SaqarTvelos teqnikuri universiteti mecnierebis departamenti
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avtorebi statiis
saTauri, Jurna-
lis/krebu- lis
dasaxeleba Jurnalis/ krebulis nomeri gamocemis adgili, gamomcemloba gverdebis raodenoba 1 Nikolishvili M.,
Tabatadze B.
Some Prorerties of solution and variable directions difference scheme for one system of nonlinear three- dimansional partial
equations, Reports of Enlarged Session of the Seminar of I. Vekua Institute ofAppliedMathematicsVolume 26
I. Vekua Institute ofAppliedMathematics Tbilisi, 2014 6 pages 2 Khurodze R, Verulava O. Chkhaidze M. Determining the Number of Neurons Using the Cluster Identification Methods, saqarTvelos mecnierebaTa erovnuli tomi 8 N 2 Georgian Academy Press, Tbilisi 2014 9 gverdi 682
akademiis moambe anotaciebi Determining the Number of Neurons Using the Cluster Identification Methods, It is known that the number of neurons in the layers in the modern neural networks used for recognition are determined on the basis of experiments, without theoretical justification, according to the heuristic considerations. In the presented paper a procedure for determining the number of neurons in the layers based on clustering is proposed. In addition, formal neuron’s recognizing function, "scalar product" as similarity measure for clustering is used. It provides a high level of clustering and recognition identity. On the first stage the number of neurons is determined for only one pattern. On the next stage the correction of the number of neurons takes place taking into consideration other system descriptions (templates).
b) ucxoeTSi
statiebi # avtori/
avtorebi statiis saTa- uri, Jurna- lis/krebulis dasaxeleba Jurnalis/ krebulis nomeri
gamocemis adgili,
gamomcemloba gverdebis raodenoba 1 T. Sulaberidze, O. Tavdishvili,
T. Todua, Z. Alimbarashvili,.
Description of the Segments on the Segmented Digital Image”, Lecture Notes in Computer Science. Part I, Advances in Visual Computing, ISVC 2014, Las Vegas, USA,
Springer International Publishing, Switzerland 2014, pp.250-257, 7 pages
anotaciebi “Compact Description of the Segments on the Segmented Digital Image” One of the approaches to the shape analysis of the extracted segment on 2-D segmented digital image is based on its description by the points of the closed contour surrounding the segment. In 683
simple case, the shape contour can be described by a finite set of its boundary points, for example, a sequence of the coordinates of the contour pixels. At the same time, the larger the number of points the more accurate is the contour description. But this requires a high computational cost for further process of the shape analysis. Therefore, it is very important to obtain a more accurate restoration of the original digital closed contour for the current number of pixels on the contour than using the Whittaker-Kotelnikov-Shannon interpolation formula. In this paper we use the generalized interpolation formula (Piranashvili formula) for solution of the task.
∗saqarTvelos saxelmwifo biujetisa da grantebis gareSe Sesrulebuli samecniero-kvleviTi samuSaoebi
#
da Sesrulebuli samuSaos dasaxeleba mecnierebis dargis da samecniero mimarTulebis miTiTebiT samuSaos xelmZRvaneli samuSaos Semsruleblebi 1
axali antibiotikebis proeqtireba xelovnuri inteleqtis meTodebiT antimikrobuli peptidebis safuZvelze. informatika, bioinformatika, xelovnuri inteleqti, neironuli qselebi, saxeTa amocnoba, maTematikuri statistika.
oTar verulava, mariam CxaiZe, malaqia fircxalava (samecniero konsultanti - bioinformatikis laboratoria). zurab wverikmazaSvili (doqtoranti) irina gulbaTaSvili (magistranti) 2 qarTuli nabeWdi teqstebis amomcnobi sistemis SemuSaveba
oTar verulava, ramaz xuroZe mariam CxaiZeE zurab wverikmazaSvili, besik tabataZe, ambrosi maRlakeliZe (magistranti), oTar TavdiSvili, revaz CogovaZe. 684
3 amocnobis Secdomebis gasworeba neironuli qselis swavlebis procesSi
oTar verulava mariam CxaiZeE zurab wverikmazaSvili maka tabataZe, ambrosi maRlakeliZe (magistranti), revaz CogovaZe. dasrulebuli kvleviTi samuSaos (etapis) Sedegebi (anotacia)
1) axali antibiotikebis proeqtireba xelovnuri inteleqtis meTodebiT antimikrobuli peptidebis safuZvelze antimikrobuli peptidebi (amp) cocxali organizmis dacviTi funqciis ganmaxorcielebeli molekulebia. maTi gavrcelebis areali moicavs organizmebis farTo evoluciur speqtrs. dReisaTvis metad aqtualuria amp-Ta safuZvelze axali antibiotikebis proeqtir- ebis amocana. aseTi amocanis gadawyvetis aucileblobis mTavar safuZvels qmnis Semdegi faqti: miuxedavad imisa, rom baqteriebi miolonobiT wlis ganmavlobaSi ganicdian amp-Ta zemoqmedebas, maT mier amp-Ta mimarT rezistulobis gamomuSavebis Sesaxeb monacemebi faqtiurad ar moipoveba. axali antimikrobuli wamlebis proeqtirebasTan dakavSirebuli, dRes mimdinare kvlevebi miznad isaxaven bunebrivi peptidebis Sesaxeb informaciaze dayrdnobiT mocemuli Tvisebebis mqone axali, sinTeturi peptidebis moZiebis meTodebis SemuSavebas da daxvewas. mizanmimarTuli midgomiT proeqtirebis problemis gadawyvetis siZnele ukavSirdeba imas, rom amp-ebis moqmedebis meqanizmebi araa amomwuravad Seswavlili da maT aqtivobaze pasuxismgebeli efeqturi fizikur-qimiuri maxasiaTeblebi araa dadgenili. anu, miuxedavada imisa, rom amp-Ta farTo speqtria identificirebuli da Seswavlili, struqtura-aqtivobas Soris damokidebulebis naTeli suraTi jer kidev araa Seqmnili. aseTi mdgomareoba aixsneba amp-Ta aminomJavuri Tanamimdevrobebisa da sivrculi struqturebis didi mravalferovanebiT da Sesabamisad imiT, rom aseT araerTgvarovan simravleSi raime zogadi kanonzomierebis dadgena gaZnelebulia. • amp-Ta da araamp-Ta aminmJavuri Tanmimdevrobebis analizi • amp-Ta iseTi fizikur-qimiuri maxasiaTeblebis warmoCena, romlebic mogvcemen saSualebas ganvasxvavoT amp araamp-esagan dagvexmareba gaverkveT moqmedebis meqanizmebSi da warmovaCinoT aqtivobaze pasuxismgebeli efeqturi maxasiaTeblebi. amrigad Cveni amocanaa 685
a)SevqmnaT amp-Ta da ara amp-Ta aminomJavuri Tanamimdevrobebis simravleebi (SerCevebi) b) davaxasiaToT SerCevaSi Sesuli TiToeueli peptidi aminmJavur Tanamimdevro- baze damokidebuli fizikur-qimiuri maxasiaTeblebiT. vTqvaT: hidrofobulobiT, muxtiT, hidrofobuli momentiT, midrekilebiT arastruqturirebulobisken, midrekilebiT agregaciisken, orientaciiT memranis zedapiris mimarT, membranaSi CaZirvis siRrmiT da sxva g) gamoviyenoT samanqano daswavlis sxvadasxva meTodebi (neironuli qselebis, sayrdeni veqtorebis da sxva), raTa movaxdinoT maxasiaTebelTa kompleqtis optimizireba da iseTebis SerCeva, romlebic mogvcemen saSualebas warmatebiT ganvasxvavoT amp araamp-gan. aseTi gziT SerCeuli maxasiaTeblebi gaxdebian safuZveli mxolod aminomJavur Tanamimdevrobaze dayrdnobiT axali antibiotikebis proeqtirebis algoriTmisaTvis (meTodisaTvis) da Sesabamisi programaTa paketisaTvis. dReis mdgomareobiT, amocanis gadasawyvetad SerCeuli gvqonda neironuli qselebis meTodi agebuli sistemis muSaobiT miRebuli gvaqvs Semdegi Sedegebi: 100 sakontrolo realizaciisaTvis Secdomis maCvenebeli aris 4 %. amJamad mimdinareobs muSaoba am Sedegis gasaumjobeseblad, rogorc igive meTodiT, aseve sxva meTodebis gamoyenebiT, magaliTad maTematikuri statistikis da sxva msgavsebis zomebis gamoyenebiT. 2)
qarTuli nabeWdi teqstebis amomcnobi sistemis SemuSaveba qarTul nabeWdi teqstebisaTvis jer kidev ar arsebobs amocnobis maRali saimedoobis mqone, avtomaturad momuSave universaluri sistema, romelic amoicnobs nebismieri qarTuli SriftiT dabeWdil teqstebs, amitom, saWiroa qarTveli mecnierebis Zalisxmeva, raTa Seiqmnas qarTuli anbanis simboloebisa da klaviaturaze ganTavsebuli sxva niSnebis universaluri (Sriftdamoukidebeli) amomcnobi sistema, romelic amoicnobs nebismier qarTul kompiuterul nabeWd Srifts. qarTuli nabeWdi teqstebis amomcnobi sistema SesaZlebels gaxdis daskanerebuli nabeWdi teqsti grafikuli formatidan gardaiqmnas Word-is dokumentad, rac Tavis mxriv, mniSvnelovnad gaadvilebs mis redaqtirebas, teqstis eleqtronuli versiis Seqmnas (arqivirebas), xels Seuwyobs qarTuli enis kompiuterizacias. qarTuli teqstebis amomcnobi programis Seqmnas uaRresad didi mniSvneloba aqvs totaluri usinaTloebisa da mcire mxedvelTaTvis. mxedvelebisTvis nabeWd wignTa uzarmazari maragi xelmiuwvdomeli iyo usinaTloebisTvis. amdenad, usinaTlo praqtikulad ver sargeblobda stamburad nabeWdi wignebiT da codnis Seqmnis es wyaro maTTvis yovlad gamousadegari gaxldaT.
