Parallel Algorithms and VLSI Structures for Median Filtering of Images in Real Time
|
|
- Noah Short
- 5 years ago
- Views:
Transcription
1 Inernaonal Journal of Advanced Research n Compuer Engneerng & Technology (IJARCET) Volume 3 Issue 8 Augus 204 Parallel Algorhms and VLSI Srucures for Medan Flerng of Images n Real Tme Ivan Tsmos Dmyro Peleshko Ivan Izonn Absrac The mos asks of he dgal mage processng requre he mplemenaon of he medan fler n real-me provdng he consrans n erms of he sze and power consumpon The parallel algorhms and srucures for he realzaon of he medan fler whch focused on VLSI echnology are dscussed n hs arcle The auhors formulaed he requremens for he medan fler devces of mages n real me where one of he ways o ensure hem s he hardware mplemenaon of he medan fler wh he exensve use of he dmensonal and emporal parallelzaon and consderaon of recen advances n VLSI echnology Moreover he parallel algorhms of he medan fler for VLSI mplemenaons are analyzed and developed Also he medan fler devce based on hese algorhms s developed and paened where he nroducon of new elemens and relaonshps among hem provdes he performance ncrease n comparson wh he smlar devces The srucures and analycal expressons for evaluang he maor characerscs of he medan fler devces (equpmen coss calculaon me of he medan effecveness) are bul The srucure of conveyor devce s he fases and he mos effecve by he crera of he equpmen use among he consdered srucures of medan fler devces Index Terms bwse comparson mehod nseron sor mehod medan fler devce parallel algorhms VLSI srucures I ITRODUCTIO The mehods and ools for dgal sgnal and mage processng are wdely used n varous felds such as conrol heory medcne varous arfcal nellgence sysems and communcaons facles oher Due o he rapd developmen of echncal means o compeveness requre fas and effcen analyss of sgnals and mages her ransmsson here s a sgnfcan ncrease of he requremens for he processng of dgal mages Complcaons of mahemacal ools for mage analyss makes necessary o mprove exsng and develop new mehods and hgh-speed processng devces ha wll be mee he crera (hardware complexy speed ec) requred by he appled feld of applcaon Manuscrp receved Aug 204 Ivan Tsmos Auomaed Conrol Sysems Deparmen Lvv Polyechnc aonal Unversy Lvv Ukrane Dmyro Peleshko Publshng Informaon Technologes Deparmen Lvv Polyechnc aonal Unversy Lvv Ukrane Ivan Izonn Publshng Informaon Technologes Deparmen Lvv Polyechnc aonal Unversy Lvv Ukrane The selecon useful nformaon from mages whch dsored n dfferen ways s he prmary ask whose soluon s ncreasngly used complex nonlnear flerng echnques ncludng medan fler The purpose of arcle s o develop algorhms and VLSI srucures for medan fler o mprove he rao of performance / hardware coss for echncal devces of sgnal and mage processng for he sysems of arfcal nellgence II MEDIA FILTERIG O THE BASIS OF THE ISERTIO SORT METHOD The srucure of he medan fler devce n real me depends by he frequency of recep numbers and he number of npu channels The conveyer devce wh parallel or sequenal mplemenaon of algorhms s wdely used for quck medan flerng Medan calculaon on he bass of compleely parallel devces s redundan Reduce redundancy can by use of sreamng-conveyor devces wh conssen mplemenaon of algorhms In hese devces calculae of he medan s reduced o he execuon parwse sequence comparson and permuaon of numbers Analyss mehods of sorng shows ha he mos approprae mehod for sreamng-conveyor mplemenaon of medan flerng s nser sor mehod feaure of whch s small me of resul formaon [2] Based on hs mehod we developed a modfed algorhm of medan flerng whch s orened on VLSI mplemenaon [3] Ths algorhm s mplemened based on smulaneous execuon of dencal basc operaons Based on he hardware mplemenaon he basc operaon s realzed by he one processor elemen (PE) The basc operaon of algorhm of he medan flerng s carred ou n wo sages In he frs sep compares he number of В and he number of hs supplemen А ha s sored n PE ( = 2 ) wh he new number of В Н and number of hs supplemen А Н and he resuls of hs comparson are formed by he formulas: 0 when BH B PB () when BH B 0when AH Α PY when AH Α ф (2) where PВ і PY - nformaon on he oupus of he comparson scheme (comparaor) respecvely numbers and dgs of supplemen In he second sage by he resuls for each comparson PE deermned he number В * and he number of hs supplemen А * whch wll be sored here Defnons for each PE number В * and hs numbers ISS: All Rghs Reserved 204 IJARCET 2643
2 Inernaonal Journal of Advanced Research n Compuer Engneerng & Technology (IJARCET) Volume 3 Issue 8 Augus 204 supplemen А * when he number of devces wll be pre-sorng so ha he maxmum s sored n PE and he mnmum - n PE occurs by he formulas: B H when у PB PB PB- PB- PB у -= x B - when PB- у- B B + when у - PB PB PY B when PB PY у - PB у - (3) A x A H when у PB PB PB- PB- PB у -= A - when PB- у- A + when у - PB PB PY A when PB PY у - PB у - (4) where -Y=PY 0 PY PY 2 PY - PY 0 =0 Scheme of he conveyor-sreamng medan flerng devce n whch medan s calculang based on he nseron sor mehod s shown n Fg where Pr - regser; PE - processor elemens; TI - npu for ac mpulses TI The peculary of he consdered srucures s he ably o change sze of he flerng "wndow" hrough seral connecon requred numbers of PE A he same me flerng does no depend on he sze of he "wndow" bu depends on he execuon me of basc operaons whch s: T = Рг + СS+ Км + CCS where Рг СS Км CCS - he response me respecvely by he regser comparson scheme commuaor and conrol commuaor scheme The dealed scheme of he developed and paened medan fler devce can be seen n he nex secon AH BH B Kм B Pг B СSB PB B- B+ B CCS PY A Kм A Pг A PB- СSA A- A+ PB+ A y- PЕ Pr BH Pr AH y PЕ PЕ m+ PЕ med Fgure 2 Scheme of he processor elemen of medan flerng devce whch based on he nseron sor mehod The hardware cos of he medan fler devce based on he nseron sor mehod equals: W = 2 W +W W +W 2W 2W КМ Рr СS СCS Рr Pr where W КМ W Рг W СS W СCS - hardware coss for mplemenaon of devce respecvely by he commuaor regser comparson scheme and conrol commuaor scheme