A GA-Simplex Hybrid Algorithm for Global Minimization of Molecular Potential Energy Functions
In this paper we propose a hybrid genetic algorithm for minimizing molecular potential energy functions. Experimental evidence shows that the global minimum of the potential energy of a molecule corresponds to its most stable conformation, which dictates its properties. The search for the global min...
Saved in:
| Published in | Annals of operations research Vol. 138; no. 1; pp. 189 - 202 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
New York
Springer Nature B.V
01.09.2005
|
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | In this paper we propose a hybrid genetic algorithm for minimizing molecular potential energy functions. Experimental evidence shows that the global minimum of the potential energy of a molecule corresponds to its most stable conformation, which dictates its properties. The search for the global minimum of a potential energy function is very difficult since the number of local minima grows exponentially with molecule size. The proposed approach was successfully applied to two cases: (i) a simplified version of more general molecular potential energy functions in problems with up to 100 degrees of freedom, and (ii) a realistic potential energy function modeling two different molecules. [PUBLICATION ABSTRACT] |
|---|---|
| AbstractList | In this paper we propose a hybrid genetic algorithm for minimizing molecular potential energy functions. Experimental evidence shows that the global minimum of the potential energy of a molecule corresponds to its most stable conformation, which dictates its properties. The search for the global minimum of a potential energy function is very difficult since the number of local minima grows exponentially with molecule size. The proposed approach was successfully applied to two cases: (i) a simplified version of more general molecular potential energy functions in problems with up to 100 degrees of freedom, and (ii) a realistic potential energy function modeling two different molecules. [PUBLICATION ABSTRACT] |
| Author | Barbosa, Helio J. C. Raupp, Fernanda M. P. Lavor, Carlile C. |
| Author_xml | – sequence: 1 givenname: Helio J. C. surname: Barbosa fullname: Barbosa, Helio J. C. – sequence: 2 givenname: Carlile C. surname: Lavor fullname: Lavor, Carlile C. – sequence: 3 givenname: Fernanda M. P. surname: Raupp fullname: Raupp, Fernanda M. P. |
| BookMark | eNot0E9LwzAYx_EgE9ymL8Bb8B59kjRLeyxjf4QNBfUoIU3TmdElM2nB-ertmKfn8uH5wXeCRj54i9A9hUcKIJ8ShUwWBEAQlglO2BUaUyEZKTjPR2gMTGREcA43aJLSHgAozcUYfZZ4VZI3dzi29gevT1V0NS7bXYiu-zrgJkS8akOlW7x13h3cr-5c8Dg0eBtaa_pWR_waOus7N5iFt3F3wsvemzNLt-i60W2yd_93ij6Wi_f5mmxeVs_zckMMk6wjWuucFUxTZooZCEO5EJKCnfHGUA2QZ3UlrJS1bihnEljNKiszo7nQs6LJ-BQ9XP4eY_juberUPvTRD5OK0UyABCEGRC_IxJBStI06RnfQ8aQoqHNEdYmohojqHFEx_gceZ2X4 |
| CitedBy_id | crossref_primary_10_3934_naco_2011_1_191 crossref_primary_10_1016_j_asej_2016_07_008 crossref_primary_10_1002_cpe_6088 crossref_primary_10_1007_s10479_012_1095_4 crossref_primary_10_1080_1206212X_2016_1188568 crossref_primary_10_1016_j_compstruc_2009_03_001 crossref_primary_10_1016_j_jmgm_2014_01_001 crossref_primary_10_3182_20090819_3_PL_3002_00077 crossref_primary_10_1002_minf_201400189 crossref_primary_10_1007_s12293_017_0234_5 crossref_primary_10_1016_j_jmgm_2014_10_002 crossref_primary_10_1080_10426910802612270 crossref_primary_10_1016_j_asoc_2012_05_016 crossref_primary_10_1080_03772063_2017_1331146 crossref_primary_10_1080_00949655_2019_1663848 crossref_primary_10_1007_s00500_016_2208_9 crossref_primary_10_1016_j_asoc_2012_12_025 crossref_primary_10_1080_08839514_2015_1097145 crossref_primary_10_1016_j_ejor_2006_06_052 crossref_primary_10_36306_konjes_788082 |
