v€YHI{BEP3I'TET Y HI,IIIIY
IPIIPOAHO-MATEMATI{qKI,I @AKYJITET
AaayM u Mecro pobera 4.12.1975-H:atlr
O6parau 14
Ocuonne cryarrje
o-MaTeMaTLFiKr.r $ar<ynrer
MaTeMaTHqap
foAIlHa yrMca
Lund, Sweden
Mathematics
3aBpuHor paaa truiy third order finite volume scheme on the quadrilateral mesh
,(orropcrce cryArje
,uuo-MareMarralrn4 $ axynrer
Mareuarrr<a
foazna ynrca
I'.6p.
TIPIIKA3 HAYIIHI4X II CTPYIIHIIX PMOBA (AHII{IATA
KOJrr CaApxe pe3yJrTaTe rrcrpaxuBalLa y oKBHpy AoKTopcKe aI{cepTaIII{e
Ayrop-u, Hac,roB,,{aconuct ronuHa, 6poj BonyMeHa, crpaBurre I{areroprrj.r
'' ' ' 
Mil".ru J.Petrovi(, An accelerated double step size model in unconstrained optimizcttion,
Applied Mathematics and Computation, Vol.250, pp 309-319, January 2015
Y paayje DpeaJroxeHa ABo(opaqHa KoHrlenquja sa y6psaura rpa,{ujeuruu uogea 6e:yc:rorue
onruur:aquje. 3a aer|t{nucau MeroA AoKa3aHa je ;ruueapua xoneeprenquja sa ylrrl1|oprrno1 xosnerore Qyuruuje rI crpIiKTHo KoHBeI(cHe KBaAparHc Qyuruuje. Mo4e:rje Hla{eprrru M21
recrlpaH u ynope!en ca ca crIrqHI.IM y6p:anurl rpagujeuruuLt uerogLtlta 6e:yclonue
onrrluusa.quj e. Hyuepuvxu je nornp!euo 3HarHo cNIarleH,e 6poja norpe6uux rzrepaquja, CPU
BpeMeHa rr 6poja eralyaqIzja o6jerrrle {yar<uuje y oAHocy Ha ocraJle nopeg6eue anropl]rMe.
Milena i. Petrovid, and Predrag S.Stanimirovii,l ccelerated double step direction methodfor
solving unconstrained optimization problems, Mathematical Problems in Engineering, Volume
2014. 8 pages. April 2014
YpaayjenpeAnoxen.4Bocltepuuy6p:auurpaALIjeHTHuuoge:r6e:yc:ronneorrultusaquje.3a
2 aetfuuucau MeroA AoKa3aHa je mrueapna ronnepreHquja :a ynr.t$opuno KoHBeKcHe Qynrquj e Il M21
crprr(rHo KoHBeKcHe KBaIparHe $yuruzje. Mo4en je HyMepqKII recrlrpaH u yropefeu ca ca
cJrrrrrHr4M y6p:aHulr rpaAirjenruau uerogur.ra 6e:yc;roBHe olrrrMll3aquje. Flyuepuuru je
nornpleuo 3HarHo cMalLeEe 6poja notpe6uxx urepaqllja, rao Ir ga y6p:ana crojcrna rteroga
roriruy og gedraHrrcaHor napaMetpa y6psalLa.
Ivan Krstii, Negovan Stamenkovi6, Milena Petrovi6, Vidosav Stojanovi6, Binary
fo RIVS encoder with Modulo Channel in Diminished-l Number System,
International Journal of Computational Engineering and Management Vol 17,Issue 3, May 2014 M243 Y paay j" aar Mo.Een xojlni ce 3n 6riruu 6poj rpaucsopuraue y 3n 6trruux 4e:roBa a 3arI{M
ronepryje y 6pojene craHAapHLIx ocraraKa. flpeqloNeri ruoAe,'r je yHHBep3anHor KaparTepa u
He 3axTaBa ao.qaTr{e xapABepc(e ,{enoBe.