Fgure Algorhmc scheme of he one-dmensonal medan flerng devce whch based on he nseron sor mehod In each ac of work n regsers Pr BH and Pг AH s recorded respecvely new number B Н and he number of hs supplemen A H umbers B Н and A H fed o he npus of all PE Scheme PE shown n Fgure 2 where Kм - commuaor; CS - comparson scheme; CCS - conrol commuaor scheme In each PE usng dagrams СS B and СS A performed comparng numbers B and A wh numbers B H and A H accordng o he formulas () and (2) and are formed her resuls Resul of compare from he oupu of he CS B and CS A processor elemens PЕ - PЕ and PЕ + one comng o he npus of he conrol commuaor scheme PE where conrol commuaor sgnals Kм B and Kм A formng accordng o formulas (3) and (4) Dependng on hs sgnal on he commuaor oupu Kм B (Kм A ) can come eher В Н (А Н ) or В (А ) or В - (А - ) or В + ( А + ) III MEDIA FILTER DEVICE WITH FILTER WIDOW SIZE BASED O THE ISERTIO SORT METHOD Based on he above mehod medan fler devce n he flerng wndow sze m was developed and receved a paen for an nvenon [5] Smlar devces [678] have several dsadvanages whch makes necessary o develop new mage processng echnques n real me For example medan flerng devce [6] conans 2m regsers where (2m ) - number of elemens of sorng n a gven flerng 2 wndow 5( m m) comparson of nodes each conssng of comparson scheme and wo schemes "AD-OR" However hs devce for s realzaon requres large hardware cos and has a low speed whch s deermned by he me of work (2m ) comparson scheme and (2m ) elemens "AD-OR" Closes o he proposed devce s he medan fler devce [7] conanng m regsers where m - wndow sze m adders 2 ( m m) \ 2 m nodes of comparson decoder and ISS: All Rghs Reserved 204 IJARCET 2644
3 Inernaonal Journal of Advanced Research n Compuer Engneerng & Technology (IJARCET) Volume 3 Issue 8 Augus 204 mulplexer However hs devce has a low speed execuon medan flerng whch deermned by he perod of recep of daa dependng on he me of operaon of he regser comparaor adder decoder and mulplexer and s calculaed as follows: f Рг СS SYM D М where f - flraon perod Рг - he me of recordng n he regser СS - he operaon me of comparson scheme SYM - he operaon me of adder D - he operaon me of decoder М - he operaon me of mulplexer In FIG3 s a block dagram of he proposed medan fler devce n FIG 4 shows he node comparson scheme where: - nformaon npu; 2 - npu regser; 3 - node of comparson; 4 - regsers; 5 - comparson node ; 6 - ou of medan; 7 - commuaor; 8 - comparson scheme m (m+)/ (m+)/2 5m 6 Fgure 3 Scheme of he medan flerng devce wh he fler wndow of sze m Fgure 4 Scheme of node of comparson n proposed devce ISS: All Rghs Reserved 204 IJARCET 2645
4 Inernaonal Journal of Advanced Research n Compuer Engneerng & Technology (IJARCET) Volume 3 Issue 8 Augus 204 Ths devce provdes performance of medan flerng wh ac: Рг СS Км where Рг - Рг - he me of recordng n he regser СS СS - he operaon me of comparson scheme Км - he operaon me of commuaor IV MEDIA FILTERIG O THE BASIS OF THE BITWISE COMPARISO METHOD One of he medan flerng algorhms on he bass of he bwse comparson mehod s algorhm where medan s calculaed sequenally b from b begn from hgh b Calculaon each b of medan mplemens n wo seps In he frs sep we calculae і-h value where =2n b of medan as: y x m when when 0 x m where x - -h rank of he -h number In he nex sep dependng on he value of y s done modfcaon nex bs as follows: k k m (5) x x y x y x y x (6) where k=+ n The srucure of devce ha mplemens hs algorhm s shown n Fg 5 where MI A - many npus adder; SMR - scheme of modfcaon bs PЕ PЕ + Pr n + Pr 2 n + Pr n + Pr m - MI A SМР SМР 2 SМР СS PЕ n med Fgure 5 Srucure of medan fler wh conssen calculaon of medan bs The devce consss of n dencal PE for each of hem s calculaed one b of medan y wh he formula (5) and s modfed nex b of numbers wh he formula (6) Medan value s obaned a he oupu PEn afer passng hrough all he numbers of PE The devce works on he conveyor prncple wh ac whch s: T = рг BСM СS СМD where BСM СS СМD - he operaon me accordng of one-b -npus adder of comparson scheme and of scheme of modfcaon bs The hardware cos for mplemenng medan fler s: W = n W +W +W +W +W 2 рr СМD BСM СS Рr where W BСМ і W СМD - hardware mplemenaon coss accordng for -npus adder and for scheme of modfcaons of bs Anoher mehod of calculang medan of he "wndow" sze =2m+ numbers are fndng as he number of A med for whch m are negers greaer han or equal A med and he same numbers less or equal o A med Calculae he medan of hs mehod s o perform smlar operaons m+ Each operaon nvolves deermnng he maxmum number A pmax n he "wndow" where p=m+ and subsequen modfcaon numbers n hs "wndow" Calculae he maxmum number of A pmax performed by consecuve comparng he bs of all he numbers sarng wh he eldes For each comparson we oban -h b of he maxmum number whch calculaon by he formula: p max p A x y y p (7) where y - -h b of he -h conrol elemen of p-h array Formaon of he -h b ( +)-h of conrol elemens for p-h array s done as follows: y( ) p ( Ap max x ) yp (8) ISS: All Rghs Reserved 204 IJARCET 2646
5 Inernaonal Journal of Advanced Research n Compuer Engneerng & Technology (IJARCET) Volume 3 Issue 8 Augus 204 Afer calculang maxmum number he array modfcaon occurs whch s excluded hs number from he furher process calculaons Ths excepon s made by nverson of he -h bs of n-h conrol elemen: y p пр Ths fler (Fg 6) s mplemened a he (m+) seres-conneced PE each of whch performs a calculaon of y he maxmum number A pmax PE s mplemened on an array of dencal cells xn comparson cell (CP) (Fg 7) Each column of cells CP CP calculaed accordng o he formula (7) he value of -h b maxmum number of A pmax and are formed accordng o formula (8) value (+)-h conrol elemen CP s mplemened on he bass of logc elemens I OR I-o PЕ PЕ Pг PЕ 2 m+ Pг 2 Pг Pг Fgure 6 Scheme of medan fler based on bwse comparson med CP CP 2 CP n CP 2 CP 22 CP 2n CP CP 2 CP n Fgure 7 Scheme for PE of medan fler based on bwse comparson Medan fler can operae n asynchronous and synchronous modes CP schemes for sngle-cycle and conveyor medan fler devces are shown n Fgure 8 a b ISS: All Rghs Reserved 204 IJARCET 2647
