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

Size: px
Start display at page:

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

Transcription

1 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 developed for bod portfolos although t ca be exteded to other assets. I the case of partal hedgg of the rsk, oe calls ths strategy partal mmusato. I cotrast, absolute mmusato for bod portfolos refers to the hedgg wth a bod wth same durato ad covexty. The cocept of durato (ad also covexty) plays a fudametal role mmusato theory, hece the other ame for mmusato as durato matchg. I theory, a perfect mmusato s oly attaed f the asset to be hedged ad the uderlyg used are perfect substtute. The usual way of quatfyg terest rsks for a bod portfolo s to use the durato ad covexty. These two cocepts have a log hstory assetlablty maagemet, datg back to Macaulay (938). Durato (see durato) measures the sestvty of a bod portfolo s value to chages yeld. I ts smple form, referred to as the Macaulay durato, t s mathematcally gve by mus the logarthmc dervatve fucto of the bod prce wth respect to ts yeld.

2 Suppose that a bod pays a stream of coupo c at tme t, wth the fal coupo c cludg the otoal of the bod ad y s ts cotuously compouded yeld. The bod prce B, s the gve by the sum of the dscouted cash flows: B = = c e yt (.) The durato s defed as: D = = t c e B yt D = B y (.2), Whch ca be wrtte as a weghted sum of the dfferet paymet tmes: D = = ce t B yt (.3) The term square brackets s the rato of the preset value of the paymet at tme t over the value of the bod, that s the sum of the preset value of the paymets to come. Durato provdes that the rsk of the bod ( terms of chage of the yeld) s gve at frst order by: B y = BD (.3) It reles o the parallel shft of the yeld curve (see durato for a dscusso of more advaced durato cocept). Apart from obvous hedgg purposes, durato also allows to compare vestmets wth dfferet horzos a smple way. Suppose that a fxed coupo bearg bod, wth a maturty of 0 years has a durato of 7 ad a half year. A zero coupo bod maturty 0 years has obvous 0 year durato. Durato explas that the vestmet

3 the zero coupo bod cotas more rsks (to the chage of the yeld) tha the fxed coupo bearg bod. Covexty gves a fer graularty to the terest rate rsk aalyss by examg secod order rsk. Mathematcally, covexty s defed as the secod dervatves of the bod prce wth respect to the yeld: 2 B c = (.4) 2 y The fudato dea of mmuzato theory s the to match both the covexty ad the durato of the assets wth the labltes, usg specfc bods wth lqudty. I moder facal terms, mmusato (or dedcato) theory s smlar to a sem-statc hedge for a bod portfolo. It s a passve strategy that guaratees that the bod portfolo bares hardly ay rsk. Occasoally the portfolo maager may eed to re-hedge as t s oly a secod order hedge. Hgher momets may o the log term affect the portfolo. As tme passes, the durato ad covexty of the portfolo ad the labltes may shft. The portfolo must check perodcally the qualty of the mmusato For hgh yeld bod, mmusato plays a mportat role, as terest rsk ca be qute substatal. Immusato gores at frst sght ay credt valuato of couterparty. I order to gauge the vulerablty of ther portfolos to terest rate rsk, fud maagers may do varous scearo aalyses ad stress testg.

4 Ths prelmary aalyss would help them structure approprate mmusato strateges. Oe eeds also to model accurately ay embedded opto the bod as the bod s durato ad covexty ca be cosderable modfed by the opto compoet. Etry category: mathematcal models Related artcles: yeld curve modellg. Erc Behamou Swaps Strategy, Lodo, FICC, Goldma Sachs Iteratoal The vews ad opos expressed here are the oes of the author s ad do ot ecessarly reflect those of Goldma Sachs

5 Refereces Fabozz ad Pollack, Hadbook of Fxed Icome Securtes

1 1 1, ,000 1, , ,000 1, , ,000 1,150

1 1 1, ,000 1, , ,000 1, , ,000 1,150 . Which of the followig $,000 face-value securities has the lowest yield to maturity? A) a 5 percet coupo bod sellig for $,000 B) a 0 percet coupo bod sellig for $,000 C) a 5 percet coupo bod sellig for

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

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

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

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

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

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

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

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

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

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

A DEVS Based Modelling and Simulation Methodology COSIM

A DEVS Based Modelling and Simulation Methodology COSIM Appl Math If Sc 6 No 2S pp 417S-423S (212) Appled Mathematcs & Iformato Sceces A Iteratoal Joural @ 212 NSP Natural Sceces Publshg Cor A DEVS Based Modellg ad Smulato Methodology COSIM Sog Xao 1 Zhag L

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

Your. Contact us. Marathon. Half Marathon. 10 Mile. Additional training 10K. Flexibility training. Cross-training. Resistance training.