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asociacia "usinaTloebi sazRvrebs gareSe"-m mravalwliani muSaobis Sedegad Seqmna qarTul enaze xmovan programaTa paketi. igi saSualebas aZlevs qarTvel usinaTloebs mSobliur enaze waikiTxon arsebuli eleqtronuli wignebi, akrifon teqsti, imuSaon internetSi, isargeblon eleqtronuli fostiTa da skaipiT. es programebi danergilia: saqarTvelos parlamentis erovnul, saqarTvelos erovnul samecniero biblioTekebSi da qveynis didi qalaqebis mTavar biblioTekebSi, dawyebuli Telavidan damTavrebuli baTumamde. swored aq aris saWiro qarTuli teqstebis amomcnobi programebi. maTi arseboba xelmisawvdoms gaxdis qarTul enaze nabeWd masalas mTlianad, romel wlebSic ar unda iyos isini gamoqveynebulni. aseve cnobilia, rom TiToeul mkiTxvels pirad biblioTekaSi aqvs is wignebi, romelic xels uwyoben maT profesiul zrdas, anda ubralod warmoadgenen maTi interesebis sagans. Cvens mier momzadebuli proeqtiT gaTvaliswinebuli samuSaoebiT Seqmnili programebisa da skaneris saSualebiT usinaTlo mkiTxvelebs miecemaT SesaZlebloba maTTvis saWiro literatura gadaiyvanon teqstur formatSi, xolo Semdgom qarTuli gamaxmovanebeli programebiT waikiTxon isini. garda amisa, internetSi didi raodenoba wignebisa ganTavsebulia grafikul formatSi anu fotos saxiT. aseT masalaze Sesaqmneli qarTuli teqstebis amomcnobi programa maT gadaiyvans teqstur redaqtorSi da isinic ar iqneba miuwvdomeli mxedvelobis deficitis mqone kompiuteris momxmarebelTaTvis. Cvens mier momzadebuli proeqtis mizania qarTuli nabeWdi simbolebisaTvis avtomaturi amomcnobi sistemis ageba, Sesabamisad, amocnobis iseTi axali meTodebisa da algoriTmebis SemuSaveba, romelic saSualebas mogvcems Seiqmnas dReisaTvis yvelaze metad gavrcelebuli qarTuli SriftebisaTvis maRali saimedoobisa da kvlevis mizania qarTuli nabeWdi teqstebis amomcnobi iseTi sistemis SemuSaveba, romelsac eqneba amocnobis maRali saimedooba, universaluroba da maqsimaluri xelSeSlamedegoba. amasTan, misi gamoyeneba momxmareblisaTvis unda iyos martivi da moxerxebuli. amJamad Cveni kvlevebi aris Semdeg etapze: Sesrulebulia amocanebi: grafikuli gamosaxulebis dasufTaveba, preparireba; simboloebis segmentacia, simboloebis amocnoba 3 Sriani pirdapiri gavrcelebis xelovnuri neironuli qselis meSveobiT, amocnoba ganxorcielebulia 5 sxvadasxva SriftisTvis nebismieri kegelis gaTvaliswinebiT. amomcnobi sismtemis agebisTvis darCenili samuSaoebia: amocnobadi Sriftebis raodenobis gazrda, amosacnobi teqstidan naxatebisa da naxazebis gamoyofa, segmentacia amocnobis procesis gamoyenebiT, wyvetebisa da gadabmebis problemis gadasaWrelad. aRniSnulis safuZvelze momzadebulia da Cabarebulia sagranto proeqti rusTaeli samecniero fondSi. 3)
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ganvixileT Tanabarganzomilebiani binaruli saxeebis realizaciebis amocnobis problema neironuli qselebiT. kerZod, neironuli qselis mier sxva realizaciebis amocnobisas daSvebuli Secdomis gamosworebis meTodisa da algoriTmis formirebis procesebis SemuSaveba-programuli modulis Seqmna. Cveni mizani iyo amomcnobi programuli modulis Seqmna, romelic uSecdomod amoicnobs nebismieri saxes, romlebic warmodgenili iqneba Tanabarganzomilebiani binaruli veqtorebiT an matricebiT. aseTi realizaciebi miiReba qarTuli anbanis simboloebis, maTematikuri niSnebis, pirovnebis dadgenisas misi nakvTebis: TiTebis, saxis, Tvalebis analizisa da sxva. romelime realizaciis SecdomiT amocnobis SemTxvevaSi, misi wardgena neironisadmi xdeba imdenjer, sanam woniTi koeficientebis SecvliT, Sedegad ar miviRebT swor amocnobas (Secdomis gasworebas), risTvisac SeiZleba saWiro gaxdes neironis zRurblis cvlilebac. aRniSnuli problemis gadasawyvetad SemoTavazebulia niSnebis ranJirebis principi, romlis mixedviT niSnebi (Tvisebebi) iyofa amocnobis TvalsazrisiT „sasargeblod“ da „usargeblod“. niSani sasargebloa im SemTxvevaSi, Tu sworad amocnobis SemTxvevaSi niSani stabilurad iRebs erTi da igive mniSvnelobas, Cvens SemTxvevaSi: 0 an 1; Tu niSani iRebs sxvadasxva mniSvnelobebs sworad amocnobis SemTxvevaSi, maSin is arastabiluria an „usargeblo“. dasaxuli problemis gadawyvetis SemTxvevaSi SesaZlebeli iqneba amomcnobi programuli modulis Seqmna, romelic uSecdomod amoicnobs nebismieri saxes, romlebic warmodgenili iqneba Tanabarganzomilebiani binaruli veqtorebiT an matricebiT. am etapze agebulia programuli moduli da mimdinareobs misi muSaobis testireba da Sedegebis gaumgobesebis algoriTmebis SemuSaveba.