Srdjan Jovkovic, Dejan Milic, Danijel Djosic, Milena Petrovic, Stanislav
Veljkovic, Caslav Stefanovic," Level Crossing Rate of L-Branch SC Receiver over o -k-
p Fading Channel in the Presence cu-k-p Co-Channel Interference", WSEAS
Transactions on Communications, Volume 13, pp. 249-255, 2014
o Pa,:uarpa ce MRC nprjennur y npicycrBy o -k- p rle4unra. tr4zpatyuata ce cpe4mu 6poj M24
ocul.rx npeceKa u3Jra3Hor currara 6eNu.rHor r(oMyHl4r(auuoHol clicrella y npllcycrBy rfe,quura.
I4:paa:a cpe4mu 6poj ocuux npece(a Nroxe ce Koplrcrllrrr 3a IBparIyHaBaIbe cpeAlier rpaj an a
$epuura 6exuvHor cucreMa. .{nocrplxlr I.r rpocrpyrn MRC upujelruxqrl ce pa:uarpajy.
Hyuepruxlr pe3yJrrarlr cy nprrxa3aHl.I rpa<pruxr.I xaro 6a ce noKa3ao yrnqaj napalrerpa
$e4unra na nepr!oplrance cI{creMa.
Petkovic D.,Petrovi6, M. A Truly Third Order Finite Volume Scheme On The
Qu adrilateral Mesh, Medunarodna konferencija"Matematidke i informacione
tehnologije" - MtT 2009, Kopaonik 27. 
- 
31. avgust.; Budva 31. avgust 
- 
5. septembar
2009., Zbomik radova, pp. 293-302,ISBN 978-86-83237 -90-6.
5 Y pa,uy je rpeAcraBJr,eH MeroA KoHaqHr.rx sanpeuuna 'rpeher peAa raqgocru ua onurroj, M33
uenpaau,ruoj ueruopoyrauoj upexu. Mero4aMa HyMepuqKe uHrerpauuje npe4,roNeH je uauuu
3a oApeb[BaHje reMeua qerBopoyrJia y Aaroj r,rpexu. .{o6rzjeuu pe3yJITarLI cy noroM
nprrMerLeHr.r Ha rueMe (oHaqHr.Ix 3anpeMI,IHa vl{I\te je ocraapeHa TaqHocT Io rpeher peAa.
Petrovi6,M. Local Double Logarithmic Technique, Medunarodna konferencija
"Maternatidke i infomacione tehnologije" - MIT 20 I l, V. Banja 27.-3 I . Aug;
Budva 3 I .Aug.-5.Sept. 201 I , Zbornik radova, pp. 325-329,ISBN 978-86-83237 -90-6.6 llpe,4cran,renu je ,eroaa aynre noK:r.[He norapnTaMcKe peKoHcrpyxquje o6jexrne $ynrqnje, LDLR. M33
O6pa:,roNene cy npeaHocru npllMeHe oBe Bpcre peKoHcrplKuuje y nparcu y onHocy Ha HeKe npyre
TexHliKe.
D. Dosii. C. Srelanovii. P. Spalevii. N. Stamenkovii. N. Kontrec. M. Petrovid. Second
order statlsfics of MRC receiver over a-p multipath fading channels, XLVIII
International Scientific Conference on Information Communication and Energy Systerns
' ;;Ji;;h';;i;i"'- rcesf ior: ,26 -2e June2Ol3, ohrid, Proceedings of paplrs, vol. M33
2.pp.83-86. ISBN: 978-9989-786-8e- I .
Canpxaj paaa je aHnr.r3a MRC npujeuuurca y rpl{cycrBy o-p rfeguHra. I4:pa: :a u:pauyuaru
cpeArrr.r 6poj ocHr-rx rpeceKa Moxe ce Kopr4crrrru 3a u3paqyxaBarre cpeArler rpajarra $eguura
6AV,rru^r nor cw rner{uuru r,rlu:la'tu rrvMenuqlrux he'lvTrrrra roiu noraqviv vrtrttai6exu.rHor cr{creMa. ,{a:r cy rpaSuvxfi rpr(a3r4 Hy epurrru.rx p 3yn a  KojL K 3yJy y I{IIaJ
rrapaMerpa 1|eAlrHra Ha IroHallrame cllcreMa.