6 Inernaonal Journal of Advanced Research n Compuer Engneerng & Technology (IJARCET) Volume 3 Issue 8 Augus 204 x x Tr y p y + p y p C Tr y + p а) b) Fgure 8 Cells comparson scheme: a) sngle-cycle un; b) conveyor devce C In asynchronous mode medan compuaon s done n one ac equal o: T30 3( m ) n where - he operaon me of logc elemen "I" Hardware coss for sngle-ac s medan fler s equal o: W30 3( m ) nw where W hardware coss of he logcal elemens of ype I OR I-OT To ensure he operaon of he medan fler n he synchronous mode s requred n each CP o nclude addonal rggers (Fg 8 B) In synchronous mode medan fler wll operae on a conveyor prncple wh ac equal: T3 k Tг 3 where Tг - he operaon me of rgger Hardware coss for such medan fler are equal o: W3k ( m) n( WTг 3 W) where W Tг - hardware coss for he mplemenaon of he rgger The man componens of he developed srucures of medan fler are regsers swches comparaor and adder The mos approprae s o mplemen developed srucures n he form of VLSI The un of measuremen for equpmen s advsable o logc gae whch s he elemen of nex ype: nverer I OR and o assess emporal parameers - laency logc gae To evaluae he performance of he developed srucures of medan flers used daa on coss and laency of basc componens ha are lsed n [4] Based on hese daa for each of he srucures we developed analycal expressons for calculang he cos of equpmen and me calculaon of medan whch are lsed n he Table where n - dg numbers; = 2m + - he sze of he "wndow" For comparson of developed srucures nroduced esmaon of effcency use of equpmen whch defned as: E WT where: W - equpmen coss for medan fler n valves logcal gaes; T - me for medan calculaon V EVALUATIO FOR THE DEVELOPED STRUCTURES OF MEDIA FILTERS Table Analycal expressons for evaluaon of he man characerscs of he developed srucures for medan fler devces Type of srucure The cos of equpmen (logcal gae) The me of calculang he medan (-gae) Effecveness Fg W =(56n+20)+4n T =(3log 2 n+8) Е =/(3log 2 n+8) [(56n+20)+4n] Fg3 W 2 =9n 2 +0n 2 +8 T 2 =(7log 2 +3log 2 n+5) Е 2 =/(7log 2 +3log 2 n+5) [9n 2 +0n 2 +8] Fg6 W 3o =5 2 n W 3k =4 2 n Graph of he dependence of he effcen use of equpmen from he sze of he "wndow" for n = 8 are shown n Fgure 9 where E E2 - effecve use of equpmen for he devces whch are shown n Fgure Fg 3; E3k E30 - effecve use of equpmen for he devce whch shown n Fg 6 respecvely for conveyor and sngle pulse modes T 3o =5n T 3k =6 Е 3o =/(5n)(5 2 n) Е 3k =/24 2 n The graph shows ha he mos effecve use of he equpmen by he srucure conveyor devce such s shown n Fgure 6 ISS: All Rghs Reserved 204 IJARCET 2648
7 2_ 5_ 9_ 3_ Inernaonal Journal of Advanced Research n Compuer Engneerng & Technology (IJARCET) Volume 3 Issue 8 Augus E E2 E E30 E3k Dr Ivan Tsmos s Professor a Lvv Polyechnc aonal Unversy Ukrane He has publshed more han 00 papers n nernaonal and naonal scenfc ssues and ournals and several books He has auhored more han 80 paens for nvenons and uly models Hs scenfc neress are synhess neural neworks of real-me based on VLSI srucures for sgnal processng n roboc sysems Fgure 9 Graph of he effecve use of equpmen dependng on he sze of he wndow VI COCLUSIO Modulary regulary localy es and parallelsm are he feaures of algorhms and VLSI srucures for medan fler developed n he arcle The applcaon of ppelnng and parallel processng n he desgn of VLSI srucures of medan fler acheves hgh performance Developed and paened medan fler devce exceeds examned analogues n runme of operaons medan flerng wh wndow sze m Among he consdered srucures and devces for medan fler fases and mos effcen use of he equpmen s he conveyor srucure of he devce where medan s deermned by he mehod of he bwse comparson as he number of Amed for whch a "wndow" of sze s /2 numbers greaer or equal A med and he same number smaller or equal o A med REFERECES [] Hrysyk V (988) Parallel processng: Hgh Performance Sysems Parallel processng of nformaon Kev: aukova Dumka [2] Tsmos I Bayuk A Algorhms and daa sorng conveyor devce n real me Vsnyk aonal Unversy "Lvv Polyechnc" [3] Rashkevych Y Tsmos I Bayuk A Fas algorhm and VLSI medan fler srucure Proceedngs of he conference "Drukoeh 96" [4] Tsmos Ivan "Prncples for he developmen and evaluaon of he man characerscs of hgh-performance processors for very large scale negraed crcus " Vsnyk aonal Unversy "Lvv Polyechnc" 349: [5] Y M Rashkevych IG Tsmos DD Peleshko IV Izonn Medan flerng devce UA Paen Aprl [hp://uapaenscom/ prsr-medanno-flrach ml ] [6] Vshenchuk I and V Cherkassky Algorhmc operang devces and supercompuers Kev: Technology 990 [7] Palagn Alexander Reconfgurable compung sysems Fundamenals and Applcaons Kev: Prosva 2006 [ISB ] [8] AL Pereversev One-dmensonal medan fler wh a modular archecure RU Paen July [hp://bdpaensu/ /pa/servl/servleb397h ml] Dr Dmyro Peleshko s Professor a Lvv Polyechnc aonal Unversy Ukrane He has publshed more han 00 papers n nernaonal and naonal scenfc ssues and ournals and he s he auhor of several monographs Hs scenfc neress s dgal mage processng for he sysem of arfcal nellgence He also s a supervsor of four asprans Mr Ivan Izonn s a PhD suden a Lvv Polyechnc aonal Unversy Ukrane He has MSc degree n Auomaed Conrol Sysems and MSc degree n Economc Cybernecs He has publshed several papers n scenfc ournals and has parcpaed n varous nernaonal and naonal conferences Hs research work basedon mprove he qualy of dgal mages ISS: All Rghs Reserved 204 IJARCET 2649
Multi Product Dynamic Lot-Sizing with Supplier Selection under Quantity Discount and Budget Constraints
Inernaonal Journal of Appled Engneerng Research ISSN 0973-4562 Volume 13, Number 2 (2018) pp. 1373-1380 Research Inda Publcaons. hp://www.rpublcaon.com Mul Produc Dynamc Lo-Szng wh Suppler Selecon under
More informationCross-Language Question Answering by Multiple Automatic Translations
Cross-Language Queson Answerng by Mulple Auomac Translaons Sabano Larosa, Sefano Rovea Dp. Informaca e Scenze dell Informazone, Unversà d Genova, Ialy 2000s036@educ.ds.unge., se@ds.unge. Paolo Rosso Dpo.