Sromebi: 1)
Khurodze Ramaz, Elaborating Neuron and Neural Network Learning Process for Recognition Task, Scientific & Academic Publishing: American Journal of Intelligent Systems, pages 7. Abstract: The work deals with the formal neuron and neural network training process through the realizations of a set of training sets. At the same time, the signs and the signs space used for the recognition process are evaluated. The signs space for all the types and realizations is of the same dimension and binary. The learning process is carried out by means of recognition procedures; this, in case of incorrect recognition, as much as possible, draws together the changes in neuron weighting coefficients as well as the threshold (structuring etalon descriptions) with the neural process of recognition. A set of realizations for the training clusters of each pattern is used for the training process. The training algorithm comprises two stages. The first stage represents structuring etalon 688
description of its own, the second – the correction of the received description in relation to other patterns of descriptions by using the same patterns of the training set’s realizations. The correction of the results received in the recognition process is carried out by means of changing the weighting coefficients through using the award algorithm (procedure). In case of the incorrect recognition of some realization, it is presented to the neuron until we get the correct recognition through coefficients changing (error correction of mistakes) which may require neuron threshold changing. This electronic document is a “live” template. The various components of your paper title, text, heads, etc.] are already defined on the style sheet, as illustrated by the portions given in this document.
2) oTar verulava, mariam CxaiZe, maka tabataZe, neironisa da neironuli qselis swavlebis procesis SemuSaveba amocnobis amocanisaTvis anotacia
ganixileba formaluri neironisa da neironuli qselis swavlebis procesi saxeTa saswavlo nakrebis realizaciebis gamoyenebiT. amasTan xdeba amocnobis procesisaTvis gamoyenebuli niSnebis da misgan Sedgenil niSanTa sivrcis Sefaseba. niSanTa civrce yvela saxisaTvis da yvela realizaciebisaTvis Tanabar ganzomilebiani da binarulia.
neironebis swavleba xorcieldeba amocnobis procedurebis gamoyenebiT, rac maqsimalurad aaxloebs neironebis woniT koeficientebis da zRurblis cvlilebebs araswori amocnobis SemTxvevaSi (etalonuri aRwerebis ageba), amocnobis neironul procesTan.
swavlebis procesisaTvis gamoiyeneba TiToeuli saxis saswavlo nakrebis realizaciebis simravle. swavlebis algoriTmi Sedgeba ori etapisagan. pirveli, sakuTari saxis etalonuri aRweris ageba; meore, miRebuli aRweris koreqtireba sxva saxis aRwerebTan mimarTebaSi imave saxeebis saswavlo nakrebis realizaciebis gamoyenebiT. amocnobis procedurebiT miRebuli Sedegebis gasworeba xdeba woniTi koeficientebis SecvliT, dajildoebis algoriTmis (proceduris) gamoyenebiT.
romelime realizaciis SecdomiT amocnobis SemTxvevaSi misi wardgena neironisadmi xdeba imdenjer, sanam woniT koeficientebis SecvliT miviRebT swor amocnobas (Secdomebis gasworebas), risTvisac SeiZleba saWiro gaxdes neironis zRurblis cvlilebac.
saxelmZRvaneloebi: 1)
revaz CogovaZe: hibriduli inteleqtualuri sistemebi, anotacia: adamianis inteleqtualuri moRvaweobis yvela sferoSi izrdeba monacemTa bazebis moculobebi da moTxovnebi gadawyvetilebebis saimedoobisa da sizustisadmi, yovelive es axal pirobebs uyenebs monacemTa damuSavebisa da analizis inteleqtualur sistemebs. saWiro xdeba avtonomiuri midgomebis
erToblivi gamoyeneba, am meTodebis garkveuli hibridizacia, raTa miRweuli iqnas gadawyvetilebebis sizustis gazrda TviToeuli meTodis Zlieri mxaris xarjze. hibriduli inteleqtualuri 689
sistema gulisxmobs iseT sistemas, sadac amocanebis gadawyvetisas gamoiyeneba adamianis inteleqtualuri moRvaweobis imitaciis ori an meti meTodi. hibriduli inteleqtualuri sistema analitikuri modelebis, eqspertuli sistemebis, xelovnuri neironuli qselebis, aramkafio sistemebis, genetikuri algoriTmebis da imitaciuri statistikuri modelebis erTobliobaa. hibriduli inteleqtualuri sistemis SemuSavebisa da modernizaciis dros centraluri amocanaa misi arqiteqturis SerCeva. hibriduli sistemis arqiteqturis qveS, pirvel rigSi, igulisxmeba misi modulebis saxeoba (neironuli qselebi, aramkafio sistemebi, genetikuri algoriTmebi, eqspertuli sistemebi, integratorebi, interfeisis modulebi da sxv.), saxelmZRvaneloSi gadmocemulia hibriduli inteleqtualuri sistemebis ZiriTadi cnebebi da ganmartebebi: maTi klasifikacia; Camoyalibebulia arsebuli amocanebi da maTi gadawyvetis meTodebi, aseve hibriduli inteleqtualuri sistemebis magaliTebi. 2)
mariam CxaiZe: usafrTxoebis dacvis biometriuli sistemebi; anotacia: dRevandel msoflioSi mimdinare globalizaciis procesebis fonze usafrxoebis dacvis sakiTxebma prioritetuli mniSvneloba SeiZina. rac, gansakuTrebiT SeiniSneba maRal ganviTarebul qveynebSi (a.S.S, didi britaneTi da a.S.). TavisTavad usafrTxoebis dacvis problemisadmi interesis zrda mravalma faqtorma gamoiwvia, maTgan gamovyofT saerTaSoriso terorizmis winaaRmdeg brZolas. zogadad, damnaSaveobasTan brZola ki gascda erTi romelime qveynis Sida samoqmedo areals da saerTaSoriso mniSvneloba SeiZina. Seicvala usafrTxoebis darRvevis samizneebic, da man brZolis romelime konkretuli velidan msoflio politikur Tu kiber sivrceSi gadainacvla.