M. Bandjur, S. Jovkovic. D. Djosii. M. Petrovi6. P. Spalevii. S. Mariiii.
, : 8 Second order sfaflsfics of MRC receiver over k-p fading channels, International Scientific M33
Conference Unitech ZQ.!], 
-J-Z-23 \9-v-9m_bar 2013, Qabrovo
Kax4u4ar ncnyraea ycnoBe 3a oqeHy Ir og6pany ,loxropcre aucepraunje xoju cy npe4saleun 3aroHoM o Bt{coKoM AA HE
o6pa3oBa$y, Craryrou YHunep:zrera u Craryrou @arynrera. i
IOCT YC,IIOBA 3A O, PCKEAH(
Y gucepraqlrjr.r cy npeAcraBjbeHr.r HoBr..r H opurr.rHarHH pe3yJlrarx y Besu y6p:auux trocMepHl.tx u,qBoKopaqHHx MeroAa na,{a
no rpa4lrjerlry.
llpra, yno4ua rJraBa caApxrr ocHoBHe nojMoBe HeonxoaHe 3a OopMyrauujy orrrLIMI.I3aIII4oHor 3aAar(a, reHepanHe
noAene 1a oco6vHe Mero.(a onrltMl{3ailuje. y oBoj rnaBll 4ar je nperle4 MareMaruqre ocHoBe [orpe6He 3a
rr3y{aBarLe rtpo6neMa onrr{Mrr3arluj e. OcHosHe AeOuHI4uuje b orlrrrre oco6lrue HeJIIrHeapHor flporpaMI.{paE a raKobe
cy cacraBHrr Aeo yBoaue rlraBe y3 [oce6aH aKIeHar Kojuje craBJr,eH Ha 6e3ycnoBEy HenlrHeapHy onrulrlrsaqujy.
Y.qpyroM Aeny cy orrucauu lrerogr ,rnnuj cror nperpa(xBalra no npaBqy (line search). Ilope4 oructrnana
HauuHa o4pelueaH,a HHTepBara rpar(elLa. rc,racu$u raur.rj e Merona. y oeoj r,raarz cy aHilnl,3ltpaHl.I ueru norHarlrjlt
aJrroprrrMu :runujcr<or rp.D(en a I<ao rrrro cy a!'rropl4rMl.i Apurja (Armijo), for4urrajna (Goldstein) z BolQ-flaye:ra
Y sape,qnr.rlr [orJraBJlnMa apyre rnaBe .qar je nperaea nocrojehrax rpagujeutuax Merora. flpahen je
xpoHoJrou(u pasnoj rpaaujerrHrlx Mero.aa noqeB oA l$y,nonux ueToga, rrograQl{I{oBaHl,Ix l6yrnonux MeroAa,
roa:u lbytroaux Mero,fa Kao It HeKHx caopelteutlj r'rx rpa.lujeHrHux ltero4a.
Y rpehoj tnaBr.r Ar{cepraur.rj e o[[cauri cy Here{ uonuju rpa,uujeHrrr MeroAIr 6e:yc:ronue onrruusaqzje.
Yxarano ua :ua.raj rpa4lrjenriror lreroaa Barzilai z Borwein, rss. BB-N{eroaa, r<ao lr rapqr.rjeHTHor MeroAa ca
cK.rJrapgoM rcoperqujou (opaKa orucauor y pary Scalor cotection method for solving large scale unconstrained
minimization problems, rsn. SC-N{eroA ayropa M. MunaAuHoeuh, II. Cranuuupoouh u C. M}r,sroeuh. floce6au
arqenar.ie craBrbeu Ha KJracy y6psaurzx rpaAujenruzx uero,ua rojy je AereKroBao Hlrrcolaj Alr.qpejN (lJ. Andrei) y
pa1y An acceleration of gradient descent algorithm y,ith backtracking for unconstrained optimization Y6psanou
ilnropr.rraMcl(oM IIreMoM cy ocrBapeHl4 6o,'lu nyntepuu(u pe3yJlTarrr y oAHocy Ha
rpagrjeuara.
ruracfiqaH lrero4 onagajyhux
Y creaeheu flornaB;r,y rpehe uaae, orucaHa je uaej a roja uacTanra pa.:noj y6psaurax
Meroaa 7 rojy xapar<repurue rou6unaquja An4pejenor rrpucyna I'I K:racfirlHor Newton -oB MeroAa
rpa4uj enruux
ca runujcrulr
nperpaxtrBar6eM. I4aeja ce orne.4a y 3aMeHu rrHBep3a Hessian -a IreroBoM cKaJIapHoM anponcuuaqujout. I4s osor
3aHrrMJBrrBor flpncryfla uacrao je par Accelerated gradient descent methods v,ith line search, ayropa fI.
