Genetic analyses of new feed efficiency traits in Norsvin Landrace

Size: px
Start display at page:

Download "Genetic analyses of new feed efficiency traits in Norsvin Landrace"

Transcription

1 Geetc aalyses of ew feed effcecy trats Norsv Ladrace K. H. Martse 1, D. Olse 1 & T.H.E. Meuwsse 2 1 Topgs Norsv, Storhamargata 44, NO-2318 Hamar, Norway. rste.martse@orsv.o (Correspodg Author) 2 Departmet of Amal ad Aquacultural Sceces, Norwega Uversty of Lfe Sceces. P.O. Box 5003, NO-1432 Ås, Norway. Summary The ma obectve of ths paper s to establsh more detaled feed effcecy measures Norsv Ladrace to geetcally mprove feed effcecy wthout egatve cosequeces for other mportat trats. The data was provded by Topgs Norsv, ad cossted of records from the boar testg stato ad the Norwega ltter recordg system. Idvdual feed tae ad body weght were recorded daly ad all boars were computed tomography-scaed to determe ther deposto of lea meat ad fat at the ed of test. I addto, data from purebred Norsv Ladrace sows was avalable. Two ew measures, lea meat- ad fat effcecy, were vestgated for boars. Total feed tae the test perod was aalysed a multvarate amal model, where fat ad lea meat deposto were cluded as radom regresso covarates. Sgfcat geetc varato these ew effcecy measuremets was detected. Geetc correlatos betwee lea meat effcecy, fat effcecy ad sow trats (stayablty, body codto score at weag, total umber of pglets bor ad total ltter weght at three wees of age) were estmated. Two sgfcat geetc correlatos were foud, betwee fat effcecy ad stayablty (0.21 ± 0.11) ad betwee fat effcecy ad total ltter weght at three wees (0.21 ± 0.10). There were o sgfcat geetc correlatos betwee lea meat effcecy ad the sow trats. These results suggest that selecto for fat effcecy could gve poorer stayablty sows ad reduce the ltter weghts at three wees. It mght be possble to select for mproved lea meat effcecy wthout a egatve effect o mportat sow trats. Keywords: feed effcecy, body codto score, geetc parameter, materal le Itroducto Feed effcecy s a mportat trat pg breedg due to global ssues such as huma populato growth, clmate chages ad ecoomcs por producto. Therefore, a effcet pg s mportat to defed the use of resources such as cereals, whch could be huma food, for por producto. I addto, Shral et al. (2012) showed that selecto for resdual feed tae led to reduced troge excreto pgs. As clmate chages ad creased huma populato leads to a creased scarcty of resources, the prces of agrcultural commodtes wll crease. Feed s the maor cost por producto, whch maes feed effcecy a mportat trat for the proft of the farmer (Nem et al., 2010). The Norsv Ladrace s hghly feed effcet ad has a hgh ablty to moblze eergy from body reserves (Kolstad & Vage, 1996). Ths s a result of systematc selecto for reduced feed tae per g growth (FCR), creased lea meat growth ad reduced bac fat. However, t has bee show that such selecto may result reduced appette lactatg sows ad ufortuate cosequeces o proftable trats pglet producto materal les (Kerr & Camero, 1996). The am of ths paper was to vestgate ew measures for feed effcecy, amely lea meat effcecy

2 (LME) ad fat effcecy (FE), ad perform geetc aalyses of these ew trats together wth other ecoomcally mportat trats Norsv Ladrace. Materals ad methods Feed tae o boars orgated from ucleus herds Norway ad was recorded at Topgs Norsv s (TN) boar test stato. At the stato test, dvdual feed tae ad weght were measured daly o all boars eterg the test by a FIRE-stato (FIRE; Osbore Idustres Ic., Osbore, KS, USA) each pe of 12 pgs. I total, 8,161 Norsv Ladrace boars were cluded the data set. At the ed of the test, all boars were scaed by computed tomography (CT) ad through mage aalyss of CT- data, each boar got a pheotype for amout of lea meat ad fat o the carcass. Martse et al. (2015) provded a more detaled descrpto of the data. The sow trats cluded the aalyss were body codto score after weag of frst ltter (BCSw), stayablty up to semato of secod ltter (STAY), total umber of pglets bor frst ltter (TNB) ad total ltter weght of frst ltter at three wees (TLW). These trats were recorded the Norwega ltter recordg system (Igrs). Sows youger tha 250 days, older tha 730 days whe farrowg, ad sows weag pglets older tha 70 days were dscarded. Oly sows wth at least two pglets the ltter were cluded the aalyss. Further detals about the dataset are gve Martse et al. (2016). The trats were aalysed a multvarate amal model, ad estmato of varace compoets ad geetc correlatos were performed a multvarate aalyss usg the DMU software pacage (Madse & Jese, 2013). Total feed tae the test perod. The trat ad model are defed Martse et al. (2015). For the trat, total feed cosumpto the test perod (FI) boars at the test stato, the followg model was used for aalyss: FI oqrs = HY BM ST SEC lm LMEAT o fat FAT q amw AMW r (1) a pe a lmeat a fat e s t ps o fs q oqrs The fxed effects cluded the model were brth herd-year (HY), brth moth (BM), scag tme (ST) ad secto the test stato (SEC). The boars pheotypes for carcass lea meat (LMEAT), carcass fat (FAT) ad accumulated metabolc body weght (AMW) were cluded as fxed regresso covarates. As measures of feed effcecy, radom regressos o amout of lea meat (lmeat) ad fat (fat) ( a ps ad a fs, respectvely) were cluded the model as Martse et al. (2015). These represeted the ew effcecy measures, LME ad FE. The amal s geetc effect ( a s ) (later referred to as RFI) ad pe (pe) were cluded as radom effects. Body codto score at weag was aalysed the followg model, whch s used by TN for ther routely geetc evaluato of the trat: BCSw lmopq = M_LNO HY SEA BRYEAR l WEAN m AGEM (2) β AGEW amal ltter e o p q lmopq The fxed effects the model was dam s ltter umber (M_LNO), brth herd-year (HY), seaso (SEA), breed of the ltter-year of the record (BRYEAR) ad umber of weaed pglets (WEAN). Sow s age at farrowg (AGEM) ad ltter s age at weag (AGEW) were both cluded as fxed regresso covarates the model. The amal s breedg value (amal), ltter s detty (ltter) ad the resdual (e) were cluded as radom effects. Stayablty up to secod semato was aalysed as: STAY lmo = M_LNO BY HYS BR l AGEM m amal (3) ltter e o lmo