yovelive zemoTqmulidan naTlad Cans, Tu ramdenad aqtualuri xdeba yvela is dargi, romelic usafrTxoebis dacvas emsaxureba. sainformacio teqnologiebis winsvla, iseve rogorc sxva sferoebSi, aqac ganviTarebis mniSvnelovnad xelSemwyob faqtorad iqca. usafrTxoebis dacvis problemebsa da amocanebs sainformacio teqnologiebSi aseve
aqtiurad ganviTarebadi dargi – biometria warmogvidgens. biometriaD Seiswavlis adamianis personaluri fizikuri maxasiaTeblebisa da qcevis niSnebis gazomvisa da formalizaciis meTodebsa da xerxebs, agreTve maT gamoyenebas adamianis identifikaciisa an verifika- ciisaTvis. am mizniT adamianis biometriuli maxasiaTeblebis Camoyalibebis da gamoyenebis meTodebs biometriuli teqnologiebi ewodeba. biometriuli sistema _ avtomaturi amomcnobi sistemaa, romelic amoicnobs adamians misi specifiuri biologiuri da/an qceviTi maxasiaTeblebis meSveobiT. naSromSi gadmocemulia biometriis ZiriTadi cnebebi da ganmartebebi, Camoyalibebulia biometriis dargis ganviTarebis istoria, ZiriTadi
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meTodebi da maTi klasifikacia, dawvrilebiTaa aRwerili yoveli meTodis muSaobis principebi da moyvanilia Sesabamisi konkretuli magaliTebi. 3)
qarTuli enis teqnologizebis centrTan gaformebuli urTierTTanamSromlobis memorandumis farglebSi mzaddeba konferencia Temaze: ‘qarTuli ena da xelovnuri inteleqti’. (organizatorebi: konstantine fxakaZe da mariam CxaiZe);
mikroprocesoruli da sazomi sistemebis departamenti
departamentis ufrosi: sr.profesori zaal azmaifaraSvili
mikroprocesoruli da sazomi sistemebis #813 departamentis Semadgenloba: 1 azmaifaraSvili zaali sr.pr. 2 CxeiZe irina sr.pr. 3 fadiuraSvili vladimeri sr.pr. 4 xaratiSvili liana sr.pr. 5 wulukiZe mzia sr.pr. 6 oTxozoria nona sr.pr. 7 murjikneli guram sr.pr. 8 oTxozoria vano asoc. 9 Jvania revaz asoc. 10 eremeiSvili nazibrola asoc. 11 garsevaniSvili izolda asoc. 12 baliaSvili medea asoc. 13 cercvaZe ramaz asoc. 14 kobaxiZe giorgi asoc. 15 tokaZe lali asist 691
16 tomaraZe omari asist 17 menabde Tamar asist 18 abelaSvili nodar sr.pr. 19 managaZe ana sr.pr. 20 mecxvariSvili iosebi asoc.pr. 21 isakaZe manana ufr. maswavlebeli 22 meliqiZe olRa ufr. maswavlebeli 23 foladaSvili merab ufr. maswavlebeli 24 narCemaSvili medea ufr. maswavlebeli 25 inaiSvili izolda ufr. maswavlebeli 26 gugunaSvili nugzar ufr. maswavlebeli 27 SalamberiZe irina ufr. maswavlebeli 28 kolomikovi sofo ufr. maswavlebeli 29 gociriZe marina ufr. maswavlebeli 30 nikolaiSvili naTela ufr. maswavlebeli 31 joxariZe zurab ufr. maswavlebeli
sagranto dafinansebiT damuSavebuli samecniero-kvleviTi proeqtebi # proeqtis dasaxeleba damfinansebeli organizacia proeqtis xelmZRvaneli proeqtis Semsruleblebi 1 eleqtromagnituri rezonansis principze momuSave macivari stu
z.azmaifaraSvili m. foladaSvili n. mesxiZe
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Sedegebis anotacia sagranto proeqtiT gaTvaliswinebuli iyo gaumjobesebuli parametrebis mqone axali tipis macivrisSeqmna arsebulTan SedarebiT. Catarebuli samuSaoebis Sedegad gamoikveTa SemoTavazebuli meTodis dadebiTi mxareebi, rac gamoixateba imaSi rom eleqtromagnituri rezonansis principze agebuli
macivari ar
saWiroebs macivaragenti – freonis gamoyenebas da araris saWiro Zrava-kompresoris gamoyeneba, rac ganapirobebs macivris uxmauro muSaobas. eleqtromagnituri rezonansis principze momuSave macivris konsrtuqcia sagrZnoblad martivdeba. garda amisa SemoTavazebuli macivris marTva xorcieldeba mikroprocesoruli blokis
saSualebiT da misi kveba xorcieldeba 12v. ZabviT, rac Tavis mxriv aiafebs mTlianad mowyobilobis Rirebulebas. yovelive zemoTqmuli ganapirobebs SemoTavazebuli rezonansuli meTodis upiratesobas arsebul meTodebTan SedarebiT.
2 sasmeli da Camdinare wylebis koagulinatiT da flokuliantiT gawmendis procesis kontrolis analitikuri xelsawyos damuSaveba sacdeli egzempliaris damzadeba da misi gamocda saqarTvelos teqnikuri universiteti v. fadiuraSvili T. Zagania n. iaSvili r. simionovi
Sedegebis anotacia: proeqtiT gaTvaliswinebuli iyo axali analitikuri xelsawyos damuSaveba da ganxorcieleba. kvlevebis Sedegad Sesrulda ZiriTadi mizani da damuSavda da damzadda analitikuri xelsawyo sasmeli da Camdinare wylebis reagentuli gawmendis procesis sakontrolod. Sesrulebuli iqna misi montaJi da gamarTva ris Semdegac igi gamoica da Tbilisis wyalmomaragebis obieqtze realur pirobebSi. Catarebulma gamocdam gviCvena damakmayofilebeli Sedegebi. Sedegebis safuZvelze dawyebulia saqmis warmoeba saqpatentSi saavtoro mowmobis misaRebad,romeli daculi iqneba Sesabamisi uflebiT inteleqtualur sakuTrebaze. 3 niadagistenianobis adatemperaturisga nmsazRvrelimikro
a.managaZe z.joxariZe s.kolomikovi m.isakaZe v. oTxozoria
693
procesorulimobi lurixelsawyosda muSavebadadamzade ba.
proqtis mixedviT, gaTvaliwinebuli iyo niadagis tenianobis da temperaturis ganmsazRvreli mikroprocesoruli mobiluri xelsawyos Seqmna, romlis meSveobiTac miwaTmoqmeds, fermers saSualeba eqneba nebismier adgilas, nebismier dros gansazRvros niadagis temperaturuli da tenianobis monacemebi. Catarebuli kvleviTi samuSaoebis Sedegad Seqmnilia mobiluri xelsawyo, romelic araeleqtruli sidideebis - tenianobis da temperaturis cvlilebas gardaqmnis eleqtruli signalis cvlilebaSi. xelsawyos gabarituli zomebia 20 x 25x 10 sm, romelzec xistadaa damagrebulia 3 sm. diamerisa da 1m sigrZis plaspmasis mili, romlis qveda boloze damontaJebulia niadagis tenianobis sensori - uJangavi foladis ori eleqtrodiT KXS – 27 (stomatologiuri foladi), romelic medegia tute- mJava garemosadmi. xelsawyoSi CamontaJebulia avtonomiuri kvebis wyaro - 9v. ; tenianobisa da temperaturis mzomi agebuli agebulia msoflioSi cnobili amerikuli firmis “Microchip” is mikrokontroleris -PIC16F873A bazaze, romelic pirvelad gardamqmnelTan erTad uzrunvelhyofs stabilur muSaobas da ekonomiur moxmarebas cifruli indikatorebis dinamiuri marTvis reJimSi.
publikaciebi: a) saqarTveloSi saxelmZRvaneloebi #
avtori/avtorebi saxelmZRvanelos saxelwodeba gamocemis adgili, gamomcemloba gver-
debis rao-
denoba 694
1 o. tomaraZe z. azmaifaraSvili, r. cercvaZe
sazomi sistemebis eleqtruli wredebis laboratoriuli praqtikumi (damxmare saxelmZRvanelo) saq. teqnikuri universi- tetis sagamomcemlo saxli 2014w.
213
2 o. tomaraZe z. azmaifaraSvili, m.foladaSvili
LabVIEW: mikroprocesoruli da sazomi sistemebis cifruli elemente– bis da kvanZebis la– boratoriuli praq– tikumi (damxmare sa– xelmZRvanelo saq. teqnikuri universi– tetis sagamomcemlo saxli 2014w.
141
3 o. tomaraZe z. azmaifaraSvili LabVIEW: mikroprocesoruli da sazomi sistemebis analoguri elemente– bis da kvanZebis la– boratoriuli praq– tikumi (damxmare sa– xelmZRvanelo) saq. teqnikuri universi– tetis sagamomcemlo saxli 2014w.