CrauNrluporuha u M. MulaAunonuha, y rolre je onrlcaua HoBa arroplzraMcKa IrreMa 6esycaonne olrruusaqr.rj e.
Onaj uerog onagajyhux rpaAujeHara o3sarreu je rao SM-rraeroA. SM-uero.u Aonocr rrc6orsruame y6psanux
rap4uj er1r:ul.rx ureua urro je nornpleuo HyMepr.rr{KuM pe:yrra:rlrua xoju noxasyjy npecT uN SM-neroAa y oAnocy Har
An4pejer Mero.q rr3 pagla An acceleration of gradient descent algorithm with backtracking for unconstrained
optitnization, rss. AGD -Meroaa, rro rrrrarLy 6poja urepauuja r norpe6Hor flpoqecopcKor BpeMeHa.
Ha cavon noqerKy LlerBpre rraBe lnceprauuje onncaHaje cneurSuuHa $opnry:rauuja ureparuBHe ueMe 3a
6e:ycroruy onrr.ruusaqlljy roja cagpNu aBa Berropa flpaBrla onficaxa y paly A multi-step curve search algorithm
in nonlinear optimization: Nondifferentiable convex casei, ayropa H.I4. Typauonuh-Mx:ru.ruh u M. fapAafireB[h-
(Dumanosuh. JeAaa oA ocHoBultx MorrrBarlrrouux u4eja rojaje Aana HoBe pe3yJrrare y o6lacru y6p:auux MeroAa 3a
6e:yclonuy ournrror:qujy, 6uta je uo4nrfuraquja [oMeH)Tor ABocMepHor ue4uQepenquja6u.nuor aJlroparMa
npu:raroleHa 4u$epenqr.rja6anuuu clyrajeeulra. C:reAehu qu,r je 6una uunleuearaqtlja raro 4erpunucauor
MeroAa Ir ou je ycneriruo ocrBapeu.
Y Hacranry 3aBprrrue rnaBe Aucepraqr.rje, uape4ua rpl{ nonraB,'r,a caAp)I(e op}IrIrHaJrHe ,4orlprruoce ypa!euor
HayqHor r4crprD(HBarr,a. Hajnpe je Aar AeraJrirH onlrc KoHcrpyruIuje, xouneprenquje r'r pesy:rrara HyMepIrr{KIix
Tecrr.rpar6a HoBor ABocMepuor y6psauor r.rreparrrBHor Moaena 3a HenuHeapuy 6e:ycronny onrznrr:aqujy. Ha3BaHor
Accelerated Double Direction Method urra crpaheno ADD-ueroa. floraayje ce ,4o6pa 4e$r,Iuucauocr oBaKBor
MeroAa Kao rr rberoBa nonnepreuquja sa ogpelene r<race Au<bepeuqtja6wmux <f ynr<ulrj a. flapnerap Yr je ao6ujeu
r.rs Tej:roponor paseoja na crruqaH Haqrau Kao KoA SM-ueroAa r [peAcraBJta napaMerpap y6p:arra. la 6u ce
AoKa3arre flpe,UHocrn y6p:anajyhe Kaparu{crl4Ke roje AoHocz rapaMerap Tk, KoHcrpyxcana je u recrupaHa
Hey6psanajyha nep:uja ADD-u eroga. Nonaccelerated Double Direction Method Q\ADD-uero4) y cBoM I.I3ptBy He
.ca"qpxlr $arrop y6p:ama yr.. Ao6ujeuz p*ynrarr{ recrlzpaBa nornplyjy alcoJryrHy [peAHocr ADD-nteto4a y
on.Hocy Ha rLeroBy Hey6p3aBajyhy eeprajy. OcHoeH,l ullJb KoHcrpyt4caHor ADD-lreroaa 6uo je cvan erre 6poja
rrepaqrja y nopeferry ca nocrojehult uerogaua u ycneurro je ocrBapeH.