More informationMore on finding a Single Number to indicate Overall Performance of a Benchmark Suite
More on fndng a Sngle Number o ndcae Overall Performance of a Sue Lzy Kuran John Elecrcal and Compuer Engneerng Deparmen The Unvery of Texa a Aun ljohn@ece.uexa.edu The opc of fndng a ngle number o ummarze
More informationCITY OF LOS ANGELES (NTER-DEPARTMENTAL CORRESPONDENCE OPERATIONS AND MAINTENANCE RESPONSIBILITIES FOR THE LOS ANGELES RIVER
FORM GEN. 160 (Rev. 6-60) CTY OF LOS ANGELES (NTER-DEPARTMENTAL CORRESPONDENCE November 26, 2018 DATE: TO: Honorable Members of he Councl FROM: Sharon M. Chef Legslave Analys Rchard H. Llewellyn Jr. Admnsrave
More informationMULTI-OBJECTIVE HYBRID OPTIMIZATION (DA-AL) FOR EFFICIENT JOB SHOP SCHEDULING
Inernaonal Journal of Advanced Research n Engneerng and Technology (IJARET) Volume 9, Issue 4, July-Augus 2018, pp. 234-247, Arcle ID: IJARET_09_04_025 Avalable onlne a hp://www.aeme.com/are/ssues.asp?jtype=ijaret&vtype=9&itype=4
More informationKinematics and Dynamics Simulation Research for Roller Coaster Multi-body System Gening Xu a, Hujun Xin b, Fengyi Lu c,mingliang Yang d
Advanced Materals Research Vol. 4 (0) pp 7-80 Onlne avalable snce 0/Dec/0 at www.scentfc.net (0) Trans Tech Publcatons, Swtzerland do:0.408/www.scentfc.net/amr.4.7 Knematcs and Dynamcs Smulaton Research
More informationPurchasing Power Parity and Half Life: Another Look
Inernaonal Journal of Busness and Socal Scence Vol. 2 No. 9 [Specal Issue - May 2011] Purchasng Power Pary and Half Lfe: Anoher Look Gl Km (Correspondng auhor) Asssan Professor Deparmen of Economcs, Calforna
More informationModelling International Tourist Arrivals to the Five Major Spanish Destinations
Modellng Inernaonal Tours Arrvals o he Fve Major Spansh Desnaons Álvares, G., S. Ho and M. McAleer Research Deparmen, Bank of Span Deparmen of Treasury and Fnance, Wesern Ausrala School of Economcs and
More informationDiagnosis of Opisthorchiasis by Enzyme Linked Immunosorbent Assay Using Partially Purified Antigens.
Asan Pacfc Journal of Allergy and mmunology (199) 8 : 27-31 Dagnoss of Opshorchass by Enzyme Lnked mmunosorben Assay Usng Parally Purfed Angens. Nlaya Poopyruchpong 1, Vlhoon Vlyananl, E.S. Upaham 1 and
More information4-8 Ramadan Nayyara Banqueting, Conferences & Exhibitions Center
Nayyara Banqueng, Conferences & hbons Cener Abou he 16 h Layal Ramadan hbon Togeher we seek o hghlgh he dsncon of Saud women n enrepreneurshp and economy. A Nayara we work ogeher o advance developmen,
More informationECONOMICS AND POLITICS: INTEREST RATE CONVERGENCE IN EUROPE AND EMU. by Livio Stracca * Abstract
ECONOMICS AND POLITICS: INTEREST RATE CONVERGENCE IN EUROPE AND EMU by Lvo Sracca * Absrac Ths paper ses ou o explan he move of long-erm neres raes n Europe oward convergence wh he Deusche Mark n he perod
More informationAirport Apron Capacity Estimation Model Enhancement
Avalable onlne at www.scencedrect.com Proceda Socal and Behavoral Scences 0 (011) 1108 1117 14 th EWGT & 6 th MEC & 1 st RH Arport Apron Capacty Estmaton Model Enhancement Bojana Mrkovc a,* a Unversty
More informationA Note on a New Weighted Idiosyncratic Risk Measure
www.sciedu.ca/ijfr Inernaional Journal of Financial Research Vol. 5, No. 3; 14 A Noe on a New Weighed Idiosyncraic Risk Measure Yin-Ching Jan 1 1 Deparmen of Disribuion Managemen, Naional Chin-Yi Universiy
More informationGovernment of Kerala. Department of Factories And Boilers Boiler Operation Engineers' Examinationo July 2012 Paper-1 Maximum:100.
Government of Kerala gco At 9 Department of Factores And Bolers Boler Operaton Engneers' Examnatono July 2012 Paper-1 Maxmum:100 Part-A (Answer all questons) Each queston carres 5 marks,1. What are the
More informationPRELAB: FORCES AND MOTION
p. 1/7 PRELAB: FORCES AND MOTION 1. Skech Predicion 1-1 on he axes a he righ. Explain he reasoning behind your acceleraion graph. Predicion 1-1 velociy + acceleraion - scalke reading 2. Draw he free body
More informationHob EX8..LY... en Instruction manual
Hob EX8..LY... Insrucon manual 2 Ø = cm no c u r si n l Table of cons 8 Inded use............................. 4 ( Imporan safey nformaon............... 5 z aunam Keep warm funcon......................
More informationWP/15/227. Macrofinancial Analysis in the World Economy: A Panel Dynamic Stochastic General Equilibrium Approach. by Francis Vitek
WP/15/227 acrofnancal nalyss n he World Economy: Panel Dynamc Sochasc General Equlbrum pproach by Francs Vek IF Workng Papers descrbe research n progress by he auhor(s) and are publshed o elc commens and
More informationThe effect of the High Aswan Dam on the hydrological regime of the River Nile
The nfluence of man on the hydrologcal regme wth specal reference to representatve and expermental basns L'nfluence de l'homme sur le régme hydrologque avec référence partculère aux études sur les bassns
More informationUser Manual. If you have any issues or questions, please contact us via
User Manual ImporApplances.com Thanks for choosng ImporApplances for your kch applance purchase. We hope you are joyng he convce, qualy and affordably of your new applance. If you have any ssues or quesons,
More informationMAY 10 Rev A
TERMASHIELD* Ferrule Crmpng Des for Tools 59500 and 69270-1 408-1662 26 MAY 10 PROPER USE GUIDELINES Cumulatve Trauma Dsorders can result from the prolonged use of manually powered hand tools. Hand tools
More informationStudy on the economic disparity and convergence of urban agglomeration in the middle reaches of the Yangtze River
2017 4th Internatonal Conference on Busness, Economcs and Management (BUSEM 2017) Study on the economc dsparty and convergence of urban agglomeraton n the mddle reaches of the Yangtze Rver Chao Wen, Jngjng
More informationOptimal Control. Lecture 6. Prof. Daniela Iacoviello
Opmal Cnrl Lecure 6 Pr. Danela Iacvell HESE SLIDES ARE NO SUFFICIEN FOR HE EXAM: YOU MUS SUDY ON HE OOS Par he sldes has been aken rm he Reerences ndcaed belw Pr. D.Iacvell - Opmal Cnrl 03//07 Pagna Curse
More informationSpecialist's Factual Report of Investigation Cockpit Voice Recorder
nondsclosure NATIONAL TRANSPORTATION SAFETY BOARD Vehcle Recorders Dvson Washngton, D.C. 20594 Aprl 30, 2002 Specalst's Factual Report of Investgaton Cockpt Voce Recorder NTSB Number: DCA0MA064 A. EVENT
More informationInternational Review of Business Research Papers Vol. 3 No. 3 August 2007 Pp The Determination of Load Factors in the Airline Industry
Inernaional Review of Business Research Papers Vol. 3 No. 3 Augus 2007 Pp. 189-197 The Deerminaion of Load Facors in he Airline Indusry Hashem Salarzadeh Jenaabadi* and Noor Azina Ismail** Load facor is
More informationExchanging values of unsold seats with airline alliance partners in a competitive environment
Exchanging values of unsold seas wih airline alliance parners in a compeiive environmen Alyona Michel 1,2 and Peer P. Belobaba 1 1 Massachuses Insiue of Technology Cambridge, Massachuses 2 oneworld Airline
More informationAirport Charges for 2017 Consultation Document
Heahrow Airpor Airpor Charges for 2017 Consulaion Documen Dae: 05 Augus 2016 Prepared by: Heahrow Airpor Limied 1 Conens Execuive Summary... 3 Chaper 1 Inroducion and Consulaion Programme... 4 Chaper 2
More informationAllyn D. Rifkin, PE Rifkin Transportation Planning Group
Allyn D. Rfkn, PE Rfkn Transportaton Plannng Group 4455 Los Fclz Boulevard, Sute 1403 Los Angeles, CA 90027 (323) 664-2805 [t] (323) 697-1594 [cj May 1,2017 Rob Glushon Luna & Glushon 16255 Ventura Blvd,
More informationFamily Figures A380 A350 A330 A320. July 2017 Edition
Family Figures July 2017 Ediion A380 A350 A330 A320 Payload and range Typical seaing Max seaing Orders and deliveries End of June 2017 Range - nm Orders Deliveries Cusomers A320 Family 13,243 7,660 297
More informationCharacteristics of a Well Clear Definition and Alerting Criteria for Encounters between UAS and Manned Aircraft in Class E Airspace!