3 I the model, M_LNO, brth year (BY), herd-year-seaso of the record (HYS) ad breed of the ltter (BR) were treated as fxed effects addto to the effects descrbed model 2. Total umber of pglets bor ad ltter weght at three wees was aalyzed by the model below, whch s detcal to TN s model the route geetc evaluato of ths trat: TNB = M_LNO HY SEA BRYEAR AGEM ltter amal e (4) l m o lmo The effects model 4 were the same as for BCSw (model 2), wthout the fxed regresso covarate of AGEW. For TLW, the model was the same as model 4 but also cluded the fxed effect of umber of pglets weghed the ltter. Results Estmates of varace compoets ad hertabltes for all trats are preseted Table 1 ad all geetc varaces were sgfcatly larger tha zero. Low to moderate hertabltes were foud for TNB, STAY, BCSw, ad TLW (0.07, 0.10, 0.13 ad 0.16). The estmated hertablty for RFI was remarably hgh (0.59). The estmated geetc correlatos from the multvarate aalyss are preseted Table 1. Overall, the geetc correlatos were relatvely low ad mostly o-sgfcat. Sgfcat correlatos were foud betwee RFI ad both effcecy measures (LME ad FE), suggestg that amals wth a hgh overall feed tae had a lower effcecy (hgher feed tae per g deposted lea meat ad fat). The correlatos betwee RFI ad the sow trats were postve, but low, ad mostly ot sgfcatly dfferet from zero. Stll, a postve ad sgfcat correlato was foud betwee RFI ad BCSw. The geetc correlatos betwee FE ad sow trats were postve (ufavourable), but low. Sgfcat postve correlatos were foud betwee FE ad STAY (0.21 ± 0.11) ad FE ad TLW (0.21 ± 0.10). These results suggested that selecto for fat effcet pgs mght result poorer STAY ad reduce TLW. The geetc correlatos foud betwee LME ad the sow trats were low ad o-sgfcat. Dscusso The am of ths paper was to model ew feed effcecy measuremets that could be used for further geetc mprovemet of feed effcecy pg breedg. Iovatve ways of modellg feed effcecy pgs are desred due to cocers regardg a bologcal lmt for mprovg feed effcecy through chages body composto (creased lea growth ad reduced bac fat) ad lower feed coverso rato (FCR). Geetc varato was foud both feed effcecy trats, ad few ufavourable geetc correlatos to mportat sow productvty trats were foud. For the pglet producto trats (TNB ad TLW), the hertabltes agreed wth TN s geetc parameters ad were slghtly lower tha those foud by Aasmudstad et al. (2014). Hertablty for BCSw was accordace wth earler results foud Norsv Ladrace, aalysed as lear trats multtrat amal models (Ludgre et al., 2014). I the curret study, STAY was defed as a bary trat wth success (1) f the sow was semated aga after frst ltter ad a falure (0) f the sow was culled after frst ltter. The estmated hertablty of the curret study was 0.10, whch was slghtly lower tha estmates obtaed by Aasmudstad et al. (2014) for the same breed (0.13). Stayablty s a complex trat, flueced by several trats such as reproducto ad lameess ad evrometal factors such as herd maagemet ad temperature. A low hertablty mght be expected, as the geetc compoet of STAY may be dffcult to depct due to the trat beg flueced by the sow s bology ad the farmer s maagemet decsos. The hertablty of FI foud ths proect was hgh compared to earler estmates. Lower hertablty estmates have bee foud for total feed

4 cosumpto performace test by earler studes (Kerr & Camero, 1996). The model used for aalyss of total feed tae the test perod ths study was very complex. I por producto, daly feed tae s a coflct of terest betwee the fatteg pg producto ad the pglet producto. Low feed tae ad hgh growth are mportat for the fatteg pg producers, whle hgher appette ad daly feed tae sows are crucal to produce large ltters ad to avod hgh weght loss (Esse et al., 2003). No formato was avalable o the sows feed tae ths study, but the sows producto (TLW) ad BCSw could gve a dcato whether ther feed tae was suffcet durg lactato. To loo at the geetc relatoshps betwee the ew feed effcecy trats ad these sow trats would be beefcal to see f potetal selecto for these ew trats would have a deleterous effect o these mportat sow trats. Few sgfcat geetc correlatos were foud ad selecto for LME could be possble wthout affectg the sow trats, whereas selecto for mproved FE could gve poorer STAY ad TLW. The results are accordace wth a earler study vestgatg the relatoshp betwee boar feed effcecy ad mportat sow producto trats (Glbert et al., 2012). Stll, t has bee show that les selected for low resdual feed tae had a hgher umber of pglets bor ad heaver ltters compared to uselected les (Youg et al., 2010). Ths was explaed by a hgher ablty to moblze body reserves durg lactato amals selected for low resdual feed tae to compesate for the reduced feed tae to support the creased pglet producto. Table 1 Geetc correlatos (rg) ad hertables (h 2 ) for resdual feed tae (RFI), lea meat effcecy (LME), fat effcecy (FE), body codto score at weag (BCSw), stayablty from frst to secod party (STAY), total ltter weght at three wees (TLW) ad total umber of bor pglets (TNB). Trat RFI LME FE BCSw STAY TLW TNB LME 0.25(0.07) FE 0.71(0.05) -0.19(0.12) rg BCSw 0.16(0.07) -0.03(0.13) 0.13(0.11) STAY 0.12(0.07) -0.14(0.12) 0.21(0.11) TLW 0.09(0.06) -0.16(0.11) 0.21(0.10) TNB 0.03(0.08) 0.14(0.14) -0.05(0.12) h Cocluso Geetc varato exsted both LME ad FE. No sgfcat geetc correlatos were foud betwee LME ad mportat sow trats, whereas low but sgfcat geetc correlatos where foud betwee FE ad STAY ad FE ad TLW. Lst of Refereces Aasmudstad, T., D. Olse, E. Sehested & O. Vage The geetc relatoshp betwee coformato assessmet of glts ad sow producto ad logevty. Lvest. Sc. 167: Esse, J.J., E.J. Apeldoor, E. Kas, M.W.A. Verstege & K.H. de Greef The mportace of a hgh feed tae durg lactato of prmparous sows ursg large ltters. J. Am. Sc. 81: Glbert, H., J.-P. Bdael, Y. Bllo, H. Lagat, P. Gullout, P. Seller, J. Noblet & S. Hermesch Correlated resposes sow appette, resdual feed tae, body

5 composto, ad reproducto after dverget selecto for resdual feed tae the growg pg. 90: Kerr, J.C. & N.D. Camero Resposes glt post-farrowg trats ad pre-weag pglet growth to dverget selecto for compoets of effcet lea growth rate. Am. Sc. 63: Kolstad, K., & O. Vage Breed dffereces mateace requremets of growg pgs whe accoutg for chages body composto. Lvest. Prod. Sc. 47: Ludgre, H., W.F. Fse, K. Gradso, N. Ludehem, L. Caaro, O. Vage, D. Olse & L. Rydhmer Geetc parameters for feed tae, ltter weght, body codto score ad rebreedg success prmparous Norwega Ladrace sows. Amal. 8: Madse, P. & J. Jese A User s Gude to DMU. A pacage for aalyzg multvarate mxed models. Verso 6, release 5.2. Uversty of Aarhus, Ceter for Quattatve Geetcs ad Geomcs Dept. of Molecular Bology ad Geetcs, Research Cetre Foulum, Tele, Demar. Martse, K.H., J. Ødegård, T. Aasmudstad, D. Olse & T.H.E. Meuwsse Geetc relatoshps betwee boar feed effcecy ad sow pglet producto, body codto score ad stayablty Norwega Ladrace. J.Am. Sc. 94: Martse, K.H., J. Ødegård, D. Olse & T.H.E. Meuwsse Geetc varato effcecy to depost fat ad lea meat Norwega Ladrace ad Duroc pgs. J. Am. Sc. 93: Nem, J. K., M.-L. Sévo-Amoe, K. Petola & K. J. Stalder The value of precso feedg techologes for grow-fsh swe. Lvest. Sc. 129: Shral, M., A. Doeschl-Wlso, C. Duthe, P. W. Kap, E. Kas, J.A.M. va Aredo & R. Roehe Estmato of resdual feed tae ad ts geetc bacgroud durg the growg perod pgs. J. Am. Sc. 168:17-25 Youg, J.M., R. Bergsma, E. F. Kol, J.F. Patece & J.C.M. Deers Effect of selecto for resdual feed tae o sow reproductve performace ad lactato effcecy. Proc. 9 th World Cogr. Geet. Appl. Lvest. Prod. (WCGALP), Vacouver, Caada. Nov. 19,2015.

Work Sampling Defined. Work Sampling. When is Work Sampling Appropriate? Historical Notes. Example: How Work Sampling Works.