Y creAeheu llor:raB,'],y qerBpre rraBe je npegcranren jour je4au y6psauu MeroA 3a 6esycnonuy
onr:ralrusaqrjy. Ocrnapena no6oJbrua6a y rorneAy 6poja urepaquja npr4MeHoM ADD-ueroga 4one:raje 4o uaeje aa
ce KoHcrpyurxe Mero.[ c,'rHLrHe rfopnre, aan xoju 6u uuao .[Ba KopaKa y aaroj arepaqujr.r u j e4an cMep rpaxe]La.
Cxoguo $opnynaqujr.r, onaro KoHcrpyr4czur ABoKopaqHr{ y6p3aur.r rpaArzjeuruu MeroA HiBBaH je Accelerated Double
Step Size Method tntu y cr<paheuoj $opuu, ADSS-rrlerog. tr'lreparuBHr.r Kopaqlr ok I4 Bk oApebyjy ce n)'reM aBe
pa3nuqure backtracking npoqeaype :ruuujcxor rpaxersa. 3a cuep naaa I.I3a6paH je rpaaujenr nocMarpaHe
Syuxurje, AoK ce napaMerap y6p:ana Tk o,qpebyj e apeMa r3pa3y ea gary rtepaqujy. IIyreM Tejloponor pa:ooja,
rao r<oa SM u noA ADD-ueroAa.
OcuoeHz MorrrB 3a KoHcrpyKr1ujy ADSS-Mero4a 6ulaje nopeA aarter clrarrenaja 6poja rrepaquja, onor
rryra rr cMarreue 6poja eea,ryaquja o6jerrne rfynr<quj e t<ao fi cMalLene norpe6uor [poqecopcKor BpeMeHa.
,{o6ujeur.r HyMepuqrut pe3yJrrarr{ Koju cy r.r3noxeHlr, loxa:yjy aa ADSS ureparrarna rreMa AaJIe(o npeBa3rrna3l.{, no
rrrrriur,y cBe rpr{ KapaKreprrcr Ke, z SM u ADD rueroae. Jluneapna rourepreuquje ADSS Mero.qa je Kao Ir KoA
ADD u SM urepaquja, [oxa3aHa 3a yHrrt!opuno KoHBexcrre Synxqllje rr crporo KoHBeKcHe KBaAparHe @yHr<quje
i"J,.HfT:i#i."".:XXT";o"r.aBrr,eH, cy ro npBE nyr y A,ceprarrujz jom ynex ueo6jar,,r,euu pesyrraru rojrr
roeope o jequoj rpancSopuauuju ADSS ueue. Jarco ao6pe raparctepltcrrr(e ABoKopavuor y6psauor ADSS uoae:ra
MorrrB cane cy BeroBo AaJBe rrpoyqaBan e. flocrasJrarbeM aoaarHor ycJroBa HaA llapaMerpr4Ma LITeparI.IBHI4x
(opaKa o,k u Bk, ADSS nrepaquja ce Tpauctfopunure (pe,tyr<yje) y jeauoropavuy ra je Ao6I'IjaHa urepaquja
orrpaB.qaHo Ha3BaHa Transformed ADSS, rj. TADSS ueT oa. Oearo 4eSuuucan lroqen, rarole y6psaH I.r
rpa.urjeHraH, no coojuu Kapa(reprcrrrKaMa noxaryje ceojcraa npu6:ruNua cnojcTauua ADSS urepauuje a.lru
AaJre(o flpeBa3ula.:ra rarole jeanoropaqnr.r y6p3aHu rpa,qr.rj euruu SM uoaer xoju je 4o6ujeH (rracrIqHr4M
np cryrroM. Tulre je ocrnapeu joru je4an gonpuHoc aBoKopaquor anroplrrMa.