National Aeronautics and Space Administration Characteristics of a Well Clear Definition and Alerting Criteria for Encounters between UAS and Manned Aircraft in Class E Airspace! NASA Ames Research Center
More informationLong Term Preventive Generation Maintenance Scheduling with Network Constraints Ali Badri a*, Ahmad Norozpour Niazi b, Seyyed Mehdi Hoseini c
Avalable onlne at www.scencedrect.com Energy Proceda 14 (2012) 1889 1895 ICAEE2011 Long Term Preventve Generaton Mantenance Schedulng wth Network Constrants Al Badr a*, Ahmad Norozpour Naz b, Seyyed Mehd
More informationTRAFFIC IMPACT STUDY. for TOLLGATE VILLAGE. Thompson s Station, Tennessee. February 25, Prepared for:
TRAFFIC IMPACT STUDY for TOLLGATE VILLAGE Thompson s Staton, Tennessee February 25, 2015 Prepared for: MBSC TN HOMEBUILDERS, LLC 402 S. Gay Street, Sute 202 Knoxvlle, Tennessee 37902 Prepared by: RAGAN-SMITH-ASSOCIATES,
More informationbooked( checki GUESTFORROOM AND TAX.
Fr ontdes kpol c esandpr ocedur es Room t ypet hegues thas booked( 1bed,2bedorROH) Check nandcheckoutdat e HTBonusoffer ( whenappl cabl e) S ngl eusecr ed tcar d nf or mat ont obechar gedat check n Amountt
More informationAn Econometric Analysis of US Airline Flight Delays with of-day Effects
An Economeric Analysis of US Airline Fligh Delays wih Time-of of-day Effecs Chieh-Yu Hsiao Mark Hansen Naional Cener of Excellence in Aviaion Operaions Research (NEXTOR) Deparmen of Civil and Environmenal
More informationOpportunistic Maintenance in Aircraft using Relevant Condition Parameter based Approach
Opportunstc Mantenance n Araft usng Relevant Condton Parameter based Approach Hartha Saranga * Indan Insttute of Management Calcutta P O Box 16757, Alpore (Post) Calcutta 700 027, INDIA Emal:hartha@mcal.ac.n
More informationLinearization Technique and its Application. to Numerical Solution of Bidimensional Nonlinear. Convection Diffusion Equation
Appled Mahemacal Sceces Vol. 8 04 o. 5 74-750 HIKARI Ld www.m-hkar.com hp://d.do.org/0.988/ams.04.70 Learzao Techqe ad s Applcao o Nmercal Solo of Bdmesoal Nolear Coveco Dffso Eqao Marco Dosee de Campos
More informationMassachusetts Institute of Technology. Airport Systems Planning & Design
An Investgaton of Shared Gate Assgnment Case study n Termnal C of Boston s Logan Internatonal Arport nal Presentaton, 8 December 2009 Gerasmos Skaltsas An Investgaton of Shared Gate Assgnment Case study
More information,.,.,l ~. G!fl'&:EXCHANGE Q~~!~~!Q~_Q&~!~!Q~ on the granting of financial support for demonstration projects in the field of geothermal energy
( COMMSSON OF THE EU ROPEAN COMMUNTES "' JNJVERSJT~g~ PTTSBURG Lf.or 1hRES r ~r: ::1 '~s"'...,..).. }, : l""'./''',:,.,.,l ~. G!fl'&:EXCHANGE C(81) 1705 fnal Brussels, 16 November 1981 Q~~!~~!Q~_Q&~!~!Q~
More informationSmall Size Defected Ground Structure (DGS) Coupled Resonator Band Pass Filters with Capacitor Loaded Slot Using FDTD Method
WSAS TRANSACTIONS o COMMUNICATIONS Adel Abd lrahma Adel Ze lde Ahmed Abd lmoem esham Fah Small Se Defeced Groud Srucure (DGS) Coupled Resoaor Bad Pass Flers wh Capacor Loaded Slo Usg FDTD Mehod ADL ABD
More informationAirline Route Structure Competition and Network Policy
TI 2013-189/VIII Tnbergen Insttute Dscusson Paper Arlne Route Structure Competton and Network Polcy Hugo Emlo Slva Erk Verhoef Vncent van den Berg Faculty of Economcs and Busness Admnstraton, VU Unversty
More informationTheMAB. Homefront. July 2016 BUILDERS AFTER HOURS. July 12th
TheMAB Homefron July 2016 BUILDERS AFTER HOURS Norh Hll Frs Inernaonal Bank July 12h 2016 Board of Drecors EXECUTIVE COMMITTEE Presden: Phl Rsbrud K & R Conracng The MAB Homefron Vce Presden: Dawn Rasmussen
More informationPASSENGER TRIP DELAYS IN THE U.S. AIRLINE TRANSPORTATION SYSTEM IN 2007
Submied 2/08 Inernaional Conference on Research in Air Transporaion (ICRAT 2008) www.icra.org PASSENGER TRIP DELAYS IN THE U.S. AIRLINE TRANSPORTATION SYSTEM IN 2007 Guillermo Calderón-Meza PhD candidae
More informationTreatment of Malignant Pleural Effusions with Doxorubicin HydrochlorideContaining Poly(L Lactic Acid) Microspheres*
Treamen of Malgnan Pleral ffsons wh Doxorbcn HydrochlordeConanng Poly(L Lacc Acd) Mcrospheres Osam ke, MD; Yashko Shmz, MD; Shgek Hom, MD, FCCP; Ryoch Wada; and Yosho lkada, PhD For he reamen of malgnan