Your. Contact us. Marathon. Half Marathon. 10 Mile. Additional training 10K. Flexibility training. Cross-training. Resistance training. How to tra Tra plas The key to all tra s to start slowly ad work your way up. Our tra plas are a ude oly you kow your ow body ad kow what feels rht. The most mportat oal s to fsh the race oe pece ad ejoy

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

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

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

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

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

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

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

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

Bullet moments. Principal estimates. The worst is over? Investment company. Research March 10, 2009 Norilsk Nickel. Recommendation: BUY

Bullet moments. Principal estimates. The worst is over? Investment company. Research March 10, 2009 Norilsk Nickel. Recommendation: BUY Research March, 29 Norlsk Nckel The worst s over? Aalyst: E-mal: Ivestmet compay Noferrous metals Russa Recommedato: BUY Staslav Fomeko SFomeko@veles-captal.ru Bullet momets Prcpal estmates Startg from

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

A Fuzzy Based Maintenance Quality Function Deployment Application for an Automoblie Service Station

A Fuzzy Based Maintenance Quality Function Deployment Application for an Automoblie Service Station Iteratoal Joural of Egeerg Research & Techology (IJERT) A Fuzzy Based Mate Qualty Fucto Deploymet Applcato for a Automoble Servce Stato ISSN: 2278-08 Vol. 2 Issue, November - 203 Davy George Valav Research

More information

Valorization of low-temperature heat: impact of the heat sink on performance and economics

Valorization of low-temperature heat: impact of the heat sink on performance and economics nd European Conference on Polygeneraton th March- st Aprl, arragona, Spa Felx Zegler Valorzaton of low temperature heat: mpact of the heat sk on performance and economcs pages nn-mm Valorzaton of low-temperature

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

EH SmartView. A SmartView of risks and opportunities. Monitoring credit insurance. ehsmartview.co.uk. Euler Hermes Online Services

EH SmartView. A SmartView of risks and opportunities. Monitoring credit insurance. ehsmartview.co.uk. Euler Hermes Online Services EH SmartVew Euler Hermes Onlne Servces A SmartVew of rsks and opportuntes Montorng credt nsurance ehsmartvew.co.uk Benefts of EH SmartVew Presentng tmely ntellgence n a clear and concse way Provdng greater

More information

EH SmartView. A SmartView of risks and opportunities. Monitoring credit insurance. Euler Hermes Online Services

EH SmartView. A SmartView of risks and opportunities. Monitoring credit insurance.   Euler Hermes Online Services EH SmartVew Euler Hermes Onlne Servces A SmartVew of rsks and opportuntes Montorng credt nsurance www.eulerhermes.dk EH SmartVew Montor rsks and seze opportuntes as they arse In an uncertan world, protectng

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

Total Quality Management in Product Life Cycle

Total Quality Management in Product Life Cycle Total Qualty Maageet roduct Lfe Cycle Dh So NGUEN 1 1 Daag Uversty of Scece ad Techology The Uversty of Daag, Veta (dso@dut.ud.v; guye.dso@gal.co) Abstract Today, the developet of scece ad forato techology

More information

Dynamic Optimization of the Investment Portfolio in the Contemporary Business Conditions

Dynamic Optimization of the Investment Portfolio in the Contemporary Business Conditions XVII Iteratoal Scetfc Coferece o Idustral Systems () Nov Sad, Serba, October 4. 6. 07. Uversty of Nov Sad, Faculty of Techcal Sceces, Departmet for Idustral Egeerg ad Maagemet Avalable ole at http://www.m.ft.us.ac.rs/s7

More information

The Impact of Exchange Rate Devaluation on Price Indices of Exported Goods in Iran