Work Sampling Defined. Work Sampling. When is Work Sampling Appropriate? Historical Notes. Example: How Work Sampling Works. Chapter 16 Work Samplg Sectos: 1. How Work Samplg Works. Statstcal Bass of Work Samplg 3. Applcato Issues Work Samplg Work Samplg Defed Statstcal techque for determg the proportos of tme spet by subjects

More information

Numerical Summary Measures

Numerical Summary Measures Eample: Brth weghts ( lb) of 5 babes bor from two groups of wome uder dfferet care programs. Group : 7, 6, 8, 7, 7 Group : 3, 4, 8, 9, 6 7 8 Numercal Summary Measures Descrbe Dstrbuto wth Numbers Measure

More information

IMPROVEMENT SKILLS CONSULTING LTD. Simply, improvement. Knowledge Management: Applied Common Sense?

IMPROVEMENT SKILLS CONSULTING LTD. Simply, improvement. Knowledge Management: Applied Common Sense? IMPROVEMENT SKILLS CONSULTING LTD. Smply, mprovemet Kowledge Maagemet: Appled Commo Sese? Kowledge Maagemet: Appled Commo Sese? There s o such thg as Kowledge Maagemet, oly kowledgeable people. [Peter

More information

Green Product Design Based on Fuzzy Hierarchy Evaluation Yu Tian

Green Product Design Based on Fuzzy Hierarchy Evaluation Yu Tian 4th Iteratoal Coferece o Machery, Materals ad Computg Techology (ICMMCT 2016) Gree Product Desg Based o Fuzzy Herarchy Evaluato Yu Ta Hebe Academy of Fe Arts, Shjazhuag 050700, Cha Keywords: gree product,

More information

Optimization of Smallholder Palm Oil in Nagan Raya and Aceh Tamiang Aceh Province

Optimization of Smallholder Palm Oil in Nagan Raya and Aceh Tamiang Aceh Province Iteratoal Joural of Cotemporary Appled Sceces Vol. 3, No. 4, Aprl 2016 Optmzato of Smallholder Palm Ol Naga Raya ad Aceh Tamag Aceh Provce Vv Slva *, Sad Muhammad, RajaMasbar, Muhammad Nasr Ecoomcs Faculty

More information

Immunisation. Immunisation refers to a hedging strategy in asset-liability management

Immunisation. Immunisation refers to a hedging strategy in asset-liability management Immusato Immusato refers to a hedgg strategy asset-lablty maagemet cosstg offsettg the rsk of some assets or labltes by a opposte posto other assets wth very smlar rsks profle. Immusato s a cocept maly

More information

Case Analysis of the ZC Company s AS Power Project Investment Decision-Making

Case Analysis of the ZC Company s AS Power Project Investment Decision-Making Amerca Joural of Idustral ad Busess Maagemet, 205, 5, 640-647 Publshed Ole November 205 ScRes. http://www.scrp.org/oural/abm http://dx.do.org/0.4236/abm.205.5064 Case Aalyss of the ZC Compay s AS Power

More information

An Application of Revised Fuzzy AHP Modeling on Taiwan High-Tech Stock Portfolio Strategy 1

An Application of Revised Fuzzy AHP Modeling on Taiwan High-Tech Stock Portfolio Strategy 1 A Applcato of Revsed Fuzzy AHP Modelg o Tawa Hgh-Tech Stock Portfolo Strategy P. Wu * ad Y. H. Che ** * Departmet of Idustral Egeerg ad Maagemet I-Shou Uversty, Kaohsug Couty, Tawa, ROC. Emal: pwu@su.edu.tw

More information

Analysis on the Impact of Seasonality on China s Soybean Import Allocation

Analysis on the Impact of Seasonality on China s Soybean Import Allocation Joural of Advaced Maagemet Scece Vol. 4, No. 5, September 216 Aalyss o the Impact of Seasoalty o Cha s Soybea Import Allocato L Da-Ya School of Ecoomcs ad Maagemet, Najg Uversty of Scece & Techology, Najg,

More information

Efficiency of potato production in the city of Tabriz Basmenj

Efficiency of potato production in the city of Tabriz Basmenj Iteratoal Research Joural of Appled ad Basc Sceces 013 Avalable ole at www.rjabs.com ISSN 51-838X / Vol, 4 (10): 3178-318 Scece Explorer Publcatos Effcecy of potato producto the cty of Tabrz Basmej Sahad

More information

South Korea. Keywords: Mahalanobis distance, normal distribution, welding quality, fault weld, and online monitoring system

South Korea. Keywords: Mahalanobis distance, normal distribution, welding quality, fault weld, and online monitoring system Appled Mechacs ad Materals Ole: 2013-02-13 ISSN: 1662-7482, ols. 291-294, pp 2688-2693 do:10.4028/www.scetfc.et/amm.291-294.2688 2013 Tras Tech Publcatos, Swtzerlad PREDICTION WELDING QUALITY IN MULTI-PASS

More information

Analytical Chemistry. LD Chemistry Leaflets. Determination of the chemical composition of a brass sample using x-ray fluorescence C3.6.5.

Analytical Chemistry. LD Chemistry Leaflets. Determination of the chemical composition of a brass sample using x-ray fluorescence C3.6.5. SW-214-8 alytcal Chemstry ppled aalyss Materal aalyss LD Chemstry Leaflets Determato of the chemcal composto of a brass sample usg x-ray fluorescece ms of the expermet To lear how to use a x-ray apparatus.

More information

Analysis and Simulation Study on Multiple AGV Utilization Efficiency in AS/RS. Shicai Yang, Lindu Zhao *

Analysis and Simulation Study on Multiple AGV Utilization Efficiency in AS/RS. Shicai Yang, Lindu Zhao * 011-0375 Aalyss ad Smulato Study o Multple AGV Utlzato Effcecy AS/RS Shca Yag, Ldu Zhao * Isttute of Systems Egeerg, Southeast Uversty Najg, Jagsu, 10096, Cha *Correspodg author. ldzhao@seu.edu.c, +86-5-5090759

More information

Analysis of the efficiency of financial support for agriculture in China under. the DEA model

Analysis of the efficiency of financial support for agriculture in China under. the DEA model 2d Iteratoal Coferece o Socal Scece ad Techology Educato (ICSSTE 2016) Aalyss of the effcecy of facal support for agrculture Cha uder the DEA model L Qu Wag Chu-pg* Sheyag Agrcultural Uversty Sheyag, Laog,

More information

Identifying the Factors Affecting the Cost of Capital and Determining an Appropriate Model for Calculating the Cost of Capital

Identifying the Factors Affecting the Cost of Capital and Determining an Appropriate Model for Calculating the Cost of Capital J Basc Appl Sc Res, (3)765-77,, TetRoad Publcato ISSN 9-434 Joural of Basc ad Appled Scetfc Research wwwtetroadcom Idetfg the Factors Affectg the Cost of Captal ad Determg a Approprate Model for Calculatg

More information

Empirical Analysis about Satisfaction Influencing Factors of Core Employee in Chinese Small and Micro Enterprise

Empirical Analysis about Satisfaction Influencing Factors of Core Employee in Chinese Small and Micro Enterprise Joural of Huma Resource ad Sustaablty Studes, 03,, 85-9 Publshed Ole December 03 (http://www.scrp.org/oural/hrss) http://d.do.org/0.436/hrss.03.40 Emprcal Aalyss about Satsfacto Ifluecg Factors of Core

More information

Multi Responses Optimization Through Game Theory Approach

Multi Responses Optimization Through Game Theory Approach Iteratoal Joural of Idustral Egeerg & Producto Research September 04, Volume 5, Number 3 pp. 5-4 pissn: 008-4889 http://ijiepr.ust.ac.r/ Mult Resposes Optmzato Through Game Theory Approach H.R. Navd, A.

