8kiC-hghVnwC38iXcG-cFhg00ohVFMePxNeP4-jccwnZgh0Cdl0lHRkK4_gyTByhBXOMHyideEZpiQ7OcbfePvePLncv34T6svoQ0x9uODOK9RonuJDDnVfR0OssrQLcgNXXZfXiMHXyKhzFbKydWhj5DmNBzbrLYsmdsty7fehLH1mQc9ix9-9RarHNtL6R35MXtOySm-p4JKvq4S_txk99wSJZKMEnbdjRskRmdLZMvr6RJIS7eKrjOvxO0tO-uNM0h3UlLR02aW5owUJ8fnySIksomibLxJAihb5HoTRV-RgdfXu0ZIHRFGl_MFTRY5KK214-uBr10yHF8medmNo41ivkvHVw1mw7ZYAGRzGAhWBaAwAMEIInhFQqCBgccACwYfCyKDFRPYJUlChzjWsSGbhJ6NYA4DCjo6QGdayS2SzP9BqhChZel_kiUcb3VegJXYfDjIyM9hSDM1KFbE_MxVWpXo5BNG651V32OPQmh96sQF2TjHdWsONjll9g7-lTFNhuNzoc01BeFUXd_rjQYDEcptnE4AZJcMEuv-ge8uOweRjGXoc3K2SrMPK_WuNH3RguP_4v208yb7lBSKlcJ7OjwVhvAOwZyU0y19jb32ttFiP9BXJjAvc |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1bT9swFLYGPMAeduGilV2wEOItpYlDkzxW1UoHSSWgCCQeLNuxWyhJUC_TtKf9hP3G_ZKdE6dlgCZNe4qS-JL4-PLZ-s53CNmDFQJWXSUdGQrj-DJMHaEFc4wfKJ16RmmJDs5Jr9m98I-vDq8qViX6wlh9iMWBG46Mcr7GAY4H0gcPqqG3eVYHvLFEVvwm7FIQEJ09SEcxG22nEUa-w1jQsA6zmPWgyvhoJVoaIg9yBZv222OcWi40ndfkev6Jll8yqs-msq6-P1Fv_L9_eENeVfiTtmyHeUte6HydvPxDlRDukoWU62SDZOdDca9pAVNLVvls0sLQkoj468dPKfKUonXyXEwosugHFHJTVczQ13dAKyIYzZD5B70VnSapuBsU45vpMJtQzN-PE2pDWW-Si87nfrvrVDEaHMUAGYJ1DWAwAAmeEFKpIGCwxwHMhvHLotREzQieokqZa1yTysBNQ7cBGIcZHaUNKGOLLOdFrt8RqmDudZkvUmV8X4We0E3Yz8jIaE8x2CbVyP7cXlxVAuYYR-OOW-llj0NrcmjNGpQ1T3hvNTueJ9kFgy_eosZ2txVzfIYKq6jr9tWFCsv-sEgmxiPkwQWH_LJ3xE_D9lGYeDFv18heaeW_1caPewlctv8t2Q5Z7faTmMdfeifvyZqlCiHD8gNZno5n-iOgoKn8VHb333ZIBaY |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3ZTttAFB2xSFV5gG6IsLSjCvXNIfY4sf2IAiHQOOoCKlIfRrMmLdiOsiDEUz-h39gv6b0eJ5RWlao-WR7PYs-d5Yx17rmE7MMOAbuukp6MhfVCGWtPGME8G0bK6MAqI9HBOe23uhfh2WXzsmJVoi-M04dY_HDDmVGu1zjBzUjbg3vV0K95Vge8sUxWw2YSI53v6MO9dBRz0XYacRJ6jEUN5zCLRQ-qgg92ouUh8iBXsWtvH-LUcqPpbJDP81d0_JKr-mwq6-ruN_XG__uGJ2S9wp_00A2Yp2TJ5M_I2i-qhHCXLqRcJ89J9nEoRoYWsLRklc8mLSwtiYg_vn2XItcUrZPnYkKRRT-gUJqqYoa-vgNaEcFohsw_GK3oNEnF9aAYf5kOswnF8ue9lLpQ1i_IRef4vN31qhgNnmKADMG6FjAYgIRACKlUFDE44wBmw_hlibZJK4FUVCnzrW-1jHwd-w3AOMyaRDegjk2ykhe52SJUwdrrs1BoZcNQxYEwLTjPyMSaQDE4JtXIm7m9uKoEzDGOxjV30ssBh97k0Js1qGueceQ0O_7M8hoMvniKGtvdwx7HNFRYRV23Gx8aLMfDIpsYXyEPLmryT_0T_j5un8Rp0OPtGtkvrfy31vhZP4XL9r9le0UevTvq8N5p_-0OeeyYQkiw3CUr0_HM7AEImsqX5Wj_CReUBSo |
| 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=Shape+optimization+of+multi-band+antennas+using+the+coupling+between+microgenetic+algorithms+and+TLM+method&rft.jtitle=International+journal+of+numerical+modelling&rft.au=Chu%2C+H.+S.&rft.au=Dubard%2C+J.+L.&rft.au=Staraj%2C+R.&rft.date=2004-05-01&rft.pub=John+Wiley+%26+Sons%2C+Ltd&rft.issn=0894-3370&rft.eissn=1099-1204&rft.volume=17&rft.issue=3&rft.spage=193&rft.epage=205&rft_id=info:doi/10.1002%2Fjnm.540&rft.externalDBID=n%2Fa&rft.externalDocID=ark_67375_WNG_Q8CG8M2L_C |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0894-3370&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0894-3370&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0894-3370&client=summon |