| Cites_doi | 10.1093/comjnl/7.4.308 10.1063/1.467236 10.1007/978-3-662-02830-8 10.1080/00401706.1962.10490033 10.1090/dimacs/047/07 10.1023/B:NUMA.0000021763.84725.b9 10.1126/science.285.5432.1368 10.1007/BF01096720 10.1162/evco.1996.4.1.1 10.1007/BF01096719 10.1109/ICEC.1998.700154 |
| ContentType | Journal Article |
| Copyright | Springer Science + Business Media, Inc. 2005 |
| Copyright_xml | – notice: Springer Science + Business Media, Inc. 2005 |
| DBID | AAYXX CITATION 3V. 7TA 7TB 7WY 7WZ 7XB 87Z 88I 8AL 8AO 8FD 8FE 8FG 8FK 8FL ABJCF ABUWG AFKRA ARAPS AZQEC BENPR BEZIV BGLVJ CCPQU DWQXO FR3 FRNLG F~G GNUQQ HCIFZ JG9 JQ2 K60 K6~ K7- KR7 L.- L6V M0C M0N M2P M7S P5Z P62 PQBIZ PQBZA PQEST PQQKQ PQUKI PRINS PTHSS Q9U |
| DOI | 10.1007/s10479-005-2453-2 |
| DatabaseName | CrossRef ProQuest Central (Corporate) Materials Business File Mechanical & Transportation Engineering Abstracts ABI-INFORM Complete ABI/INFORM Global (PDF only) ProQuest Central (purchase pre-March 2016) ABI/INFORM Collection Science Database (Alumni Edition) Computing Database (Alumni Edition) ProQuest Pharma Collection Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) (purchase pre-March 2016) ABI/INFORM Collection (Alumni Edition) Materials Science & Engineering Collection ProQuest Central (Alumni) ProQuest Central Advanced Technologies & Aerospace Collection ProQuest Central Essentials AUTh Library subscriptions: ProQuest Central ProQuest Business Premium Collection Technology Collection ProQuest One Community College ProQuest Central Engineering Research Database Business Premium Collection (Alumni) ABI/INFORM Global (Corporate) ProQuest Central Student SciTech Premium Collection (Proquest) (PQ_SDU_P3) Materials Research Database ProQuest Computer Science Collection ProQuest Business Collection (Alumni Edition) ProQuest Business Collection Computer Science Database Civil Engineering Abstracts ABI/INFORM Professional Advanced ProQuest Engineering Collection ABI/INFORM Global Computing Database ProQuest Science Journals Engineering Database Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection One Business (ProQuest) ProQuest One Business (Alumni) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China Engineering Collection ProQuest Central Basic |
| DatabaseTitle | CrossRef Materials Research Database ABI/INFORM Global (Corporate) ProQuest Business Collection (Alumni Edition) ProQuest One Business Computer Science Database ProQuest Central Student Technology Collection Technology Research Database Mechanical & Transportation Engineering Abstracts ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Pharma Collection ProQuest Central China ABI/INFORM Complete Materials Business File ProQuest Central ABI/INFORM Professional Advanced ProQuest Engineering Collection ProQuest Central Korea ABI/INFORM Complete (Alumni Edition) Engineering Collection Advanced Technologies & Aerospace Collection Business Premium