The Impact of Exchange Rate Devaluation on Price Indices of Exported Goods in Iran ra. Eco. Rev. Vol., No., 7. pp. 85-99 he mpact of Exchage Rate Devaluato o Prce dces of Exported Goods ra Abstract E Nooradd Sharfy*, Vahd aghezhad Omra, ahereh Valead Ahagaree 3 Receved: 6/4/ Accepted:

More information

S. Ganesan Senior Lecturer Department of Electrical Engineering Annamalai University Annamalainagar, India

S. Ganesan Senior Lecturer Department of Electrical Engineering Annamalai University Annamalainagar, India Iteratoal Joural of Computer Applcatos (0975 8887 A Smple Approach for Emsso Costraed Ecoomc Dspatch roblems S. Subramaa rofessor Departmet of Electrcal Egeerg Aamala Uversty Aamalaagar, Ida S. Gaesa Seor

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

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

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

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

Closed-Loop Measurement of Equipment Efficiency and Equipment Capacity

Closed-Loop Measurement of Equipment Efficiency and Equipment Capacity Closed-Loop Measuremet of Equpmet Effcecy ad Equpmet Capacty Robert C. Leachma Dept. of Idustral Egeerg ad Operatos Research Uversty of Calfora at Berkeley Berkeley, CA 94720-777 Jauary, 2002. Itroducto

More information

Proposed platform for improving grid security by trust management system

Proposed platform for improving grid security by trust management system (IJCSIS) Iteratoal Joural of Computer Scece ad Iformato Securty, Vol. 6, No., 009 Proposed platform for mprovg grd securty by trust maagemet system feh dat Islamc Azad Uversty, Scece ad Research Brach,

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

Finding Pareto Optimal Front for the Multi- Mode Time, Cost Quality Trade-off in Project Scheduling

Finding Pareto Optimal Front for the Multi- Mode Time, Cost Quality Trade-off in Project Scheduling Fdg Pareto Optmal Frot for the Mult- Mode Tme, Cost Qualty Trade-off Project Schedulg H. Iramaesh, M. R. Skadar, ad M. Allahverdloo Abstract Project maagers are the ultmate resposble for the overall characterstcs

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

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

Finding the Best Flexibility Strategies by Using an Integrated Method of FAHP and QFD

Finding the Best Flexibility Strategies by Using an Integrated Method of FAHP and QFD Fdg the Best Flexblty Strateges by Usg a Itegrated Method of FAHP ad QFD Müde Erol Geevos Tucay Gürbüz Idustral Egeerg Departmet Galatasaray Uversty Craga Cad. No:36 Ortaoy Istabul Turey Emal: merol@gsu.edu.tr

More information

Chapter 4: Linear Momentum and Collisions

Chapter 4: Linear Momentum and Collisions hyscs Chater 4: Lear oetu ad Collsos 4.. The Ceter o ass, Newto s ecod Law or a yste o artcles 4.. Lear oetu ad Its Coserato 4.3. Collso ad Iulse 4.4. oetu ad Ketc Eergy Collsos 4.. The Ceter o ass. Newto

More information

IEEE Standard Definitions for Use in Reporting Electric Generating Unit R e l i a b i l i t y, Av a i l a b i l i t y, and Productivity

IEEE Standard Definitions for Use in Reporting Electric Generating Unit R e l i a b i l i t y, Av a i l a b i l i t y, and Productivity IEEE Stadard Deftos for Use Reportg Electrc Geeratg Ut R e l a b l t y, Av a l a b l t y, ad Productvty IEEE Power Egeerg Socety Sposored by the Power System Aalyss, Computg, ad Ecoomcs Commttee I E E

More information

Impacts of supply and demand shifts

Impacts of supply and demand shifts Impacts of supply and demand shfts 1. Impacts of Supply shft S S S S Same sze of shft D D Elastc Demand Inelastc demand 2. Impacts of Demand shft D D S D D S Same sze of shft D Elastc Supply Inelastc demand

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

A Note on Price and Quantity Competition in Differentiated Oligopolies

A Note on Price and Quantity Competition in Differentiated Oligopolies August 17, 1999 A Note o Price ad Quatity Competitio i Differetiated Oligopolies Joas Häcer Departmet of Ecoomics, Stocholm Uiversity S-106 91 Stocholm, Swede Phoe: +46-8-163049 Fax: +46-8-159482 E-mail:

More information

Mining the Blogosphere to Generate Cuisine Hotspot Maps

Mining the Blogosphere to Generate Cuisine Hotspot Maps Mg the Blogosphere to Geerate Cuse Hotspot Maps Cha-Chu Shh, Tg-Chu Peg, We-She La Isttute for Iformato Idustry Tape, Tawa {chachu, markpeg, acespot}@.org.tw Joural of Dgtal Iformato Maagemet Abstract:

More information

Optimal advert placement slot using the knapsack problem model

Optimal advert placement slot using the knapsack problem model AMERICAN JOURNAL OF SCIENTIFIC AND INDUSTRIAL RESEARCH 00, Scece Huβ, http://www.schub.org/ajsir ISSN: 5-69X Optal advert placeet slot usg the kapsack proble odel Owoloko, E. A., Sagoe E.T. Departet of

More information

Supplier selection and evaluation using multicriteria decision analysis

Supplier selection and evaluation using multicriteria decision analysis Suppler selecton and evaluaton usng multcrtera decson analyss Stratos Kartsonaks 1, Evangelos Grgorouds 2, Mchals Neofytou 3 1 School of Producton Engneerng and Management, Techncal Unversty of Crete,

More information

OPTIMIZATION OF EDM PARAMETERS USING INTEGRATED APPROACH OF RSM, GRA AND ENTROPY METHOD

OPTIMIZATION OF EDM PARAMETERS USING INTEGRATED APPROACH OF RSM, GRA AND ENTROPY METHOD OPTIMIZATION OF EDM PARAMETERS USING INTEGRATED APPROACH OF RSM, GRA AND ENTROPY METHOD SANJAY KUMAR MAJHI, M. K. PRADHAN 2, HARGOVIND SONI 3 Departmet of Mechacal Egeerg, Gya Gaga Isttute of Techology

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

Transactions of the VŠB Technical University of Ostrava, Mechanical Series. article No. 1908

Transactions of the VŠB Technical University of Ostrava, Mechanical Series. article No. 1908 Trasactos of the VŠB Techcal Uersty of Ostraa, Mechacal Seres No.,, ol. LVIII artcle No. 98 Marek NIKODÝM *, Karel FRYDRÝŠEK ** FINITE DIFFERENCE METHOD USED FOR THE BEAMS ON ELASTIC FOUNDATION PART (APPLICATIONS)

More information

Calibration and validation of SWMM model in two urban catchments in Athens, Greece

Calibration and validation of SWMM model in two urban catchments in Athens, Greece 5 th Iteratoal Coferece o Evrometal Scece ad Techology Rhodes, Greece, 3 August to September Calbrato ad valdato of SWMM model two urba catchmets Athes, Greece Kourts I.M.,*, Kopsafts G., Bellos V., ad

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

PRODUCTIVE PUBLIC EXPENDITURE AND IMPERFECT COMPETITION WITH ENDOGENOUS PRICE MARKUP: COMMENT

PRODUCTIVE PUBLIC EXPENDITURE AND IMPERFECT COMPETITION WITH ENDOGENOUS PRICE MARKUP: COMMENT PRODUCTIVE PUBLIC EXPENDITURE AND IMPERFECT COMPETITION WITH ENDOGENOUS PRICE MARKUP: COMMENT Luís F. Costa (ISEG, Unversdade Técnca de Lsboa and UECE) Nuno Palma (London School of Economcs) ABSTRACT In

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

Research Article Supply Chain Contracts with Multiple Retailers in a Fuzzy Demand Environment

Research Article Supply Chain Contracts with Multiple Retailers in a Fuzzy Demand Environment Mathematcal Problems Egeerg Volume 3, Artcle ID 48353, ages htt://dx.do.org/.55/3/48353 Research Artcle Suly Cha Cotracts wth Multle Retalers a Fuzzy Demad Evromet Shegju Sag Deartmet of Ecoomcs, Heze

More information

It is at these processes that ICT can have its influence in three different ways:

It is at these processes that ICT can have its influence in three different ways: Implemetg educatoal software Itroducto The possbltes preseted by moder formato- e commucato techology ca be vewed from dfferet perspectves. The perspectve descrbed the frst part of ths documet s the rather