More informationTown of Twisp Council Minutes - 08/23/2016
Town of Twsp Councl Mnutes - 08/23/2016 Mayor ng-moody called the meetng to order at 5:31 pm. Councl Members present: Bob Lloyd Alan Caswell John Flemng Hans Smth Councl Member absent: Aaron Studen! Pledge
More information2008 Manchester Flats Cancelling Machine
2008 Manchester Flats Cancelling Machine A NEC (Nippon Electric Company) Flats Cancelling Machine was introduced at Manchester Mail Centre in late November 2008. Its purpose was to cancel all Flat items
More informationQuality Control. Ignacio Cascos Depto. Estadística, Universidad Carlos III 1
Qualty Control 5 Ignaco Cascos Depto. Estadístca, Unversdad Carlos III 1 Outlne 1. Introducton, control charts 2. Varables control charts (X-bar chart) 3. Attrbutes control charts (p and np charts) Ignaco
More informationVietnam Swim Mission APRIL JULY TOLL FREE MORE INFORMATION
Vetnam Swm Msson 15 28 APRIL 2017 1 14 JULY 2017 TOLL FREE 1300 554 654 MORE INFORMATION www.mssontravel.com.au n o s s M m w S Vetnam Travel to Vetnam and spend tme teachng vulnerable chldren how to swm
More informationFamily Figures A380 A350 A330 A320. July 2017 Edition
Family Figures July 2017 Ediion A380 A350 A330 A320 Payload and range Typical seaing Max seaing Orders and deliveries End of June 2017 Range - nm Orders Deliveries Cusomers A320 Family 13,243 7,660 297
More informationAsynchronous Query Execution
Asynchronous Query Execution Alexander Rubin April 12, 2015 About Me Alexander Rubin, Principal Consultant, Percona Working with MySQL for over 10 years Started at MySQL AB, Sun Microsystems, Oracle (MySQL
More informationEstimated Time of Arrival (ETA) Based Elevator Group Control Algorithm with More Accurate Estimation
Estmated Tme of Arrval (ETA) Based Elevator Group Control Algorthm wth More Accurate Estmaton Ayng Rong Unversty of Turu, Department of Informaton Technology, Lemmnäsenatu 14 A, FIN-20520 Turu, Fnland
More informationSuperCoat. Air Powered Airless Sprayer Mit Druckluft betriebenes Airless-Spritzgerät Pulvérisateur sans air pneumatique
GB D F Operatng manual Betrebsanletung...p. 6 Mode d emplo... p. 5 SuperCoat Ar Powered Arless Sprayer Mt Druckluft betrebenes Arless-Sprtzgerät Pulvérsateur sans ar pneumatque Models: 0556730W 0556745W
More informationOperating Instructions
EN Operatng Instructons Ol bolers Uno-3 / Mega-3 / Max-3 / Cosmo / ST-plus / Ttan-3 E Gas bolers CompactGas (1000-2800) / Cosmo alufer / ST-plus alufer Hoval Unted Kngdom Hoval Ltd. Northgate Newark Nottnghamshre
More informationKinematics Review Checklist
Kinemics Reiew hecklis Vecors n Sclrs 1.1.0 Gie exmples of ecors n sclrs; n recognize he ifference beween hem. Wh wo prs oes ecor he? Which of hese prs comprises sclr? mgniue n irecion Which of he following
More informationEstimating hospital inflation from routinely collected DRG data: Application to Swiss Hospitals
Esimaing hospial inflaion from rouinely colleced RG daa: Applicaion o Swiss Hospials Auhors: Hélène Chevrou-Séverac, Tiago Ribeiro and Albero Holly Affiliaion: HEC-Lausanne, IEMS (Insiue in Healh Economics
More informationBirmingham City Centre Vision for Movement
Birmingham City Centre Vision for Movement Wes Sedman - Centro Commissioning Team Laying the foundations for a vibrant and liveable global city Birmingham Big City Plan - A City Centre Masterplan A vision
More informationEstimation of Arrival-Departure Capacity Tradeoffs in Multi-Airport Systems
Estmaton of Arrval-Departure Capacty Tradeoffs n Mult-Arport Systems The MIT Faculty has made ths artcle openly avalable. Please share how ths access benefts you. Your story matters. Ctaton As Publshed
More informationRAAP 5. What to expect. from your Biennial Flight Review (BFR) What to expect. from your BFR
RAAP 5 What to expect from your BFR What to expect from your Biennial Flight Review (BFR) Recreational Aviation Advisory Publication (RAAP) 5 For other RAAPs see www.raa.asn.au Version 1, August 2017 1
More informationKinematics Review Checklist
Kinemics Reiew Checklis Vecors n Sclrs 1.1.0 Gie exmples of ecors n sclrs; n recognize he ifference beween hem. Wh wo prs oes ecor he? Which of hese prs comprises sclr? Which of he following re ecors?
More informationMilitary One Source. Community Profile Report. Copyright 2011 relocationessentials.com. All rights Reserved.