Pa-rnarparsa H reHepanHr,r 3arJbf.{ul, o rtpHKa3aHr.rM pe3ynrarnMa y aonropcnoj Ar,rcepraqr.rj r.r rarll cy Ha
:carr.rou rpajy nocJreArLe rrase. AHa.[r4supaua je uoryhrrocr gerfuuucama qrrraBe Ic'race ABocMepHr4x I] ABoKopaqHIrx
MeroAa 3a pa3irrrqure E36ope Kopaxa rr Be(Topa flpaBrla rao u uoryhuocrll AereKToBarra aeher 6poja ueroga re
,Knace. y oBoM Aeny cy r.r3Herrr r{ HeKr rrpeAno3rr 3a Aa,Ba Ircrpaxuaan a ra pa:noj clr.r.rurax y6pasu[x repar Bulrx
Huro ocroaprlnar+a rocraBJbeglrx q4.pera us np4jare .qoKropcKe ancepraunje (dg 2A0 Pe,ru)
---^^--^....:^ :^^-^ --^,,..^*^-- ^ ,,<-^^.,,.-, 
-^-..
:I{u:r ucr"parrunarm ypa4jeue aorropc(e gucepraquje jecre npoyvaaarse y6psauux rpa4ltjeuruux uero4a
6e:yclonne onruuz:aquje rao u y6p:auux rpanujeErHl.Ix naero4a xoju y caojuu $opuylaqrjainra ca.4pxe unlr ABa
Rer.Tona finAr\fia uflu rlBa rnlenar]aRHa ronara- Peqvlratll oBor llcrDaxlrBatla cv vHarrDerl4Jrr4 nocroighg v6osaugB xrop  tpaBu  vtt a a {r p rrB  p x . :yr: ru : Ircrp :8 6" ly !::p"y:: l:"rq,*: ry:1:
rpaAr.rj eHTHe MeroAe ta yo[rxraJrrr ruacy y6p3aHr.rx nrepaqraja 3a pelnaBarle npo6relra HeiILIHeapHe 6e:ycroane
o[Tr.rMr.l3aqr.rJ e.
6rpnnuOrnopuru cy ce HoBr.r npaBqn npoyqaBae a u HaJraxarra e$r.rracnux y6psaHr.rx rreroga 6eryc;ronue.
onru*rusaquje. Ca rtm,r y re:u tforycu cy craBJLeHIr Ha cneAehe 3aAarKe:
o Ana,rn:a nocrojehux u rpoHaJror(eme uorux y6p:arux MeroAa HeJIIrHeapHe 6e3ycroBHe onrulrusaquje;
o flerpunucare uonux y6p:auux r.rreparr.rBHrrx reMa 3a pe[raBarbe sa4ar:arca 6esyclonue onruursaquje;
o Koncrpyucame e0uraqrrx y6prauzx ABoropaqHfix LI ABocMepHr4x I{reparEBHI4x MoAeJIa Kao Ir anroplrraMa 3a
6e:ycnonuy onrnltu:aquj y;
o Hyrrlepuqro eKcleprrMeHTa:rHo recrrrparre HoBrix I{ nocrujehux lro4erla Kao Ir EI{xoBo ynopefunane;
e Aua,ru:a lroryhnoc:rra aa,rer no6orsmaBarsa KapaxTepucura y6psanux r.r y6psanux AroKopaqHllx Ir ABocMeplrlx
ueroAa onruruu:aquje.
Bpe4uoaa*e sxauaja u uayruor .qonplrHoca pe3yJlrara alrceprauraje (r)o ? Q0 pe'1u)
crpalxr{Barsa roja cy 6r.r:ra HeorrxoAHa 3a r43paAy AoKTopcKe re3e rroA Ha3I{BoM "flnocuepnrl u.qBoKoparluu
3.
uero4u sa 6e:ycJroBHy onruMll3aulrjy" ocrnapuna cy cregehl Hayqllli AoIIpI.rHoc:
AHa,'ru:a Ir cl.rcreMarH3auuj a rpaarajeurHux Merona HenlIHeapHe 6erycloaue onrruHrauNje.
I4zasajatse KJrace u anuruga KapaKTeprrcrrr(a y6prauux rpa.4r'rjenrnrx MeroAa
ouruur.rsaquje.