4 v. fadiuraSvili v. doliZe n. iaSvili q. maxaSvili eleqtro qimiuri procesebSi eleqtrodul sistemaTa safuZvlebi saq. teqnikuri universitetis gamomcemloba, 2014w. 131
5 z.azmaifaraSvili, o.tomaraZe, r. cercvaZe " sazomi sistemebis eleqtruli wredebis laboratoriuli praqtikumi" Tbilisi
2014," teqnikuri universiteti" ISBN 978-9941-0-6583-5
6 z.azmaifaraSvili, o.tomaraZe, m.foladaSvili " mikroprocesoruli da sazomi sistemebis cifruli elementebis da kvanZebis laboratoriuli praqtikumi" Tbilisi
2014," teqnikuri universiteti" ISBN 978-9941-20-477-7
695
krebulebi # avtori/avtorebi krebulis saxelwodeba gamocemis adgili, gamomcemloba gverde
bis raoden
oba 1 z . azmaifaraSvili, m. foladaSvili ,
n . mesxiZe ( gamoqveynebis TariRi 2014- 05-13)
" eleqtroenergiis usadenod gadacemis mowyobiloba " patenti
№ P 6089, samrewvelo sakuTrebis biuleteni
№9(397)
" gamogonebebi , sasargeblo modelebi , dizainebi , sasaqonlo niSnebi "
saqarTvelo. `saqpatenti~. 8-10
statiebi # avtori/avtorebi statiis saTauri, Jurnalis/krebulis dasaxeleba Jurnalis/ krebulis nomeri
gamocemis adgili, gamomcemloba gverdeb is
raoden oba
1 Azmaipharashvili Zaal,Otkhozoria Nona, Narchemashvili Medea
Method of determining the mass of liquid gasin the closed reservoir and its realization
marTvis avtomatizebuli sistemebi. No 1(17), 2014 Tbilisi
saqarTvelos teqni– kuri universiteti, 4 2
d. CaxvaSvili
xarisxis menejmenti da ISO9000-biznesis axali modeli
marTvis avtomatizebuli sistemebi,
saqarTvelos teqni– kuri universiteti, Sromebi, Tbilisi,
696
3 o. tomaraZe i. CxeiZe kompiuteruli teq– nologiebis bazaze FLICKER-xmauris energetikuli speqtris gazomva 2014w
saqarTvelos teqnikuri univer– sitetis Sromebi, Tbilisi,
4
v. fadiuraSvili T. Zagania r. simionovi n. iaSvili bunebriv wylebSi qimiuri reagentebis mikrokoncetraciis gazomvis mowyobiloba / saqar.sainJinro siaxleni. #3/2014
saqarTvelos teqnikuri universtetis gamomcemloba 58-60
5
v. fadiuraSvili T. Zagania r. simionovi n. iaSvili
sasmeli wylis koaguliantiT gawmendis procesis kontrolis analitikuri xelsawyos Seqmnis sakiTxebi / marTvis
avtomatizebuli sistemebi
#1, 2014
“saqarTvelos teqnikuri univer– sitetis“
100-104
6 v. fadiuraSvili T. Zagania r. simionovi n. iaSvili z. azmaifaraSvili z. joxariZe
bunebrivi airis gaJonvis signalizatorebiT sacxovrebeli binebis da monitoringis sitemebiT mravalsarTuliani korusebis aRWurvis aucileblobis Sesaxeb/
marTvis avtomatizebuli sistemebi
#1, 2014
saqarTvelos teqnikuri universteti
105-110
697
7 z. joxariZe v. fadiuraSvili
abreSumisZafissisqiskon trolitenzogardamqmne lisgamoyenebiT /
marTvis avtomatizebuli sistemebi
#2, 2014
saqarTvelos teqnikuri universtetis gamomcemloba
110-113
8 v. fadiuraSvili s. kolomikovi k. samarRaniSvili
sayofacxovrebonarCeneb ismarTvisproblemebi
stu. marTvis avtomatizirebulisiste mebi
saqarTvelos teqnikuri universtetis gamomcemloba
101-103
9 v. fadiuraSvuli T. Zagania n. iaSvili
gazomvis eleqtronuli sistemebi
mecnierebaTa erovnuli academia, Jurnali mecniereba da teqnologebi. #1/2014 #2/2014
mecnierebaTa akademiis gamomcemloba
95-97
10 z. fadiuraSvili T. fadiuraSvili v. fadiuraSvili
sadezinfeqcio sasterilizacio kompozicia `fadiura 27~ saqarTvelos inteleqtualur sakuTrebis erovnuli cnetri/ patenti
#12801/01 2014.
saqarTvelos inteleqtualur sakuTrebis erovnuli centri
15
11 i.CxeiZe l. tokaZe. LabView da MathCad programul garemoSi monacemTa damuSavebis SedarebiTi analizi. Sromebi
TRANSACTIONS Т Р У Д Ы ISSN 1512-0996 Tbilisi 2014 N4(494)
sagamomcemlo saxli ”teqnikuri universiteti”, Tbilisi Kkostavas 77
38-42
12 i. CxeiZe, o. tomaraZe. kompiuteruli teqnologiebis bazaze fLicker-xmauris energetikuli speqtris gazomva
Sromebi N1(491)
sagamomcemlo saxli ”teqnikuri universiteti”, Tbilisi Kkostavas 77
88-92 698
TRANSACTIONS Т Р У Д Ы ISSN 1512-0996 Tbilisi 2014 13
z. joaxriZe v. fadiuraSvili n. iaSvili bunebrivi airis gaJonvis signalizatori. stu. Sromebi
#1(17) saqarTvelos teqnikuri universiteti 105
b) ucxoeTSi
statiebi # avtori/ avtorebi statiis saTauri, Jurna- lis/krebulis dasaxeleba Jurnalis/ krebulis nomeri
gamocemis adgili,
gamomcemloba gverdeb
is raode
noba 1 Н. О. Берая, Е. Г. Гварамия, Е. В. Бочоридзе Изучение свойств, связанных с точностью определения коэффициентов уравнения регрессии для трехфакторных ротатабельных планов третьего порядка при учете погрешностей средств измерения. Труды XII Всероссийск ого совещания по проблемам управления ВСПУ-2014 Россия, Москва, ИПУ РАН
8
marTvis avtomatizebuli sistemebis (programuli inJineriis) departamenti
samecniero erTeulia xelmZRvaneli: prof. g. gogiCaiSvili samecniero erTeulis Semadgenloba: 699
# saxeli, gvari, mamis saxeli Tanamd
1 gogiCaiSvili giorgi giorgis Ze sr.pr.
2 mefariSvili badri dimitris Ze sr.pr.
3 nareSelaSvili gulbaaT giorgis Ze sr.pr. 4 surgulaZe gia giorgis Ze sr.pr. 5 suxiaSvili Teimuraz ambrosis Ze sr.pr. 6 RvinefaZe gela SoTas Ze sr.pr. 7 Serozia Tamazi aqvsentis Ze sr.pr. 8 Sonia oTari borisis Ze sr.pr. 9 CaCaniZe guram grigoris Ze sr.pr. 10 yaWiaSvili qarTlos iosebis Ze sr.pr. 11 didmaniZe vaJa alfezis Ze sr.pr. 12 Turqia ekaterine giorgis asuli sr.pr.
1 abulaZe inga biWikos asuli asoc 2 gabedava omari vladimeris Ze asoc 3 Tofuria nino SoTas asuli asoc 4 kaSibaZe marina mixeilis asuli asoc 5 makarovi SoTa aTanases Ze asoc 6 odiSaria korneli mamias Ze asoc 7 oxanaSvili maia Salvas asuli asoc 8 poCoviani simon mixeilis Ze asoc 9 Corxauli nino vanos asuli asoc 10 qarTveliSvili ioseb Salvas Ze asoc 11 janeliZe gulnara nestoris asuli asoc
700
1 qristesiaSvili xatia Teimurazis asuli asist
publikaciebi a) saqarTveloSi saxelmZRvaneloebi # avtori/avtorebi saxelmZRvanelos saxelwodeba gamocemis adgili, gamomcemloba gverdebis raodenoba 1 gulnara janeliZe, Tamar mefariSvili obieqtze orientirebuli daprogrameba (meToduri miTiTebebi laboratoriuli samuSaoebis Sesasruleblad) Tbilisi, 2014, ISBN 978-9941-0-6426-5 155
anotacia meTodur saxelmZRvaneloSi warmodgenilia 15 laboratoriuli samuSao, Tematikis mixedviT saganSi `obieqtze orientirebuli daprogrameba c++ enis bazaze~. calkeuli laboratoriuli samuSao Sedgeba Semdegi Tanamimdevrobisagan: dasamuSavebeli Teoriuli masala, praqtikuli samuSao, daskvnebi da damoukidebeli davaleba. yovelive es saSualebas aZlevs students aiTvisos programiT gaTvaliswinebuli masala.
# avtori/avtorebi saxelmZRvanelos saxelwodeba gamocemis adgili, gamomcemloba gverdebis raodenoba 2 T.suxiaSvili Pprogramuli sistemis damuSavebis CASE saSualebebi damxmare saxelmZRvanelo Tbilisi, teqnikuri universiteti 130 gv.