Copyrgh 2011 relocaonessenals.com. All rghs Reserved. Inroducon: Ths repor s desgned o answer he op quesons ha consumers have abou an area hey are consderng. 'Wha s he unemploymen rae?' 'Are here many
More informationΟPTIMIZATIΟN ΟF DIMENSIΟNAL PRΟCESSING PRΟCESS THRΟUGH CΟMPLEX ELECTRIC ERΟSIΟN WITH INTRΟDUCING ΟF THE ELECTRΟLITE THRΟUGH THE TRANSFER ΟBJECT
ΟPTIMIZATIΟN ΟF DIMENSIΟNAL PRΟCESSING PRΟCESS THRΟUGH CΟMPLEX ELECTRIC ERΟSIΟN WITH INTRΟDUCING ΟF THE ELECTRΟLITE THRΟUGH THE TRANSFER ΟBJECT Lecturer PhD. eng. Aln NIΟAŢĂ, Cοnstantn Brâncuş Unversty,
More informationGetting Aligned. How Adopting Standards Affects Canada s Productivity and Growth
Geing Aligned. How Adoping Sandards Affecs Canada s Produciviy and Growh Prepared by The Conference Board of Canada Ocober 2015 Geing Aligned. How Adoping Sandards Affecs Canada s Produciviy and Growh
More informationStructures for Development
Inui Developmen and Inegraed Managemen of a Seaweed Resource in NUNAVIK, Quebec Canada The Region Glyn Sharp Kiely Cove Marine Enerprises & Marc Allard Nunavik Bioscience Ld Nunavik is he land and coasline
More informationA Small Aircraft Transportation System (SATS) Demand Model
NASA/CR-2001-210874 A Small Arcraft Transportaton System (SATS) Demand Model Dou Long, Davd Lee, Jesse Johnson, and Peter Kostuk Logstcs Management Insttute, McLean, Vrgna June 2001 The NASA STI Program
More informationTemperature affects the silicate morphology in a diatom
Supplementary Information: Temperature affects the silicate morphology in a diatom N. Javaheri 1, R. Dries 1&2, A. Burson 3, L.J. Stal 3&4, P.M.A. Sloot 1,5,6, J.A. Kaandorp 1* 1- Computational Science,
More informationCONCURRENT AIRCRAFT ROUTING AND MAINTENANCE SCHEDULING
JOURNAL OF AERONAUTICS AND SPACE TECHNOLOGIES JANUARY 2011 VOLUME 5 NUMBER 1 (73-79) CONCURRENT AIRCRAFT ROUTING AND MAINTENANCE SCHEDULING Ilkay ORHAN * Anadolu Unversty School of Cvl Avaton PO Bo 26470
More information~ CODED NOTES: r.: R"" "' t- DDPand ~
o CODED NOTES: ""t- D z "t EAST MAN STREET SDE""ALK PATRON PARKNG V "' t- ' v '" - --- - - R"" - --- - 41'-0'1" - - ---f:--- - ~9- - - - R~~ -~~ ~ EMPLOYEE PARKNG ENCLOSED FRE ~NAC DUMPSTER ESCAPE TO REMAN
More informationFuzzy Expert System For The Selection Of Tourist Hotels
INRNAIONAL JOURNAL OF SCINIFIC & CHNOGY RSARCH VOLUM, ISSU 09, SPMBR 06 ISSN 77-866 Fuzzy pert System For he Selecton Of ourst Hotels PAL SINGH Abstract : In the present work, a smple and very effectve
More informationGu\J OF ALAS!(..</ PROJECT LOCATION : 55 1s.939N, "W T 76S, R 91 E, SEC 33, CRM ARCTIC OCEAN . PACIFIC OCEAN BERING SEA I I I I
ARCTC OCEAN TANANA.FARBANKS McGRAH BERNG SEA Gu\J OF ALAS!(..
More informationScalable Runtime Support for Data-Intensive Applications on the Single-Chip Cloud Computer
Scalable Runtime Support for Data-Intensive Applications on the Single-Chip Cloud Computer Anastasios Papagiannis and Dimitrios S. Nikolopoulos, FORTH-ICS Institute of Computer Science (ICS) Foundation
More informationFrom ideas to patents.
Whe Pper From des o pens. How vsonry secury drems become brekhrough echnologes Whe Pper Nowdys, f you snd sll you won be ble o keep your edge n he mrke or wherever you currenly re. You hve o be resless,
More informationCNC With the user in mind. More powerful than ever
CNC 8055 Wih he user in mind. More powerful han ever CNC 8055 Wih he user in mind. More powerful han ever Fagor Auomaion has been providing Auomaion soluions o he Machine Tool marke for over 30 years wih
More information35 P a g e. Pediatric Infectious Diseases Society of the Philippines Journal Vol 17 No.1 pp Jan
PI DSPJ OURNAL Vo7,No January-June 6 ORI GI NALARTI CLES PEDI ATRI C I NFECTI OUS DI SEASE SOCI ETY OF THE PHI LI PPI NES Pr oca c on ngu dedan b o cther aphy n Ped a r cpa en :ASy ema crev ew A naba banocabe
More informationMake Model Number(s) STC No: Description System Covered SA449GL
Make Model Number(s) STC No: Description Covered 200, 200C, 200CT, 200T, A200, A200CT, B200, B200C, B200CT, B200T, B300, B300C SA00754CH ADC-2000 Fuel/Airdata ARMY ADC S35, V35, V35A, V35B, 35-C33A, E33A,
More informationWhat Determines Chinese Firms Decision on Implementing Voluntary Environmental Schemes?
Journal of Servce Scence and Management, 2011, 4, 380-390 do:10.4236/jssm.2011.43044 Publshed Onlne September 2011 (http://www.scrp.org/journal/nm) What Determnes Chnese Frms Decson on Implementng Voluntary
More information(12) Patent Application Publication (10) Pub. No.: US 2012/ A1
(19) United States US 2012003.5849A1 (12) Patent Application Publication (10) Pub. No.: US 2012/0035849 A1 Clark et al. (43) Pub. Date: Feb. 9, 2012 (54) DATA DRIVEN ROUTE STRIP (75) Inventors: Jason W.
More informationMarkets and Consumers Group
Markes and Consumers Group Proposal o modify NATS (En Roue) plc licence in respec of he Oceanic price condiion for 2015-2019: Noice under secion 11(2) of he Transpor Ac 2000 CAP 1230 Published by he Civil
More informationUC Berkeley Working Papers
UC Berkeley Working Papers Title The Value Of Runway Time Slots For Airlines Permalink https://escholarship.org/uc/item/69t9v6qb Authors Cao, Jia-ming Kanafani, Adib Publication Date 1997-05-01 escholarship.org
More informationEvaluating the Productivity of Faith based Hospitals in Tanzania: Application of Malmquist Productivity Index (MPI) Approach
Inernaional Journal of Financial Economics Vol. 3, No. 4, 204, 207-26 Evaluaing he Produciviy of Faih based Hospials in Tanzania: Applicaion of Malmquis Produciviy Index (MPI) Approach Kembo M. Bwana Absrac
More informationPRESENTATION ON THE ECOWAS FEDERATION OF CHAMBERS OF MINES. by Sulemanu Koney Execu0ve Director EFEDCOM
PRESENTATION ON THE ECOWAS FEDERATION OF CHAMBERS OF MINES by Sulemanu Koney Execu0ve Director EFEDCOM The ECOWAS Federa7on of Chambers of Mines (EFEDCOM) q The EFEDCOM is a federa0on of Chambers of Mines
More informationCASM electric cylinders The modular electric cylinder system
CASM electric cylinders The modular electric cylinder system CASM electric cylinders are ideally suited to performing fast and powerful linear movements. Unlike pneumatic or hydraulic cylinders, CASM electric
More informationEXISTING CONDITIONS AND CHARACTER Cedar Field currently contains a play area, a basketball court with two back-to-back hoops, and an informal
P'111LUP5POOL&GYM 8MSf'H CEDAR AVENUE FELD LOCATON AND HSTORY Cedar Avenue sts on a porton of a block between Cedar and 18th Avenues n the East Phllps neghborhood. mmedately to the north s the Lttle Earth
More informationWÄRTSILÄ MARINE REDUCTION GEARS
WÄRTSILÄ MARINE REDUCTION GEARS The cruise ferry Finnmarken is equipped with two Wärtsilä TCH 150V85-S50 gears. The anchor handling tug supply vessels Fairmount Sherpa and Fairmount Summit are both equipped
More informationSoftware withdrawal: IBM Tivoli selected part numbers
Announcement November 9, 2004 Software withdrawal: IBM Tivoli selected part numbers Overview Effective on the dates listed in the Program withdrawals section, IBM will withdraw marketing the program numbers
More informationA New Data Processing Algorithm for the Standard Meter
Sensors & Transduers, ol. 162, Issue 1, January 2014, pp. 184-189 Sensors & Transduers 2014 by IFSA Publishing, S. L. hp://www.sensorsporal.om A New Daa Proessing Algorihm for he Sandard Meer Faquan ZHANG,
More informationCross-sectional Variation of Measurement Error and Predictability of Earnings and Stock Returns. Jung Hoon Kim
Cross-secoal Varao of easureme Error ad redcably of Eargs ad Soc Reurs By Jug Hoo Km A dsserao submed paral sasfaco of he requremes for he degree of Docor of hlosophy Busess Admsrao he Graduae Dvso of
More informationSCIENCE CHINA Life Sciences. A generalized model of island biogeography
SCIENCE CHINA Life Sciences RESEARCH PAPERS November 2 Vol54 No: 55 6 doi: 7/s427--4238-y A generalized model of island biogeography CHEN XiaoYong *, JIAO Jing & TONG Xin Deparmen of Environmenal Sciences,
More informationNote: several documents referenced in the narrative are hyperlinked.