More information

A/R Methodological Tool

A/R Methodological Tool Thrty-fourth meetg Page 1 A/R Methodologcal Tool Draft Tool for demostrato of approprateess of volume equatos for estmato of abovegroud tree bomass A/R CDM project actvtes (Verso 01.0.0) Scope I. SCOPE,

More information

An Approximate Net Profit Model for a Fixed-Life Perishable Product in a Two- Echelon Inventory System

An Approximate Net Profit Model for a Fixed-Life Perishable Product in a Two- Echelon Inventory System Proceedgs of the Iteratoal MultCoferece of Egeers ad Computer Scetsts 2007, March 21-23, 2007, Regal Kowloo Hotel, Hog Kog, Cha A Approxmate Net Proft Model for a Fxed-Lfe Pershable Product a Two- Echelo

More information

EFFECTS OF TRANSPORTATION COST AND LEAD-TIME ON SELECTING MULTIPLE SUPPLIERS

EFFECTS OF TRANSPORTATION COST AND LEAD-TIME ON SELECTING MULTIPLE SUPPLIERS EFFECTS OF TRANSPORTATION COST AND LEAD-TIME ON SELECTING MULTIPLE SUPPLIERS by Rotchaart Krpuyapog Departmet of Logstcs Egeerg, School of Egeerg, Uversty of the Tha Chamber of Commerce, Bagkok, Thalad

More information

A NOVEL ULTRASONIC THERMOMETRY FOR MONITORING TEMPERATURE PROFILES IN MATERIALS

A NOVEL ULTRASONIC THERMOMETRY FOR MONITORING TEMPERATURE PROFILES IN MATERIALS XIX IMEKO World Cogress Fudametal ad Appled Metrology September 6, 009, Lsbo, Portugal A OVEL ULRASOIC HERMOMERY FOR MOIORIG EMPERAURE PROFILES I MAERIALS Ikuo Ihara, Maabu akahash Dept. of Mech. Eg.,

More information

Multi-Parameter Analysis and Modeling of Surface Roughness in Electro Discharge Machining of AISI D2 Steel

Multi-Parameter Analysis and Modeling of Surface Roughness in Electro Discharge Machining of AISI D2 Steel Iteratoal Joural of Scetfc & Egeerg Research, Volume 3, Issue 6, Jue-01 1 Mult-Parameter Aalyss ad Modelg of Surface Roughess Electro Dscharge Machg of AISI D Steel B B PATEL, K B RATHOD Abstract Whereas

More information

Modeling the viscosities of alumino-silicate melts

Modeling the viscosities of alumino-silicate melts Modelg the vscostes of alumo-slcate melts Guo-Hua Zhag 1,* ad Kuo-Chh Chou 1, 1 School of Metall. ad Ecologcal Egeerg, Uversty of Scece ad Techology Beg, Beg 10008, Cha State Key laboratory of Advaced

More information

Stochastic Programming Model in Agricultural Production Decision Support System

Stochastic Programming Model in Agricultural Production Decision Support System Stochastc Programmg Model Agrcultural Producto Decso Support System Gordaa Duk ABACUS Tuto, Research ad Busess Cosultacy Mosorska 8, 1000 Osek, Croata gordaa.dukc@emal.t-com.hr Zdravko Toluš Departmet

More information

PROBLEMS OF WORLD AGRICULTURE

PROBLEMS OF WORLD AGRICULTURE Scetfc Joural Warsaw Uversty of Lfe Sceces SGGW OBLEMS OF WOLD AGICULTUE Volume 15 (XXX) Number 4 Warsaw Uversty of Lfe Sceces ress Warsaw 2015 Scetfc Joural Warsaw Uversty of Lfe Sceces SGGW roblems of

More information

UNFCCC/CCNUCC. CDM Executive Board EB 67 Report Annex 24 Page 1

UNFCCC/CCNUCC. CDM Executive Board EB 67 Report Annex 24 Page 1 CDM Executve Board EB 67 Aex 4 Page 1 A/R Methodologcal Tool Demostratg approprateess of volume equatos for estmato of abovegroud tree bomass A/R CDM project actvtes (Verso 01.0.1) Scope I. SCOPE, APPLICABILITY

More information

You have plenty of time to finish. Take your time and relax. And, have a safe and Happy Holiday!

You have plenty of time to finish. Take your time and relax. And, have a safe and Happy Holiday! Ecoomcs 3 Professor Spearot Itroducto to Ecoometrcs Fall 007 Fal Eam Name Fal Eam Verso A 80 Pots You must aswer all the questos. The eam s closed book ad closed otes. You ma use calculators, but the must

More information

Measuring Perceived Software Quality

Measuring Perceived Software Quality Measurg Perceved Software Qualty M Xeos ad D Chrstodoulaks Departmet of Computer Egeerg ad Iformatcs, Uversty of Patras, Ro 26500, Greece e-mal: xeos@ct.gr Ths paper presets a method for measurg customer

More information

A Hierarchy Grey Relational Analysis for Selecting the Renewable Electricity Generation Technologies

A Hierarchy Grey Relational Analysis for Selecting the Renewable Electricity Generation Technologies Proceedgs of the World Cogress o Egeerg 0 Vol II, July 6-8, 0, Lodo, U.K. A Herarchy Grey Relatoal Aalyss for Selectg the Reewable Electrcty Geerato Techologes Ahmet Saruca, M. Em Baysal, Cegz Kahrama,

More information

Corresponding author:

Corresponding author: Potetal mpacts of dustral structure o eergy cosumpto ad CO2 emsso: A case study of Bejg Zh-Fu M a,b, Su-Ya Pa a,b, Hao Yu a,b, Y-Mg We a,b,* a Ceter for Eergy ad Evrometal Polcy Research, Bejg Isttute

More information

Animal Products Consumption Pattern of Beef Cattle Farmer Households in Donggala Regency, Indonesia

Animal Products Consumption Pattern of Beef Cattle Farmer Households in Donggala Regency, Indonesia Amal Products Cosumpto Patter of Beef Cattle Farmer Households Doggala Regecy, Idoesa S. Hadaya,2* B. Hartoo 3 Z. Faa 3 B.A. Nugroho 3.Studet at Ph.D Program Faculty of Amal Scece, Brawjaya Uversty, Idoesa.

More information

VIDEO TRANSCODE SERVICE PLATFORM WITH WORKLOAD PREDICTION

VIDEO TRANSCODE SERVICE PLATFORM WITH WORKLOAD PREDICTION 5 th December 0. Vol. 46 No. 005-0 JATIT & LLS. All rghts reserved. ISSN: 99-8645 www.att.org E-ISSN: 87-395 VIDEO TRANSCODE SERVICE PLATFORM WITH WORKLOAD PREDICTION GAODE QIN, GAOJIN WEN Shezhe Polytechc,

More information

Outline. Network Design Decisions. Logistics and Supply Chain Management. Factors Influencing Network Design Decisions.

Outline. Network Design Decisions. Logistics and Supply Chain Management. Factors Influencing Network Design Decisions. Logstcs ad Supply Cha Maagemet Network Desg 1 Outle A strategc framework for faclty locato Mult-echelo hl etworks Gravty methods for locato Plat locato models Chopra ad Medl (2006) Supply Cha Maagemet:

More information

Nitrogen Fertilizer Demand from Danish Crop Farms - Regulatory Implications of Farm Heterogeneity

Nitrogen Fertilizer Demand from Danish Crop Farms - Regulatory Implications of Farm Heterogeneity MPRA Much Persoal RePEc Archve Ntroge Fertlzer Demad from Dash Crop Farms - Regulatory Implcatos of Farm Heterogeety Lars Går Hase AKF 2004 Ole at http://mpra.ub.u-mueche.de/48366/ MPRA Paper No. 48366,

More information

Preparation of acrylamide/2-ethylhexyl acrylate copolymer and calculation of monomer reactivity ratios

Preparation of acrylamide/2-ethylhexyl acrylate copolymer and calculation of monomer reactivity ratios Bulgara Chemcal Commucatos, Specal Issue F, (pp. 74 78) 2016 Preparato of acrylamde/2-ethylhexyl acrylate copolymer ad calculato of moomer reactvty ratos M. Ta, Y.J. Xu* School of Chemstry ad Chemcal Egeerg,