Collection Civil Engineering Abstracts ABI/INFORM Global ProQuest Computing Engineering Database ProQuest Science Journals (Alumni Edition) ABI/INFORM Global (Alumni Edition) ProQuest Central Basic ProQuest Science Journals ProQuest Computing (Alumni Edition) ProQuest One Academic Eastern Edition ProQuest Technology Collection ProQuest SciTech Collection ProQuest Business Collection Advanced Technologies & Aerospace Database ProQuest One Academic UKI Edition Materials Science & Engineering Collection ProQuest One Business (Alumni) Engineering Research Database ProQuest One Academic ProQuest Central (Alumni) Business Premium Collection (Alumni) |
| DatabaseTitleList | Materials Research Database |
| Database_xml | – sequence: 1 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Computer Science Business |
| EISSN | 1572-9338 |
| EndPage | 202 |
| ExternalDocumentID | 892296461 10_1007_s10479_005_2453_2 |
| Genre | Feature |
| GroupedDBID | -4X -57 -5G -BR -EM -Y2 -~C -~X .4S .86 .DC .VR 06D 0R~ 0VY 1N0 1SB 2.D 203 23M 28- 2J2 2JN 2JY 2KG 2KM 2LR 2P1 2VQ 2~H 30V 3V. 4.4 406 408 409 40D 40E 5GY 5QI 5VS 67Z 6NX 7WY 88I 8AO 8FE 8FG 8FL 8TC 8VB 95- 95. 95~ 96X AAAVM AABHQ AACDK AAEOY AAHNG AAIAL AAJBT AAJKR AANZL AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYXX ABAKF ABBBX ABBXA ABDZT ABECU ABFTV ABHLI ABHQN ABJCF ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABSXP ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACAOD ACBXY ACDTI ACGFS ACGOD ACHSB ACHXU ACIPQ ACIWK ACKNC ACMDZ ACMLO ACOKC ACOMO ACZOJ ADHHG ADHIR ADIMF ADINQ ADKNI ADKPE ADRFC ADTPH ADURQ ADYFF ADZKW AEBTG AEFIE AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFEXP AFGCZ AFKRA AFLOW AFQWF AFWTZ AFZKB AGAYW AGDGC AGGDS AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHKAY AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ AKVCP ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMXSW AMYLF AMYQR AOCGG ARAPS ARCSS ARMRJ ASPBG AVWKF AXYYD AYQZM AZFZN AZQEC B-. BA0 BAPOH BBWZM BDATZ BENPR BEZIV BGLVJ BGNMA BPHCQ CAG CCPQU CITATION COF CS3 CSCUP DDRTE DL5 DNIVK DPUIP DWQXO EBLON EBO EBS EBU EDO EIOEI EJD ESBYG FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRNLG FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ6 GQ7 GQ8 GROUPED_ABI_INFORM_COMPLETE GROUPED_ABI_INFORM_RESEARCH GXS H13 HCIFZ HF~ HG5 HG6 HMJXF HQYDN HRMNR HVGLF HZ~ I-F I09 IAO IEA IHE IJ- IKXTQ ITC ITM IWAJR IXC IZIGR IZQ I~X I~Z J-C J0Z JBSCW JCJTX JZLTJ K1G K60 K6V K6~ K7- KDC KOV KOW L6V LAK LLZTM M0C M0N M2P M4Y M7S MA- N2Q N95 N9A NB0 NDZJH NPVJJ NQJWS NU0 O9- O93 O9G O9I O9J OAM OVD P19 P2P P62 P9M PF0 PQBIZ PQBZA PQQKQ PROAC PT4 PT5 PTHSS Q2X QOK QOS QWB R4E R89 R9I RHV RNI RNS ROL RPX RSV RZC RZD RZK S16 S1Z S26 S27 S28 S3B SAP SBE SCF SCLPG SDH SDM SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 T16 TEORI TH9 TSG TSK TSV TUC TUS U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WK8 YLTOR Z45 Z5O Z7R Z7S Z7U Z7V Z7W Z7X Z7Y Z7Z Z81 Z83 Z88 Z8N Z8U Z92 ZL0 ZMTXR ZYFGU ~8M ~A9 ~EX 7TA 7TB 7XB 8AL 8FD 8FK FR3 JG9 JQ2 KR7 L.- PQEST PQUKI PRINS Q9U |
| ID | FETCH-LOGICAL-c272t-aaa8292a12c9605c1355710e63fc1a0084db5e77daf132702d2be74ca35a69f43 |
| IEDL.DBID | BENPR |
| ISSN | 0254-5330 |
| IngestDate | Thu Oct 10 16:43:55 EDT 2024 Thu Sep 26 16:22:23 EDT 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c272t-aaa8292a12c9605c1355710e63fc1a0084db5e77daf132702d2be74ca35a69f43 |