Wh a d o h a v e nc o mmo n? TheyEner g z egr eenv e Coun yofgr eenv e,sou hcar o na Type Cap a E g b y Loc a Gov er nmen :Coun y Amoun $13, 679, 265 Tabe of Conens Projec Descrpon... 1 So wha do bkes,
More informationKRISHNA UNIVERSITY :: MACHILIPATNAM Time Table for UG Advanced Supplementary Degree Third Year Examinations, July-2017 B.A.
24-07-2017 Monday Part-I /B.Com/B.Sc.//B.C.A. Common Paper 3136 25-07-2017 Tuesday /B.Sc. Mathematics 3110-3 /B.Sc. Mathematics Social Work 3110-3MCR 3111-3 3112-3 3113-3 26-07-2017 Wednesday /B.Sc. Mathematics
More informationreallymoving.com Quarterly Migration Monitor
reallymoving.com Quarterly Migration Monitor Q2 2011 - September Contents Part 1: Migration from major UK cities to smaller towns 2 continues Part 2: Movement from South East of England 3 continues through
More informationmenumodo for hotels and restaurants: op1mized visitor experience and menu management
menumodo for hotels and restaurants: op1mized visitor experience and menu management www.menumodo.com Background: Hotels focus on genera1ng bookings and revenue, preferably through direct channels for
More informationRivers Project Management Compartments, Units And Areas
Rivers Projec anagemen Comparmens, Unis And Areas Pool 24 - Comparmen 10 - Illinois anagemen Area UNIT 1 (IL) Lower Pool 24 ap No Index Code Area Name Primary anager Acres Land Use Classificaion Special
More informationKRISHNA UNIVERSITY :: MACHILIPATNAM Time Table for UG (Supplementary/One Time Opportunity) Degree Third Year Examinations, March-2018 B.A.
01-03-2018 Thursday Part-I /B.Com/B.Sc.//B.C.A. Common Paper 3136 03-03-2018 Saturday /B.Sc. Mathematics 3110-3 /B.Sc. Mathematics Social Work 3110-3MCR 3111-3 3112-3 3113-3 05-03-2018 Monday /B.Sc. Mathematics
More informationTN ELA Standards: Fifth Grade
TN ELA Sandards: Fifh Grade Foundaional Lieracy Sandards: Phonics & Word Recogniion - Sandard 3: FL.PWR.3 Term 1 Term 2 Term 3 Term 4 5.FL.PWR.3 Know and apply grade-level phonics and word analysis skills
More information~,~~f~-= A WARNING FOR YOUR SAFETY - Do not store or use gasoline or other flammable vapors or liquids in the vicinity of this or any other appliance.
,f-= -8 " / DECORATVE GAS LOG SETS Your Decorative Gas Log Set is designed for installation in an existing approved, fully vented, wood-burning fireplace which includes gas hook-up. The burner may be fueled
More informationA Long Term Evaluation of the Japanese Medical Payment System for Cataract Surgeries: Did the Medical Policy Reduce the Long Hospital Stay in Japan?
Healh, 016, 8, 905-919 Published Online June 016 in SciRes. hp://www.scirp.org/journal/healh hp://dx.doi.org/10.436/healh.016.89094 A Long Term Evaluaion of he Japanese Medical Paymen Sysem for Caarac
More informationInstructionSheet LightCrimp*XTC/NeXTC FiberOpticConnectorKits
InstructonSheet LghtCrmp*XTC/NeXTC 408-9860 FberOptcConnectorKts 21APR11 RevL For Procedure on Inspectng the Fber, Refer to Secton 6 VerfythatInstructonSheet(408-Seres) PertanstoConnectorKtBengTermnated
More informationNOTICE TO MEMBERS No February 5, 2003
NOTICE TO MEMBERS No. 2003-008 February 5, 2003 NEW EQUITY OPTION CLASSES Bourse de Montréal Inc.(The Bourse) and (CDCC) hereby inform you that at the opening of trading on Monday, February 10, 2003 the
More informationUNCLASSIFIED. FY 2017 Base FY 2017 OCO. FY 2017 Base FY 2017 OCO
UNCLSSIFIED Exhibit P-40, Budget Line Item Justification: PB 2017 ir Force Date: February 2016 ppropriation / Budget ctivity / Budget Sub ctivity: 3080F: Other Procurement, ir Force / B 02: Vehicular Equipment
More informationBRANCH EXHIBITION OPERATOR FEDERAL AGENCY RUSSIA FOR FISHERIES JULY SAINT-PETERSBURG EXPOFORUM EC, Pavilion F.
FEDERAL AGENCY RUSSIA FOR FISHERIES BRANCH EXHIBITION OPERATOR 10-12 JULY 19 SAINT-PETERSBURG EXPOFORUM EC, Pavilion F www.rusfishexpo.com Seafood Expo NORTH AMERICA Seafood Processing NORTH AMERICA WORLD
More informationAnalysis of spatial effects in vine crop across Portuguese regions
MPRA Munch Personal RePEc Archve Analyss of spatal effects n vne crop across Portuguese regons Vítor João Perera Domngues Martnho Escola Superor Agrára, Insttuto Poltécnco de Vseu 2011 Onlne at http://mpra.ub.un-muenchen.de/33200/
More informationPanama City Beach Special Events Center
Panama Cty Beach Specal Events Center Panama Cty Beach, Florda Faclty Analyss December 7, 2015 Panama Cty Beach Specal Events Center Panama Cty Beach, Florda Executve Summary 3 Panama Cty Beach Specal
More information