More information

THE TARGETING PROBLEM FOR S-TYPE QUALITY CHARACTERISTICS

THE TARGETING PROBLEM FOR S-TYPE QUALITY CHARACTERISTICS HE ARGEING PROBLEM FOR S-YPE QUALIY CHARACERISICS K. ahera, R. N. Ibrahm ad P. B. Lochert Departmet of Mechacal Egeerg, Moash Uversty, Wellgto Road, Clayto, Australa E-mal: hadza.tahera@eg.moash.edu.au

More information

Nigeria. Available online at: Received 14 th November 2016, revised 13 th February 2017, accepted 16 th March 2017

Nigeria. Available online at:     Received 14 th November 2016, revised 13 th February 2017, accepted 16 th March 2017 Iteratoal Research Joural of Evrometal Sceces ISSN 2319 1414 It. Res. J. Evrometal Sc. Impact of clmate chage o maze yeld the maze growg rego of Ngera Buba Adamu Ndawayo 1*, Mad Nasr B. Shamsud 1, Alas

More information

MOX: A Novel Global Optimization Algorithm Inspired from Oviposition Site Selection and Egg Hatching Inhibition in Mosquitoes

MOX: A Novel Global Optimization Algorithm Inspired from Oviposition Site Selection and Egg Hatching Inhibition in Mosquitoes 1 3 MOX: A Novel Global Optmzato Algorthm Ispred from Ovposto Ste Selecto ad Egg Hatchg Ihbto Mosqutoes 4 Fayyaz ul Amr Afsar Mhas (Correspodg Author) Departmet of Computer & Iformato Sceces Paksta Isttute

More information

The Optimal Model of the Production Planning with Demand Uncertainty for Fast Moving Consumer Goods

The Optimal Model of the Production Planning with Demand Uncertainty for Fast Moving Consumer Goods Mgag Zeg, Shuag L, Xaofa Zhuag 253 The Optmal Model of the Producto Plag wth Demad Ucertaty for Fast Movg Cosumer Goods Mgag Zeg, Shuag L, Xaofa Zhuag * School of Busess Admstrato South Cha Uversty of

More information

Specification of length of planning period and terminal value of fish stock

Specification of length of planning period and terminal value of fish stock Specfcato of legth of plag perod ad termal value of fsh stock Lagyue Cao, Ahmed Haf ad Nco Klj Australa Bureau of Agrcultural ad Resource Ecoomcs GPO Box 563, Caberra 260 45 th Aual Coferece of Australa

More information

Chapter 5: MULTIPLE DISCRETE RANDOM VARIABLES

Chapter 5: MULTIPLE DISCRETE RANDOM VARIABLES Charles Bocelet, robablty, Statstcs, ad Radom Sgals," Oford Uversty ress, 06. ISBN: 978-0-9-0005-0 Chapter 5: MULTIL DISCRT RANDOM VARIABLS Sectos 5. Multple Radom Varables ad MFs 5. Idepedece 5. Momets

More information

Comparison of Soil Saturated Hydraulic Conductivity under Inverse Auger Hole and Shallow Well Pump Methods

Comparison of Soil Saturated Hydraulic Conductivity under Inverse Auger Hole and Shallow Well Pump Methods J. Appl. Evro. Bol. Sc., 4(3s)26-30, 2014 2014, TextRoad Publcato ISSN: 2090-4274 Joural of Appled Evrometal ad Bologcal Sceces www.textroad.com Comparso of Sol Saturated Hydraulc Coductvty uder Iverse

More information

REVIEW PROCESS OF WATER MOVEMENT IN SOIL IN THE SPRINKLER IRRIGATION SYSTEM USING A SIMULATION MODEL HYDRUS-1D

REVIEW PROCESS OF WATER MOVEMENT IN SOIL IN THE SPRINKLER IRRIGATION SYSTEM USING A SIMULATION MODEL HYDRUS-1D Scetfc Papers. Seres A. Agroomy, Vol. LV-0 ISSN Ole 85-579; ISSN-L 85-5785 REVIEW PROCESS OF WATER MOVEMENT IN SOIL IN THE SPRINLER IRRIGATION SYSTEM USING A SIMULATION MODEL HYDRUS-D Amrpouya SARRAF,

More information

Prediction of Fiber Quality Using Refining Parameters in Medium-density Fiberboard Production via the Support Vector Machine Algorithm

Prediction of Fiber Quality Using Refining Parameters in Medium-density Fiberboard Production via the Support Vector Machine Algorithm Predcto of Fber Qualty Usg Refg Parameters Medum-desty Fberboard Producto va the Support Vector Mache Algorthm Yubo Gao, a Ju Hua, a, * Guagwe Che, a Lpg Ca, b Na Ja, a ad Lagkua Zhu a Fber qualty greatly

More information

Applying Grey Relational Analysis to the Decathlon Evaluation Model

Applying Grey Relational Analysis to the Decathlon Evaluation Model Chg-Lag Chag, Chh-Hug Tsa, Leh Che Applyg Grey Relatoal Aalyss to the Decathlo Evaluato Model Chg-Lag Chag, * Chh-Hug Tsa, ad Leh Che Departmet of Idustral Egeerg ad Maagemet Ta-Hwa Isttute of Techology

More information

Proceedings of the 2017 Winter Simulation Conference W. K. V. Chan, A. D'Ambrogio, G. Zacharewicz, N. Mustafee, G. Wainer, and E. Page, eds.

Proceedings of the 2017 Winter Simulation Conference W. K. V. Chan, A. D'Ambrogio, G. Zacharewicz, N. Mustafee, G. Wainer, and E. Page, eds. Proceedgs of the 2017 Wter Smulato Coferece W. K. V. Cha, A. D'Ambrogo, G. Zacharewcz, N. Mustafee, G. Waer, ad E. Page, eds. A STUDY OF REMANUFACTURING SYSTEM IN PRESENCE OF UNRELIABLE SUPPLY OF NEW PRODUCTS

More information

Study on Coordinated Development Degree Between Ports Economic Level and Ecological Environment

Study on Coordinated Development Degree Between Ports Economic Level and Ecological Environment 328 Proceegs of the 7th Iteratoal Coferece o Iovato & Maagemet Stuy o Coorate evelopmet egree Betwee Ports Ecoomc Level a Ecologcal Evromet u Hogwe School of Ecoomcs a Maagemet, Hebe Polytechc Uversty,

More information

A Market-Driven Approach to the Design of Platform-Based Product Families

A Market-Driven Approach to the Design of Platform-Based Product Families A Market-Drve Approach to the Desg of Platform-Based Product Famles Deepak Kumar * ad We he Northwester Uversty, Evasto, IL 6008 USA Tmothy W. Smpso The Pesylvaa State Uversty, Uversty Park, PA 1680 USA

More information

P. I. D Kinyua, J. T. Njoka and Chris O. Magero*

P. I. D Kinyua, J. T. Njoka and Chris O. Magero* Vol. 7(6), pp. 380-385, Jue 03 DOI: 0.5897/AJEST.303 ISSN 996-0786 03 Academc Jourals http://www.academcourals.org/ajest Afrca Joural of Evrometal Scece ad Techology Full Legth Research Paper The logstc

More information

Comparison of Artificial Neural Network and Physically Based Models for Estimating of Reference Evapotranspiration in Greenhouse

Comparison of Artificial Neural Network and Physically Based Models for Estimating of Reference Evapotranspiration in Greenhouse Australa Joural of Basc ad Appled Sceces, 3(3): 2528-2535, 2009 ISSN 1991-8178 Comparso of Artfcal Neural Network ad Physcally Based Models for Estmatg of Referece Evapotrasprato Greehouse 1 Abed-Koupa,

More information

Identification for the Variant Pattern of Water Resources Quantity with Variance Variation