701
praqtikuli, laboratoriuli da sakurso samuSaoebis Sesasruleblad anotacia damxmare saxelmZRvanelo Seicavs davalebebs da savarjiSoebs programuli uzrunvelyofis modelebis asagebaT meTodikis gamoyenebiT, romelic gamoiyeneba programuli uzrunvelyofis Sesaqmnelad unificirebul procesSi (yvelaze srulad realizebuli teqnologiaSi IBM Rational Unified Process). modelirebis standartuli enis UML modelebisa da diagramebis ageba sruldeba CASE instrumentaluri saSualeba IBM Rational Rose gamoyenebiT.
statiebi # avtori/ avtorebi statiis saTauri, Jurna- lis/krebulis dasaxeleba Jurnalis/ krebulis nomeri gamocemis adgili, gamomcemloba gverdebis raodenoba 1 gia surgulaZe maia oxanaSvili marina kaSibaZe maia nefariZe
Tanamedrove sainformacio teqnologiebi marketinguli procesebis da warmoebis menejmentSi. Sromebi
marTvis avtomatizebuli sistemebi #1(17), 2014 Tbilisi
stu 5 2 maianefariZe marina kaSibaZe maia oxanaSvili marketinguli biznesprocesebis programuli realizacia axali teqnologiebiT. III saerTaSoriso samecniero konferencia 2014
baTumi 17_19
oqtomberi
702
kompiutingi/informatika, ganaTlebis mecnierebebi, maswavleblis ganaTleba
# avtori/ avtorebi statiis saTauri, Jurnalis/krebulis dasaxeleba Jurnalis/ krebulis nomeri gamocemis adgili, gamomcemloba gverdeb is
raoden oba
3 gulnara
janeliZe nino
gogilaSvili supermarketis biznes- procesebis marTva. /Sromebi `marTvis avtomatizebuli sistemebi~ 2014 .#1(17), gv. 137-141. ISSN 1512-3979. stu 4
badri mefariSvili, petre petaSvili, gulnara janeliZe entropiaze dafuZ- nebuli metrika robotebis jgufis marTvaSi/Sromebi `marTvis avtomatizebuli sistemebi~ 2014. #2(18), gv. 7-11. ISSN 1512-3979.
stu 4 5 gulnara janeliZe badri mefariSvili ciuri qoroRliSvili sainformacio siste- mebze Tavdasxmebis Ziebis amocanebSi xelovnuri inteleqtis meTodebis gamoyeneba III saerTaSoriso konferencia, kompiutingi/informa tika, ganaTlebis mecnierebebi, maswavleblis ganaTleba, Sromebis krebuli, baTumi 2014 .
stu 5 6 gulnara janeliZe sandro giunaSvili sainformacio siste- mebze zemoqmedebis saSualebebis gamov- lenis meTodika da in- formaciis dacvis kompleqsuri sistemis mimarT ZiriTadi III saerTaSoriso konferencia, kompiutingi/informa tika, ganaTlebis mecnierebebi, maswavleblis ganaTleba, Sromebis krebuli, baTumi stu
4 703
moTxovnebi 2014 anotaciebi 3.Tanamedrove komerciuli organizaciis saqmianoba warmoadgens rTuli da dinamiuri proeqtebis da procesebis erTobliobas. masSi gansaxorcielebeli nebismieri proeqti Cadebulia biznes-procesebis struqturaSi. amdenad mniSvnelovani roli aqvs biznes-procesebis sworad dagegmvas, sarealizacio proeqtebis moTxovnebisa da gare da Sida garemos zemoqmedebis Sesabamisad. naSromSi warmodgenilia komerciuli organizaciis, kerZod supermarketis ZiriTadi biznes-procesebis organizeba da marTva, mudmivad cvalebad garemoSi saboloo miznis miRwevis gaTvaliswinebiT. biznes-procesebis organizebisa da marTvisadmi aseTi midgoma aamaRlebs supermarketis konkurentunarianobas. 4. sivrculad ganawilebuli multi-agenturi sistemis qceva individualuri avtonomiuri qmedebebiT aris ganpirobebuli. saZiebel areSi nawilakebis moZraoba ganisazRvreba maTi saukeTeso poziciiT, romelic imavdroulad mTliani sistemis saukeTeso poziciasac ganapirobebs. statiaSi warmodgenili midgoma adgens garkveul raodenobriv Tanafardobas TviTorganizebisa da entropiul cnebebs Soris, romlebic SeiZleba gamoyenebul iqnas multi-agenturi sistemebis qcevis Sefasebis TvalsazrisiT. statiaSi ganxilulia robotuli jgufebis qcevis sxvadasxva saxis metrika, maT Soris mowesrigebuloba da entropia, rogorc qaoturobis zoma. 5.
naSromSi sainformacio sistemebze Tavdasxmis riskebis prognozirebisa da amocnobis amocanebis gadasawyvetad SemoTavazebulia kohonenis TviTorganizebadi rukebi da xelovnuri neironuli qseli, romelTa bazaze agebuli sistemebi moiTxovs mcire mexsierebas da gamoTvliT resursebs. sistemaSi SemoWris gansazRvrisaTvis naSromSi damuSavebulia genetikuri algoriTmis gamoyenebis magaliTi, rodesac genetikuri algoriTmi gamoiyeneba qselur trafikSi Tavdasxmis Ziebis martivi wesebis SeqmnisTvis. es wesebi gamoiyeneba raTa gansxvavebul iqnas normaluri qseluri SeerTeba anomalurisgan. 6. naSromSi gaanalizebulia dasacavi informaciis matareblebze uSualo zemoqmedebis saSualebebi, romelTac mivyavarT informaciis ganadgurebamde, damaxinjebamde da blokirebamde. ganxilulia konfidencialuri informaciis arasanqcirebuli gavrcelebis gzebi, vinaidan misi mizezi SeiZleba gaxdes informaciis dakargva, rac sabolood gamoiwvevs konfidencialuri informaciis gaxmaurebas. SemuSavebulia kompleqsuri dacvis sistemis mimarT ZiriTadi moTxovnebi, romelic sistemas miscems SesaZleblobas uzrunvelyos nebismier situaciaSi mTeli informaciis usafrTxoeba, romelic eqvemdebareba dacvas. rac niSnavs, rom daculi iqnas informaciis yvela matarebeli, misi awyobis, Senaxvis, gadacemisa da gamoyenebis yvela komponenti informaciis damuSavebis sistemis funqcionirebis yvela drosa da yvela reJimSi.
704
# avtori/
avtorebi statiis saTauri, Jurnalis/krebulis dasaxeleba Jurnalis/ krebulis nomeri gamocemis adgili,
gamomcemloba gverdebis raodenoba 7 Badri Meparishvili Petre Petashvili
One Approach to Robot Swarm Control Jurnali `GEORGIAN ENGINEERING NEWS”, #2Tbilisi, 2014, 16-21 p. Tbilisi
5 8 badri
mefariSvili, petre
petaSvili, gulnara
janeliZe entropiaze dafuZ- nebuli metrika robotebis jgufis marTvaSi/Sromebi `marTvis avtomatizebuli sistemebi~ 2014. #2(18), gv. 7-11. ISSN 1512-3979.