| PQID | 214507055 |
| PQPubID | 25585 |
| PageCount | 14 |
| ParticipantIDs | proquest_journals_214507055 crossref_primary_10_1007_s10479_005_2453_2 |
| PublicationCentury | 2000 |
| PublicationDate | 2005-9-00 20050901 |
| PublicationDateYYYYMMDD | 2005-09-01 |
| PublicationDate_xml | – month: 09 year: 2005 text: 2005-9-00 |
| PublicationDecade | 2000 |
| PublicationPlace | New York |
| PublicationPlace_xml | – name: New York |
| PublicationTitle | Annals of operations research |
| PublicationYear | 2005 |
| Publisher | Springer Nature B.V |
| Publisher_xml | – name: Springer Nature B.V |
| References | J.A. Nelder (2453_CR12) 1965; 7 L.J. Eshelman (2453_CR2) 1993 J.H. Holland (2453_CR5) 1975 Z. Michalewicz (2453_CR11) 1996; 4 2453_CR1 2453_CR4 C.D. Maranas (2453_CR8) 1994b; 100 K. Mathias (2453_CR9) 1994 J. Yen (2453_CR20) 1998; 28 2453_CR3 W. Spendley (2453_CR17) 1962; 4 2453_CR19 C. Lavor (2453_CR6) 2004; 35 2453_CR15 2453_CR16 2453_CR14 P.M. Pardalos (2453_CR13) 1994; 4 D.J. Wales (2453_CR18) 1999; 285 C.D. Maranas (2453_CR7) 1994a; 4 Z. Michalewicz (2453_CR10) 1992 |
| References_xml | – ident: 2453_CR4 – volume: 7 start-page: 308 year: 1965 ident: 2453_CR12 publication-title: Computer Journal doi: 10.1093/comjnl/7.4.308 contributor: fullname: J.A. Nelder – volume-title: Proc. of IEEE World Congress on Evolutionary Computation year: 1994 ident: 2453_CR9 contributor: fullname: K. Mathias – volume: 100 start-page: 1247 year: 1994b ident: 2453_CR8 publication-title: J. Chem. Phys. doi: 10.1063/1.467236 contributor: fullname: C.D. Maranas – volume-title: Adaptation in Natural and Artificial Systems year: 1975 ident: 2453_CR5 contributor: fullname: J.H. Holland – volume-title: Genetic Algorithms + Data Structures = Evolution Programs year: 1992 ident: 2453_CR10 doi: 10.1007/978-3-662-02830-8 contributor: fullname: Z. Michalewicz – volume: 4 start-page: 441 year: 1962 ident: 2453_CR17 publication-title: Technometrics doi: 10.1080/00401706.1962.10490033 contributor: fullname: W. Spendley – volume-title: Foundations of Genetic Algorithms 2 year: 1993 ident: 2453_CR2 contributor: fullname: L.J. Eshelman – ident: 2453_CR15 – ident: 2453_CR3 doi: 10.1090/dimacs/047/07 – ident: 2453_CR1 – ident: 2453_CR14 – ident: 2453_CR19 – volume: 35 start-page: 287 year: 2004 ident: 2453_CR6 publication-title: Numerical Algorithms doi: 10.1023/B:NUMA.0000021763.84725.b9 contributor: fullname: C. Lavor – volume: 285 start-page: 1368 year: 1999 ident: 2453_CR18 publication-title: Science doi: 10.1126/science.285.5432.1368 contributor: fullname: D.J. Wales – volume: 4 start-page: 135 year: 1994a ident: 2453_CR7 publication-title: J. Global Opt. doi: 10.1007/BF01096720 contributor: fullname: C.D. Maranas – volume: 28 start-page: 1205 year: 1998 ident: 2453_CR20 publication-title: IEEE Transactions on Systems, Man. and Cybernetics—Part B: Cybernetics contributor: fullname: J. Yen – volume: 4 start-page: 1 year: 1996 ident: 2453_CR11 publication-title: Evolutionary Computation doi: 10.1162/evco.1996.4.1.1 contributor: fullname: Z. Michalewicz – volume: 4 start-page: 117 year: 1994 ident: 2453_CR13 publication-title: J. Global Optim. doi: 10.1007/BF01096719 contributor: fullname: P.M. Pardalos – ident: 2453_CR16 doi: 10.1109/ICEC.1998.700154 |