Identification for the Variant Pattern of Water Resources Quantity with Variance Variation Sed Orders for Reprts to reprts@bethamscece.ae 058 The Ope Cyberetcs & Systemcs Joural, 04, 8, 058-064 Ope Access Idetfcato for the Varat Patter of Water Resources Quatty wth Varace Varato Bb L, ad Pg

More information

Automated Model Creation from TLS Data

Automated Model Creation from TLS Data Faclty of Cvl Egeerg Departmet of Srveyg Slova Uversty of Techology Bratslava Atomated Model Creato from TLS Data Jaa Halčová Aloz Kopáč Marraech FIG WW May 2011 1 Atomated Model Creato from TLS Data Topcs

More information

Test Data on Intumescent Fire Protection for Structural Steel Sections in Thailand

Test Data on Intumescent Fire Protection for Structural Steel Sections in Thailand Artcle Test Data o Itumescet Fre Protecto for Structural Steel Sectos Thalad Thayawat Pothsr * ad Nattawut Hemathul Fre Safety Research Ceter, Departmet of Cvl Egeerg, Faculty of Egeerg, Chulalogkor Uversty,

More information

MLP-ANN and SMN-ANN based models for sediment yield prediction in upper Ganga basin (India)

MLP-ANN and SMN-ANN based models for sediment yield prediction in upper Ganga basin (India) Iteratoal Assocato of Scetfc Iovato ad Research (IASIR) (A Assocato Ufyg the Sceces, Egeerg, ad Appled Research) Iteratoal Joural of Emergg Techologes Computatoal ad Appled Sceces (IJETCAS) www.asr.et

More information

Evaluation of Key Success Factors in Project Management of Information Systems and Selection of Operators using Analytical Hierarchy Process

Evaluation of Key Success Factors in Project Management of Information Systems and Selection of Operators using Analytical Hierarchy Process Evaluato of Key Success Factors Project Maagemet of Iformato Systems ad Selecto of Operators usg Aalytcal Herarchy Process Kuyaluk Nuchprayoo 1 ad Chayathach Phuaksama 2 Departmet of Idustral Egeerg, Faculty

More information

environment environment

environment environment Grouup Group decso decso makg makg cotractor process selecto for cotractor based selecto o SWOT based o SWOT fuzzy fuzzy evromet evromet L. Izad, Idustral Egeerg Departmet Uversty of Payame Noor Hameda,

More information

Impact of Seed Voucher System on Rice Yield, Income Inequality and Poverty Reduction in Rural Nigeria: A Randomized Control Trial Approach

Impact of Seed Voucher System on Rice Yield, Income Inequality and Poverty Reduction in Rural Nigeria: A Randomized Control Trial Approach Impact of Seed Voucher System o Rce Yeld, Icome Iequalty ad Poverty Reducto Rural Ngera: A Radomzed Cotrol Tral Approach AWOTIDE, B.A. * 1, A. DIAGNE 2, T. T. AWOYEMI 3 ad V.E.T. Ojehomo 3 A Cotrbuted

More information

Australian Journal of Basic and Applied Sciences, 5(12): , 2011 ISSN

Australian Journal of Basic and Applied Sciences, 5(12): , 2011 ISSN ustrala Joural of Basc ad ppled Sceces, 5(12): 1999-2009, 2011 ISSN 1991-8178 Usg Mult Crtera Decso Makg Models to Evaluate Supplers Outsourcg Process of Supply Cha Maagemet (Case Study: Potetal dustral

More information

A Simulation Model Estimates of the Intercropping Advantage of an Immature-Rubber, Banana and Pineapple System

A Simulation Model Estimates of the Intercropping Advantage of an Immature-Rubber, Banana and Pineapple System Amerca Joural of Agrcultural ad Bologcal Sceces 4 (3): 249-254, 2009 ISSN 1557-4989 2009 Scece Publcatos A Smulato Model Estmates of the Itercroppg Advatage of a Immature-Rubber, Baaa ad Peapple System

More information

Preliminary study on ground based coherent differential absorption LIDAR for vertical profiling of water vapor density using 1.

Preliminary study on ground based coherent differential absorption LIDAR for vertical profiling of water vapor density using 1. 8 th Coheret Laser Radar Coferece Prelmary study o groud based coheret dfferetal absorpto LIDAR for vertcal proflg of water vapor desty usg.53 µm wavelegth Masaharu IMAKI, Ryota KOJIMA, Takayuk YANAGISAWA,

More information

A Multi-Criteria Approach for Biomass Crop Selection under Fuzzy Environment

A Multi-Criteria Approach for Biomass Crop Selection under Fuzzy Environment Proceedgs of the 2014 Idustral ad Systems Egeerg Research Coferece Y. Gua ad H. Lao, eds. A Mult-Crtera Approach for Bomass Crop Selecto uder Fuzzy Evromet Hall Ibrahm Cobuloglu ad İ. Esra Büyüktahtakı

More information

Evaluation on Carrying Capacity of Economic, Resources and Environmental Based on the Improved Entropy Method Luo Juan1, a, He Qingyan2, b

Evaluation on Carrying Capacity of Economic, Resources and Environmental Based on the Improved Entropy Method Luo Juan1, a, He Qingyan2, b 3rd Iteratoal Coferece o Educato, Maageet, Arts, Ecoocs ad Socal Scece (ICEMAESS 205) Evaluato o Carryg Capacty of Ecooc, Resources ad Evroetal Based o the Iproved Etropy Method Luo Jua, a, He Qgya2, b

More information

Dede Ruslan. Fakultas Ekonomi, Universitas Negeri Medan Sumatera Utara, Indonesia

Dede Ruslan. Fakultas Ekonomi, Universitas Negeri Medan Sumatera Utara, Indonesia Advaces Ecoomcs, Busess ad Maagemet Research, volume 15 1st Global Coferece o Busess, Maagemet ad Etreupreueurshp (GCBME-16 ) Aalyss Effcecy Producto ad Strateges of Small-Medum Scale Eterprses Dede Rusla

More information

Lecture 3: Simple Omitted Variables Problem

Lecture 3: Simple Omitted Variables Problem Lectre Notes o Advaced Ecoometrcs Taash Yamao Fall Semester 5 Lectre 3: Smple Omtted Varales Prolem I ths lectre, we epad the smple lear regresso model to mltvarate ler model. The ma motvato to clde more

More information

Evaluation of the water quality of the Yangtze River Based on the comprehensive pollution index model

Evaluation of the water quality of the Yangtze River Based on the comprehensive pollution index model Iteratoal Joural of Scece Vol.3 No.5 206 ISSN: 83-4890 Evaluato of the water qualty of the Yagtze Rver ased o the comprehesve polluto de model Xaowe Dog, a, Fefe Ma 2, b ad Lchao Feg, c Iovatve Laboratory

More information

A New Approach in Software Cost Estimation by Improving Genetic Algorithm with Bat Algorithm

A New Approach in Software Cost Estimation by Improving Genetic Algorithm with Bat Algorithm Joural of Computer & Robotcs 11 (2), 2018 3144 31 Computer & Robotcs A New Approach Software Cost Estmato by Improvg Geetc Algorthm wth Bat Algorthm Abstract Sakeh Asghar Agcheh Dzaj a, Farhad Solemaa

More information

An economic analysis of crop diversification under inorganic and organic farming in West Bengal

An economic analysis of crop diversification under inorganic and organic farming in West Bengal Iteratoal Joural of Boresource Scece Ctato: IJBS: 3(1): 25-30 Jue 2016 DOI: 10.5958/2454-9541.2016.00004.9 2016 Reu Publshers. All rghts reserved A ecoomc aalyss of crop dversfcato uder orgac ad orgac