stu
4 9 gulnara janeliZe badri
mefariSvili ciuri
qoroRliSvili sainformacio siste- mebze Tavdasxmebis Ziebis amocanebSi xelovnuri inte- leqtis meTodebis gamoyeneba III saerTaSoriso konferencia, kompiutingi/informat ika, ganaTlebis mecnierebebi, maswavleblis ganaTleba, Sromebis krebuli, baTumi 2014 . stu
5 anotaciebi 7.The multi mobile sensor systems, as reconfigurable wireless networks of distributed autonomous devices, can sense or monitor physical or environmental conditions cooperatively. Usually, in a multi-agent system, interaction dynamics between an agent and its environment lead to emergent structure or emergent functionality. To be effective, multi-agent systems must yield coordinated behavior from individually autonomous actions. Control of reconfigurable sensor networks is fundamentally a difficult problem in which the system must balance issues of power usage, communication versus control, the effectiveness of adapting to the environment as well as to changing science requirements. We have discussed different kind of metrics to robotic groups behavior. In this paper we present a motion planning approach to allow for a group of mobile homogeneous robots with sensors to scan a given area of interest and map the radiation levels over it, when robots cover their allocated areas in an efficient manner, collecting enough measurements at each location to allow a certain confidence level about the measured intensity to be reached. 8. sivrculad ganawilebuli multi-agenturi sistemis qceva individualuri
705
avtonomiuri qmedebebiT aris ganpirobebuli. saZiebel areSi nawilakebis moZraoba ganisazRvreba maTi saukeTeso poziciiT, romelic imavdroulad mTliani sistemis saukeTeso poziciasac ganapirobebs. statiaSi warmodgenili midgoma adgens garkveul raodenobriv Tanafardobas TviTorganizebisa da entropiul cnebebs Soris, romlebic SeiZleba gamoyenebul iqnas multi-agenturi sistemebis qcevis Sefasebis TvalsazrisiT. statiaSi ganxilulia robotuli jgufebis qcevis sxvadasxva saxis metrika, maT Soris mowesrigebuloba da entropia, rogorc qaoturobis zoma. 9. naSromSi gaanalizebulia dasacavi informaciis matareblebze uSualo zemoqmedebis saSualebebi, romelTac mivyavarT informaciis ganadgurebamde, damaxinjebamde da blokirebamde. ganxilulia konfidencialuri informaciis arasanqcirebuli gavrcelebis gzebi, vinaidan misi mizezi SeiZleba gaxdes informaciis dakargva, rac sabolood gamoiwvevs konfidencialuri informaciis gaxmaurebas. SemuSavebulia kompleqsuri dacvis sistemis mimarT ZiriTadi moTxovnebi, romelic sistemas miscems SesaZleblobas uzrunvelyos nebismier situaciaSi mTeli informaciis usafrTxoeba, romelic eqvemdebareba dacvas. rac niSnavs, rom daculi iqnas informaciis yvela matarebeli, misi awyobis, Senaxvis, gadacemisa da gamoyenebis yvela komponenti informaciis damuSavebis sistemis funqcionirebis yvela drosa da yvela reJimSi.
# avtori/avtorebi statiis saTauri, Jurnalis/krebulis dasaxeleba Jurnalis/ krebulis nomeri
gamocemis adgili,
gamomcemloba gverdebis raodenoba 10 omar gabedava, simon poCoviani, nino gabedava informaciuli teqnolo-giebis da virtualuri marketingis gamoyeneba firmebSi, Sromebi marTvis avtomatizebuli sistemebi (ISSN 1512- 3979) 1(17
2014w. Tbilisi, stu, ”teqnikuri universiteti” 4 11 simon poCoviani, omar gabedava, nino gabedava Tanamedrove avtomatize-buli informaciuli teqnologiebis gamoye-neba firmebSi, 1(17)
2014w. Tbilisi, stu, ”teqnikuri universiteti” 4
706
Sromebi marTvis avtomatizebuli sistemebi ISSN 1512- 3979) 12 omar gabedava, simon poCoviani, nino gabedava, giorgi sebiskve- raZe
Tanamedrove firmebSi marketinguli marTvis
informaciuli uzrun-velyofa, Sromebi marTvis
avtomatizebuli sistemebi (ISSN 1512- 3979) 2(18)
2014w. Tbilisi, stu, ”teqnikuri universiteti” 5 13 simon poCoviani, omar gabedava marketingis marTvis avtomatizebul informa-ciul sistemaSi Tana- medrove sainformacio teqnologiebis gamoyeneba , Sromebi marTvis avtomatizebuli sistemebi (ISSN 1512- 3979)
2(18) 2014w.
Tbilisi, stu, ”teqnikuri universiteti” 4 A anotaciebi 10.
ganxilulia Tanamedrove firmebSi
informaciuli teqnologiebis (IT) da virtualu-ri
marketingis gamoyenebis sakiTxebi. IT-is
gamoyeneba xarisxobrivad cvlis firmis marketinguli moRvaweobis xasiaTs. amasTan dakavSirebiT Camoyalibda virtualuri marketingis cneba, rac saSualebas iZleva mokle droSi, minimaluri resursiT movaxdinoT firmis reformireba da ganviTarebis strategiis ageba, SevqmnaT klien-turi baza.
11. ganxilulia Tanamedrove avtomatizebuli informaciuli teqnologiebis 707
sakiTxebis gamoyenebis aucilebloba. mocemulia informaciuli nakadebis daniSnuleba da klasifikacia firmebSi, da gamoyenebuli Tanamedrove avtomatizebuli informa-ciuli teqnologiebi: monacemebis eleqtronuli damuSaveba, marTvis funqciebis avtomatizacia, eleqtronuli ofisi, gadawyvetilebis miRebis eleqtronuli mxar-dajera, klient-serveruli teqnologia. amis garda, ganxilulia firmebSi infor-maciis dacvis sistemis organizaciis aucileblobis sakiTxebi kompleqsuri midgomis safuZvelze. 12. ganxilulia Tanamedrove avtomatizebuli informaciuli teqnologiebis gavlena firmis ekonomikasa da firmebSorisi ekonomikuri damokidebulebebis ganviTarebaze. gaanalizebulia informaciis miRebisa da gamoyenebis problemebi firmaSi marTvis efeqturi gadawyvetilebis misaRebad. aRwerilia informaciuli teqnologiebis ro-lis gansakuTrebuloba. SemoTavazebulia Tanamedrove firmebSi marketinguli mar-Tvisas informaciuli uzrunvelyofis sistemis mowesrigebis ZiriTadi principebi.
13.
ganxilulia firmis funqcionirebisaTvis aucilebeli marketingis marTvis avtoma-tizebuli informaciul sistemis ZiriTadi amocanebi, informaciuli da sakomu-nikacio teqnologiebi. aRwerilia ekonomikur-maTematikyri meTTodebi, romlebic gamoyenebulia marketinguli saqmianobis funqciebis avtomatizaciisaTvis, agreTve marketinguli informaciis dacvis sistemis ZiriTadi amocanebi.
samecniero forumebis muSaobaSi monawileoba a) saqarTveloSi # momxsenebeli/ momxseneblebi moxsenebis saTauri forumis Catarebis dro da adgili 1 gulnara janeliZe badri mefariSvili sainformacio sistemebze Tavdasxmebis Ziebis amocanebSi xelovnuri inteleqtis meTodebis saqarTvelo, baTumi, 17-19 oqtomberi, 2014.
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ciuri qoroRliSvili gamoyeneba 2 gulnara janeliZe sandro giunaSvili sainformacio sistemebze zemoqmedebis saSua- lebebis gamovlenis meTodika da informaciis dacvis kompleqsuri sistemis mimarT ZiriTadi moTxovnebi saqarTvelo, baTumi, 17-19 oqtomberi, 2014. moxsenebaTa anotaciebi 1.
naSromSi warmodgenilia xelovnuri inteleqtis meTodebi, romelTa gamoyeneba sainformacio sistemebis dacvisaTvis metad aqtualuria. gaanalizebulia produqciuli midgoma, romlis bazaze agebuli sistemebis upiratesobaa mdgradoba da qseluri sistemis safrTxeTa cnobili tipebis aRmoCenis sizuste. ganxilulia baiesis Teoremis safuZvelze Seqmnili xelovnuri inteleqtis sistemebis moqmedebis principebi, romlebic iZlevian albaTur Sefasebas, riTac mxardaWeras ukeTeben eqsperts gadawyvetilebis miRebisas. naSromSi sainformacio sistemebze Tavdasxmis riskebis prognozirebisa da amocnobis amocanebis gadasawyvetad SemoTavazebulia kohonenis TviTorganizebadi rukebi da xelovnuri neironuli qseli, romelTa bazaze agebuli sistemebi moiTxovs mcire mexsierebas da gamoTvliT resursebs. sistemaSi SemoWris gansazRvrisaTvis naSromSi damuSavebulia genetikuri algoriTmis gamoyenebis magaliTi, rodesac genetikuri algoriTmi gamoiyeneba qselur trafikSi Tavdasxmis Ziebis martivi wesebis SeqmnisTvis. es wesebi gamoiyeneba raTa gansxvavebul iqnas normaluri qseluri SeerTeba anomalurisgan. zogierTi ganxiluli meTodi SeiZleba jerjerobiT naklebad aris gamoyenebuli, magram cxadia, rom maT aqvT didi perspeqtivebi qseluri informaciis usafrTxoebis sferoSi. 2.