| SSID | ssj0001185 |
| Score | 1.9505023 |
| Snippet | In this paper we propose a hybrid genetic algorithm for minimizing molecular potential energy functions. Experimental evidence shows that the global minimum of... |
| SourceID | proquest crossref |
| SourceType | Aggregation Database |
| StartPage | 189 |
| SubjectTerms | Chemical bonds Energy Genetic algorithms Molecules Operations research Optimization Population Studies |
| Title | A GA-Simplex Hybrid Algorithm for Global Minimization of Molecular Potential Energy Functions |
| URI | https://www.proquest.com/docview/214507055 |
| Volume | 138 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1NS8NAEB1sC6IHP6pirZY9eBIWk03SbU5SpR8ILUUt9CJhk2y0YNNqI-i_dybdVHvxvDlkZ3Zn3-68eQNw6ZDslfY1l0mkOanfcb8pba5iQWklS-n8KXswbPbH7v3EmxhuztLQKouYmAfqeB7RG_k1KWpbJP1ys3jn1DSKkqumg0YJKjhMWdrKbWc4eliHYkTPOYcRf4gTjbJIa65q51zpcxLiFK7ncLF5MG3G5fyw6R7AnkGJrL1y6yFs6bQK2wVJvQr7RTMGZvZmFXb_KAsewXOb9dr8cUrav1-s_011Waz99oJTyl5nDJEqW6n9s8E0nc5MMSabJ2xQ9Mtlo3lGVCL8ppMXCLIunoH5Mj2GcbfzdNfnppMCj4QUGVdKtYQvlC0ivLF4kY0oA6GFbjpJZCvS1I9DT0sZqwRvp9ISsQi1dCPleKrpJ65zAuV0nupTYC5CGCE9L7a1cBNthQpvbOhu9EzoWElcg6vCjMFiJZgR_Eojk80DtHlANg9EDeqFoQOzd5bB2tNn_47WYSeXUc35XudQzj4-9QUChCxsQKnV7TXMYvgBHFy4Nw |
| link.rule.ids | 315,786,790,12792,21416,27955,27956,33406,33777,43633,43838,74390,74657 |
| linkProvider | ProQuest |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LT8MwDLZgSDwOPAaIMR45cEKKaNO0WU-oQhsDtgmJTdoFVWmbwiS2DlYk-PfEWTvYhXN7aG3H-RJ__gxw4aDslfIVFWmsKKrfUd8TNpUJw7KSJZW5yu72vPaA3w_dYcHNmRW0yjInmkSdZDHekV-horaF0i_X03eKQ6OwuFpM0FiFNe54DoZ5o3W7SMQaOxsGo_4ciiTKsqg575zjwqcow8m461C2vC0tZ2Wz1bR2YbvAiCSYO3UPVtSkCuslRb0KO-UoBlKszCps_dEV3IfngNwG9GmEyr9fpP2NXVkkeHvRP5S_jonGqWSu9U-6o8loXLRikiwl3XJaLnnMciQS6Xeapj2QtPQOaIL0AAatZv-mTYs5CjRmguVUStlgPpM2i_V5xY1tjTE0sFCek8a2REX9JHKVEIlM9dlUWCxhkRI8lo4rPT_lziFUJtlEHQHhGsAw4bqJrRhPlRVJfV7TztZ-iRwrTWpwWZoxnM7lMsJfYWS0eahtHqLNQ1aDemnosFg5s3Dh5-N_n57DRrvf7YSdu95DHTaNoKphfp1AJf_4VKcaKuTRmQmIH2DcuNg |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LT8MwDLZgSAgOPAYIGI8cOCFFtOkj6wlNsG48hpAAiQuq0jaFSWwDViT499hZOtiFc3tobcf5En_-DHDkkeyVjjSXRaY5qd_xKJQuV7mgspKjtLnK7t2E3Qf_8jF4tJJCY0urrHKiSdT5KKM78hNS1HZI-uWksKyI2_P49O2d0wApKrTaaRrzsEAYm6Y4NOPONCkjjjZsRvw0ToTKqsA56aLzZcRJklP4gcfF7BY1m6HNthOvwYrFi6w1cfA6zOlhHRYrunodVquxDMyu0jos_9EY3ICnFuu0-F2fVIC_WPebOrRY6_UZf6h8GTDErGyi-896_WF_YNsy2ahgvWpyLrsdlUQqwnfaplWQxbgbmoDdhIe4fX_W5XamAs-EFCVXSjVFJJQrMjy7BJmLeANBhg69InMVqevnaaClzFWB51TpiFykWvqZ8gIVRoXvbUFtOBrqbWA-ghkhgyB3tfAL7aQKz27oePRR6jlFvgPHlRmTt4l0RvIrkkw2T9DmCdk8ETvQqAyd2FU0TqY-3_336SEsYiwk1xc3Vw1YMtqqhgS2B7Xy41PvI2oo0wMTDz8D1L0N |
| 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=A+GA-Simplex+Hybrid+Algorithm+for+Global+Minimization+of+Molecular+Potential+Energy+Functions&rft.jtitle=Annals+of+operations+research&rft.au=Barbosa%2C+Helio+J+C&rft.au=Lavor%2C+Carlile+C&rft.au=Raupp%2C+Fernanda+M+P&rft.date=2005-09-01&rft.pub=Springer+Nature+B.V&rft.issn=0254-5330&rft.eissn=1572-9338&rft.volume=138&rft.issue=1&rft.spage=189&rft_id=info:doi/10.1007%2Fs10479-005-2453-2&rft.externalDBID=HAS_PDF_LINK&rft.externalDocID=892296461 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0254-5330&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0254-5330&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0254-5330&client=summon |