More information

An easy way to analyse octagonal slab

An easy way to analyse octagonal slab 4 th Aual Paper eet ad 1 t Cvl Egeerg Cogre, December 22-24, 2011, Dhaka, Bagladeh ISBN: 978-984-33-4363-5 Noor, Am, Bhuya, Chowdhury ad Kakoled www.ebcoferece.fo A eay way to aalye octagoal lab Sharm

More information

Chapter 3. Copula-VAR Analysis of the Relation between GDP, Imports, Exports: ASEAN Case. Warattaya Chinnakum 1 and Songsak Sriboonchitta 2

Chapter 3. Copula-VAR Analysis of the Relation between GDP, Imports, Exports: ASEAN Case. Warattaya Chinnakum 1 and Songsak Sriboonchitta 2 Chapter 3 Copula-VAR Aalyss of the Relato betwee GDP, Imports, Exports: ASEAN Case Warattaya Chakum 1 ad Sogsak Srboochtta 2 1 Faculty of Ecoomcs,Chag Ma Uversty E-mal: warattaya_ch@hotmal.co.th 2 Faculty

More information

Open Access Study on Steam Huff and Puff Injection Parameters of Herringbone Well in Shallow and Thin Heavy Oil Reservoir

Open Access Study on Steam Huff and Puff Injection Parameters of Herringbone Well in Shallow and Thin Heavy Oil Reservoir Sed Orders for Reprts to reprts@bethamscece.et The Ope Petroleum Egeerg Joural, 203, 6, 69-75 69 Ope Access Study o Steam Huff ad Puff Ijecto Parameters of Herrgboe Well Shallow ad Th Heavy Ol Reservor

More information

Resource Selection in Computational Grid Based on User QoS and Trust

Resource Selection in Computational Grid Based on User QoS and Trust 24 IJCSNS Iteratoal Joural of Computer Scece ad Network Securty, VOL. No.3, March 20 Resource Selecto Computatoal Grd Based o User QoS ad Trust G.Kavtha ad V.Sakaraarayaa Research scholar, B.S.A. Crescet

More information

Decentralised Allocation of Generation in Autonomous Power Networks

Decentralised Allocation of Generation in Autonomous Power Networks 1 Decetralsed Allocato of Geerato Autoomous Power Networks J. Frut, Member, IEEE, ad W. L. Klg, Member, IEEE, ad J. M. A. Myrzk Abstract Due to much larger umbers of small geerators t wll be more complex

More information

JOURNAL OF PHYSICAL AND CHEMICAL SCIENCES

JOURNAL OF PHYSICAL AND CHEMICAL SCIENCES JOURAL OF PHYSICAL AD CHEMICAL SCIECES Joural homepage: http://sceceq.org/jourals/jpcs.php Research Artcle Ope Access Evaluatos of Wd Speed Dstrbuto ad Wd Power Potetal over Ethopa (A case of Ambo) ate

More information

A Reputation Management Policy Based on the User Credibility for Cloud Services

A Reputation Management Policy Based on the User Credibility for Cloud Services Iteratoal Joural of Egeerg ad Advaced Research Techology (IJEART) ISSN: 2454-9290, Volume-2, Issue-3, March 206 A Reputato Maagemet Polcy Based o the User Credblty for Cloud Servces Xao-gag Ca, Qg-tao

More information

Congestion charging and the optimal provision of public infrastructure: theory and evidence

Congestion charging and the optimal provision of public infrastructure: theory and evidence Cogesto chargg ad the optmal provso o publc rastructure: theory ad evdece Cogesto chargg ad the optmal provso o publc rastructure: theory ad evdece Truog P Truog ad Davd A Hesher Uversty o New South Wales;

More information

RELIABILITY AND ACCURACY OF BOOTSTRAP AND MONTE CARLO METHODS FOR DEMAND DISTRIBUTION MODELING

RELIABILITY AND ACCURACY OF BOOTSTRAP AND MONTE CARLO METHODS FOR DEMAND DISTRIBUTION MODELING Proceedgs of the 5th Aual ISC Research Symposum ISCRS 2011 Aprl 7, 2011, Rolla, ssour RELIABILITY AND ACCURACY OF BOOTSTRAP AND ONTE CARLO ETHODS FOR DEAND DISTRIBUTION ODELING Swth S. Razu Dept. of echacal

More information

A cloud virtualisation service quality survey platform with an IPA discrimination index

A cloud virtualisation service quality survey platform with an IPA discrimination index World Trasactos o Egeerg ad Techology Educato Vol.13, No.4, 015 015 WIETE A cloud vrtualsato servce qualty survey platform wth a IPA dscrmato dex Y-Tg Ma, Hsueh-Fag Hsu & Hsu-Ya Huag Natoal Tawa Uversty

More information

Modelling Viscosities of CaO MgO Al 2 O 3 SiO 2 Molten Slags

Modelling Viscosities of CaO MgO Al 2 O 3 SiO 2 Molten Slags ISIJ Iteratoal, Vol. 5 (01, No. 3, pp. 355 36 Modellg Vscostes of Al 3 S Molte Slags Guo-Hua ZHANG, 1, Kuo-Chh CHU 1, ad Ke MILLS 3 1 State Key Laboratory of Advaced Metallurgy, Uversty of Scece ad Techology

More information

Data-mining application for country segmentation based on the RFM model

Data-mining application for country segmentation based on the RFM model 26 It. J. Data Aalyss Techques ad Strateges, Vol., No. 2, 2008 Data-mg applcato for coutry segmetato based o the RFM model Mehd Ghazafar Idustral Egeerg Departmet Ira Uversty of Scece ad Techology Tehra,

More information

Application of an Artificial Neural Network Model to Rivers Water Quality Indexes Prediction A Case Study. Hossein Banejad 1, Ehsan Olyaie 1

Application of an Artificial Neural Network Model to Rivers Water Quality Indexes Prediction A Case Study. Hossein Banejad 1, Ehsan Olyaie 1 Joural of Amerca Scece, 2011;7(1) Applcato of a Artfcal Neural Network Model to Rvers Water Qualty Idexes Predcto A Case Study Hosse Baejad 1, Ehsa Olyae 1 1. Departmet of Water Egeerg, Faculty of Agrculture,

More information

Demand Forecasting on The Mobile Communication Service Market Using Diffusion Models and Growth Curve Models: A Case Study

Demand Forecasting on The Mobile Communication Service Market Using Diffusion Models and Growth Curve Models: A Case Study Proceedgs of the 6th WSEAS Iteratoal Coferece o Appled Computer Scece, Hagzhou, Cha, Aprl 5-7, 2007 27 Demad Forecastg o The Moble Commucato Servce Market Usg Dffuso Models ad Growth Curve Models: A Case

More information

Domain Knowledge Based Personalized Recommendation Model and Its Application in Cross-selling

Domain Knowledge Based Personalized Recommendation Model and Its Application in Cross-selling Avalable ole at www.scecedrect.com Proceda Computer Scece 9 (2012 ) 1314 1323 Iteratoal Coferece o Computatoal Scece, ICCS 2012 Doma Kowledge Based Persoalzed Recommedato Model ad Its Applcato Cross-sellg

More information

ABSTRACT. 1. The Residential Heating Energy Sector in Greece

ABSTRACT. 1. The Residential Heating Energy Sector in Greece MONTE CARLO FORECASTING OF RESIDENTIAL NATURAL GAS AND DISTRICT HEATING DEMAND AND TARIFFS, AND COMPARISONS BASED ON THE CURRENTLY USED HEATING DIESEL, IN A CITY IN NORTH GREECE. by Chrstos Em. Papadopoulos,

More information

The Simulation Research on Non-point Source Pollution in Lianshui Watershed Yuannan Long 1,2,a, Changbo Jiang 1,2,b, Shixiong Hu 2,3,c and Bei Chu 4,d