.{e$uuucane u (oucrpyl{ciube HoBItx y6p3aHux aBoKopaqHI'Ix Ir ABocMepHrrx
rpaArrj eHTHrix MeroAa HenllHeapne 6esycronue onruurasaquje.
flo6o.nrualre Kapaxreplrcrlrra nocrojehux rpa4{jeurHl'Ix y6psanux MeroAa y
6esycaonne
r.rTepaTr.rBHIlx
6esyc:ronuoj4.
5.
ONTIIMII3AIII{II.
K:racn$uraquja y6p:anlrx aBoKopaqHux I.i aBocMepHlrx I'ITeparrrBHI.rx
He,ruHeapuoj 6erycnoauoj onruri.lurauuj r.
llpeg:ror 3a KoHcrpylrcarre HoBLIx lro4ela y6p:aulrx ABoKopaqHr{x H
rpa4rajeuruux ueroAa ca qLIJEeM ocrBapr{Balla Irlro nehe e@uracnocru.
rpagujenruux MeroAa y
ABOCMepHTTX IrTepaT BHr4X6.
Oqeua cauocraruocru HayqHor paAa Itan4u.qara (r)o 100 ltt"rrr)
KanAlrAarrur,a j e ca BUcoKLIM crerleHoM caMocraJIHocrrr, !i npfinltKoM IicrpxuBaE a LI uprrJroKoM IBpaAe HayqHor
pa,ua, ocrBaprina nocraBJr,ene 3aAarKe. Jegira og nompga je u cauocra,ru[ paA o6jaBreHy rlacoflficy xareroprje
M2
Ha ocHony aerarHor nperneaa [peAJ]oxene .EoKTopcxe gucepraquje 14 HanpeA r{3noxeuor, Kouucuja :ax,'lylyje
c;re,4ehe:
. CaapNaj ypalene 4ucepraquje o.qronapa ua3r.rBy r{ qrrJr,eBrrMa npe.unoxeulru y npnjaslr auceprauraje;
o Me'roAonoruja pa3Marparia u :.zrsr,atarsa cagpxaj a gucepraquj e je Ha oAroBapajyheM HayqHoM HI4 Boy;
. npunoxeHa aoKropcKa axcepraur-rja npe.acran,'l,a caMocranaH u opurl4 HanaH .[onptrHoc Hayu . turo je
nepurfuronauo o6jao.rsunarreu 2 paAa r<areropuje M21, o.q rojraxjejegau caMocraJlaH par KzlHArrAara, Kao I4
ABa pa,qa KareropvJe M24 u qerlrpu paAa (areropuj e M33.
Ha ocuoey cBera rr3JroxeHor, Kolmcuja cuar"pa ll ca 3aAoBo,IbcrBoM flpeAnxe Hacranno-nay.ruou eehy
fipupoglro-nareMarur{(or $ar<y:rrera y Humy, Aa pa,q rau.ul'IAara Murene llerponllh, IIoA Ha3HBoM
.{noc*repnu rr ABoKoparrHrr y6ptanu uero.qlr:a 6eryc.noruy onruuu:aqujy nprrxBarrr (ao Ao(Topc(y
grcepraqujy u no3oBe I{aHAI{Aara Ha ycMeHy u jaeHy oa6pauy.
KOMI{CI,IJA
rpoib.Ap Baa4uurlp Pa:coueruh, peAoBHr{ rpo$ecop
np{.ap npenpar Craxunnporuh. pe.[oBHt't nporfecop 
. 
MeHrop. qnaH (.-- (_. ...r.{.
paqvsaocre uavre flpupo4uo MareMarHqKH $ar<y:rrer
' Yuuseprrrera y Huruy
(llu\,rrr o6-lircr) (\'clltHorlll \ rioioi.iclarroc.tctl)
Ilornuc
Marelraruxa flpupo4lro MareMarr{qr[ $ar<ynterYulrnep:urera y Huruy
iYcrirrona 1' no joi ir rarroc.rerr)
3.
(I lx\,[[ oiijacr)
I4 MECTO:
30.t2.2014.