sainformacio sistemebis dacvis problemebisadmi interesi, rac aixsneba imiT, rom msoflioSi mimdinare procesebi arsebiTad Seexo informaciis dacvis sistemis organizebis problemas yvela sferoSi. naSromSi gaanalizebulia dasacavi informaciis matareblebze uSualo zemoqmedebis saSualebebi, romelTac mivyavarT informaciis ganadgurebamde, damaxinjebamde da blokirebamde. ganxilulia konfidencialuri informaciis arasanqcirebuli gavrcelebis gzebi, vinaidan misi mizezi SeiZleba gaxdes informaciis dakargva, rac sabolood gamoiwvevs konfidencialuri informaciis gaxmaurebas. SemuSavebulia kompleqsuri dacvis sistemis mimarT ZiriTadi moTxovnebi, romelic sistemas miscems SesaZleblobas uzrunvelyos nebismier situaciaSi mTeli 709
informaciis usafrTxoeba, romelic eqvemdebareba dacvas. rac niSnavs, rom daculi iqnas informaciis yvela matarebeli, misi awyobis, Senaxvis, gadacemisa da gamoyenebis yvela komponenti informaciis damuSavebis sistemis funqcionirebis yvela drosa da yvela reJimSi.
# momxsenebeli/ momxseneblebi moxsenebis saTauri forumis Catarebis dro da adgili 3 suxiaSvili Teimurazi, manievi giorgi marTvis nakadebis struqturis daproeqteba marTvis ganawilebul sistemebSi
111-e saerTaSoriso samecniero konferencia. kompiutingi/informatika, ganaTlebis mecnierebebi, maswavleblis ganaTleba. baTumi 17, 18, 19 oqtomberi, 2014. moxsenebis anotacia Tanamedrove marTvis kompiuteruli sistemebi muSavdeba ganawilebuli samuSao adgilebiT, klient-server organizaciiT. marTvis avtomatizebuli sistema unda uzrunvelyofdes mravali momxmareblis (klient-momxmarebeli) erTdroul muSaobas, rac ganapirobebs marTvis ramodenime nakadis arsebobas sistemaSi. TviTeuli marTvis nakadi badebs sistemaSi damoukidebel process, rac ganapirobebs sistemaSi paralelizms. Sesabamisad, saWiro xdeba paralelurad mimdinare procesebis modelireba, romelzec bevrad aris damokidebuli sistemis iseTi mniSvnelovani maxasiaTeblebi, rogoric aris saimedoba, moTxovnaTa rigSi dgomis dro da pasuxis drois Semcireba.
maTematikis departamentis xelmZRvaneli: daviT natroSvili
maTematikis departamentis Semadgenloba: 20 profesori, 21 asicirebuli profesori, 3 asistent profesori, 6 ufrosi maswavlebeli
710
(garda amisa, 16 TanamSromeli mowveulia xelSekrulebiT: 5 profesori da 11 asocirebuli profesori)
maTematikis departamentis sruli Semadgenloba sruli profesori: 1.
daviT natroSvili (departamentis xelmZRvaneli, sruli profesori) 2.
SoTa zazaSvili (profesori) 3.
levan giorgaSvili (profesori) 4.
leonard mZinariSvili (profesori) 5.
vladimer xoWolava (profesori) 6.
aleqsandre mesxi (profesori) 7.
Saqro tetunaSvili (profesori) 8.
duglas ugulava (profesori) 9.
vaxtang paataSvili (profesori) 10.
Teimuraz aliaSvili (profesori) 11.
12.
givi berikelaSvili (profesori) 13.
aleqsi kirTaZe (profesori) 14.
gogi fanculaia (profesori) 15.
gogi yirmelaSvili (profesori) 16.
zubiko nacvliSvili (profesori) 17.
givi giorgaZe (profesori) 18.
nodar maWaraSvili ( profesori) 19.
Temur jangvelaZe ( profesori) 20.
dazmir Sulaia ( profesori)
21.
zurab qvaTaZe (asocirebuli profesori) 22.
tristan buaZe (asocirebuli profesori) 23.
givi fifia (asocirebuli profesori) 24.
guram samsonaZe (asocirebuli profesori) 25.
goCa Todua (asocirebuli profesori) 26.
nikoloz kaWaxiZe (asocirebuli profesori) 27.
avTandil gaCeCilaZe (asocirebuli profesori) 28.
zurab TediaSvili (asocirebuli profesori) 29.
giorgi qarselaZe (asocirebuli profesori) 30.
iuri beJuaSvili (asocirebuli profesori) 31.
lida beriZe (asocirebuli profesori) 711
32. varden cucqiriZe (asocirebuli profesori) 33.
34.
qeTevan sxvitariZe (asocirebuli profesori) 35.
irine sigua (asocirebuli profesori) 36.
eka elerdaSvili (asocirebuli profesori) 37.
nodar xomeriki (asocirebuli profesori) 38.
Tamar kvirikaSvili (asocirebuli profesori) 39.
zviad wiklauri (asocirebuli profesori) 40.
maia xaraSvili (asocirebuli profesori) 41.
boris maspinZelaSvili (asocirebuli profesori) asistent profesori: 42.
43.
maia mrevliSvili (asistent profesori)
44. ciala buCukuri (asistent profesori)
xelSekrulebiT mowveuli TanamSromlebi:
45. Tamaz vekua ( profesori) 46.
nugzar SavlayaZe ( profesori) 47.
roland gaCeCilaZe ( profesori) 48.
Tengiz buCukuri ( profesori) 49.
( profesori) 50.
51.
ia ramiSvili (asocirebuli profesori) 52.
avTandil kvaliaSvili (asocirebuli profesori) 53.
aslan jaRmaiZe (asocirebuli profesori) 54.
lamara SanqiSvili (asocirebuli profesori)
55. givi mWedliZe (asocirebuli profesori) 56.
57.
Tebro yifiani (asocirebuli profesori) 58.
(asocirebuli profesori) 59.
Tamar kvaracxelia (asocirebuli profesori) 60.
ufrosi maswavleblebi : 61.
62.
mimoza iosava
63.
sandro klimiaSvili
712
64. marexi ivaniZe 65.
66. Tamar qasraSvili
muSaobis zogadi statistikuri monacemebi
samecniero grantebSi monawileoba (sul 11 granti): saqarTvelos rusTavelis erovnuli samecniero fondi (maTematikis departamentis 15 TanamSromeli monawileobs 10 grantis damuSavebaSi): 1) FR/286/5-101/13 (d.natroSvili, m.ivaniZe, d.ivaniZe) 2) FR/406/5-106/12 (g.berikelaSvili) 3) FR /30/5 – 101/12 (s.xaribegaSvili, T. jangvelaZe) 4) D/13-23 (a. mesxi, S.tetunaSvili, T.tetunaSvili) 5) 31/47 (a. mesxi, S.tetunaSvili, v.paataSvili, c.canava) 6) #31/24 (g.giorgaZe, g.fanculaia, a.kirTaZe) 7) 31/25 (g.fanculaia, a.kirTaZe) 8) FR/223/5-100/13 (d.ugulava) 9) CNRS / SRNSF2013 (T. jangvelaZe) 10) DI/16/4-120/11 (T. jangvelaZe)
saerTaSoriso grantebi (maTematikis departamentis 2 TanamSromeli monawileobs 1 saerTaSoriso grantis damuSavebaSi): 11) tempusis saganmanaTleblo granti: 543868- Download 7.06 Mb. Do'stlaringiz bilan baham: 
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