The Simulation Research on Non-point Source Pollution in Lianshui Watershed Yuannan Long 1,2,a, Changbo Jiang 1,2,b, Shixiong Hu 2,3,c and Bei Chu 4,d Appled Mechacs ad Materals Ole: 2012-10-26 ISSN: 1662-7482, Vols. 209-211, pp 2018-2022 do:10.4028/www.scetfc.et/amm.209-211.2018 2012 Tras Tech Publcatos, Swtzerlad The Smulato Research o No-pot Source

More information

INCENTIVE SCHEMES FOR SEMICONDUCTOR CAPACITY-ALLOCATION: A GAME THEORETIC ANALYSIS

INCENTIVE SCHEMES FOR SEMICONDUCTOR CAPACITY-ALLOCATION: A GAME THEORETIC ANALYSIS INCENTIVE SCHEMES FOR SEMICONDUCTOR CAPACITY-ALLOCATION: A GAME THEORETIC ANALYSIS Suleyma Karabuk Departmet of Idustral Egeerg, College of Egeerg Uversty of Oklahoma, Norma, OK 7309-063 karabuk@ou.edu

More information

Prediction of added value of agricultural subsections using artificial neural networks: Box-Jenkins and Holt-Winters methods

Prediction of added value of agricultural subsections using artificial neural networks: Box-Jenkins and Holt-Winters methods Joural of Developmet ad Agrcultural Ecoomcs Vol. 2(4), pp. 115-121, Aprl 2010 Avalable ole at http://www.academcjourals.org/jdae ISSN 2006-9774 2010 Academc Jourals Full Legth Research Paper Predcto of

More information

Robust Regression Models for Predicting PM 10 Concentration in an Industrial Area

Robust Regression Models for Predicting PM 10 Concentration in an Industrial Area Iteratoal Joural of Egeerg ad Techology Volume No. 3, March, 01 Robust Regresso Models for Predctg PM 10 Cocetrato a Idustral Area Ahmad Za Ul-Saufe 1,, Ahmad Shukr Yahaya 1, Nor Azam Raml 1, Hazrul Abdul

More information

q-exponential Variable-form of a Stem Taper and Volume Model for Scots Pine (Pinus sylvestris L.) in Lithuania

q-exponential Variable-form of a Stem Taper and Volume Model for Scots Pine (Pinus sylvestris L.) in Lithuania q-expoetal Varable-form of a Stem Taper ad Volume Model for Scots Pe (Pus sylvestrs L.) Lthuaa EDMUNDAS PETRAUSKAS*, PETRAS RUPÐYS AND ROMAS MEMGAUDAS Forest Maagemet Departmet of Lthuaa Uversty of Agrculture,

More information

Use of Expert Judgment in Risk Assessments Involving Complex State Spaces

Use of Expert Judgment in Risk Assessments Involving Complex State Spaces 1 Use of Expert Judgmet Rsk Assessmets Ivolvg Complex State Spaces Thomas A. Mazzuch Departmet of Egeerg Maagemet ad Systems Egeerg George Washgto Uversty MOTIVATION Detaled spectos of -servce wrg show

More information

Multi-criteria decision making of brand innovation

Multi-criteria decision making of brand innovation Afrca Joural of usess Maagemet Vol.6 (6), pp. 7648-7658, 4 July, 01 Avalable ole at http://www.academcjourals.org/ajm DOI: 10.5897/AJM11.631 ISSN 1993-833 01 Academc Jourals Full Legth Research Paper Mult-crtera

More information

DERIVED OPERATING RULES FOR RESERVOIRS IN SERIES

DERIVED OPERATING RULES FOR RESERVOIRS IN SERIES DERIVED OPERATING RULES FOR RESERVOIRS IN SERIES OR IN PARALLEL By Jay R. Lud 1 ad Joel Guzma 2 ABSTRACT: Ths paper revews a varety of derved sgle-purpose operatg polces for reservors seres ad parallel

More information

A site model for Pyrenean oak (Quercus pyrenaica) stands using a dynamic algebraic difference equation

A site model for Pyrenean oak (Quercus pyrenaica) stands using a dynamic algebraic difference equation A ste model for Pyreea oak (Quercus pyreaca) stads usg a dyamc algebrac dfferece euato João P. Carvalho ad Berard R. Parresol 93 Itroducto Abstract: Ths paper presets a growth model for domat-heght ad

More information

Drivers of adoption and intensity of adoption of goat Farming in Southern Malawi Edwin Kenamu 1 Francis Maguza-Tembo 1 *

Drivers of adoption and intensity of adoption of goat Farming in Southern Malawi Edwin Kenamu 1 Francis Maguza-Tembo 1 * Joural of Ecoomcs ad Sustaable Developmet ISSN 2222-1700 (Paper) ISSN 2222-2855 (Ole) www.ste.org Drvers of adopto ad testy of adopto of goat Farmg Souther Malaw Edw Keamu 1 Fracs Maguza-Tembo 1 * Abstract

More information

WATER QUALITY OF THE PANNONIAN BASIN RIVERS DANUBE, SAVA, AND TISA AND ITS CORRELATION WITH AIR TEMPERATURE IN SERBIA

WATER QUALITY OF THE PANNONIAN BASIN RIVERS DANUBE, SAVA, AND TISA AND ITS CORRELATION WITH AIR TEMPERATURE IN SERBIA Patel}, M. M., et al.: Water Qualty of the Paoa Bas Rvers... S477 WATER QUALITY OF THE PANNONIAN BASIN RIVERS DANUBE, SAVA, AND TISA AND ITS CORRELATION WITH AIR TEMPERATURE IN SERBIA by Mlaa M. PANTELI]

More information

Spatial Extent of Future Changes in the Hydrologic Cycle Components in Ganga Basin using Ranked CORDEX RCMs

Spatial Extent of Future Changes in the Hydrologic Cycle Components in Ganga Basin using Ranked CORDEX RCMs Hydrol. Earth Syst. Sc. Dscuss., do:.94/hess-7-89, 7 Mauscrpt uder revew for joural Hydrol. Earth Syst. Sc. Dscusso started: 29 May 7 c Author(s) 7. CC-BY 3.0 Lcese. Spatal Extet of Future Chages the Hydrologc

More information

Simulator for operator training in the Sudurnes Regional Heating Corporation 30 MW el combined heat and power (CHP) plant

Simulator for operator training in the Sudurnes Regional Heating Corporation 30 MW el combined heat and power (CHP) plant Smulator for operator trag the Sudures Regoal Heatg Corporato 3 MW el combed heat ad power (CHP) plat Ger Þórólfsso Sudures Regoal Heatg Corporato, Icelad Emal: ger@hs.s Jóha Þór Magússo, Jó Vlberg Guðgersso

More information

Available online at ScienceDirect. Procedia CIRP 50 (2016 ) th CIRP Design Conference

Available online at   ScienceDirect. Procedia CIRP 50 (2016 ) th CIRP Design Conference Avalable ole at www.scecedrect.com SceceDrect Proceda CIRP 50 (2016 ) 173 178 26th CIRP Desg Coferece A ew model to ascerta product maturty product developmet processes Alexadra Kadt a *, Tobas Pckshaus

More information

Construction of knowledge test and measurement of beekeepers knowledge about beekeeping practices under NHM

Construction of knowledge test and measurement of beekeepers knowledge about beekeeping practices under NHM Costructo of kowledge test ad measuremet of beekeepers kowledge about beekeepg practces uder NHM Jaya Mehra 1, K. L. Dag ad Vapal Kumar Boyal 3 Abstract Beekeepg s a mportat compoet of agrculture ad rural

More information

Making Better Fulfillment Decisions on the Fly in an Online Retail Environment

Making Better Fulfillment Decisions on the Fly in an Online Retail Environment Makg Better Fulfllmet Decsos o the Fly a Ole Retal Evromet The MIT Faculty has made ths artcle opely avalable. Please share how ths access beefts you. Your story matters. Ctato As Publshed Publsher Acmovc,

More information