More information

The solubility of free monomers in polymer has an effective role in the product

The solubility of free monomers in polymer has an effective role in the product Iraa Polymer Joural 17 (7), 2008, 483491 Avalable ole at: http://joural.pp.ac.r Modellg the Solublty of 1,1,1,2Tetrafluoroethae, 1Chloro1,1dfluoroethae, Butae ad Isobutae LDPE wth Artfcal Neural Network

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

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

Hexagonal Fuzzy DEMATEL Approach to Analyze the Solid Waste Management

Hexagonal Fuzzy DEMATEL Approach to Analyze the Solid Waste Management Iteratoal Joural of Pure ad Appled Mathematcs Vome 8 No. 5 208 475-492 ISSN: 3-8080 (prted verso); ISSN: 34-3395 (o-le verso) url: http://www.jpam.eu Specal Issue jpam.eu Hexagoal Fuzzy DEMATEL Approach

More information

Appendix 6.1 The least-cost theorem and pollution control

Appendix 6.1 The least-cost theorem and pollution control Appendx 6.1 The least-cost theorem and polluton control nstruments Ths appendx s structured as follows. In Part 1, we defne the notaton used and set the scene for what follows. Then n Part 2 we derve a

More information

P Fra Cv. Since this is a zero coupon bond, our formula simplifies to that P=500, n=10, C=1000 and we need to find j. 10

P Fra Cv. Since this is a zero coupon bond, our formula simplifies to that P=500, n=10, C=1000 and we need to find j. 10 Chapter 6 Sectio 1. Haie purchases a 10 year zero coupo bod for 500 ad will be paid 1000 at ed of 10 years. Calculate the aual effective retur received by Haie. Solutio: Remember the formula, P Fra Cv.

More information

INSTITUTE OF TRANSPORT STUDIES. Congestion Charging and the Optimal Provision of Public Infrastructure: Theory and Evidence

INSTITUTE OF TRANSPORT STUDIES. Congestion Charging and the Optimal Provision of Public Infrastructure: Theory and Evidence WORIN AER ITS-W-03-0 Cogesto Chargg ad the Optmal rovso o ublc Irastructure: Theory ad Evdece By Truog Truog* ad Davd A Hesher Jauary 2003 ISSN 440-350 *ITS Aduct ellow ad School o Ecoomcs Uversty o New

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

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

The Application of Grey Theory to Taiwan Pollution Prediction

The Application of Grey Theory to Taiwan Pollution Prediction Proceedgs of the World Cogress o Egeerg 22 Vol II WCE 22, July 4-6, 22, Lodo, U.K. The Applcato of Grey Theory to Tawa Polluto Predcto Che-Fag Tsa Abstract Ths paper presets a ovel approach to predct Tawa

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

Customer segmentation, return and risk management: An emprical analysis based on BP neural network

Customer segmentation, return and risk management: An emprical analysis based on BP neural network Avalable onlne www.jocpr.com Journal of Chemcal and Pharmaceutcal Research, 204, 6(6):698-703 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 Customer segmentaton, return and rsk management: An emprcal

More information

RULEBOOK on the manner of determining environmental flow of surface water

RULEBOOK on the manner of determining environmental flow of surface water Pursuant to Artcle 54 paragraph 2 of the Law on Waters (Offcal Gazette of the Republc of Montenegro 27/07 and Offcal Gazette of Montenegro 32/11 and 48/15), the Mnstry of Agrculture and Rural Development

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

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

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

P Fra Cv. Since this is a zero coupon bond, our formula simplifies to that P=500, n=10, C=1000 and we need to find j. 10

P Fra Cv. Since this is a zero coupon bond, our formula simplifies to that P=500, n=10, C=1000 and we need to find j. 10 Chapter 6 Sectio 1. (F11HW) Yacy purchases a 10 year zero coupo bod for 500 ad will be paid 1000 at ed of 10 years. Calculate the aual effective retur received by Yacy. Solutio: Remember the formula, P

More information

Hourly electricity consumption by households and the peak demand Frits Møller Andersen

Hourly electricity consumption by households and the peak demand Frits Møller Andersen Hourly electrcty consumpton by households and the peak demand Frts Møller Andersen 16-06-2017 Categores [] Categores [] Total [] Total [] Why focus on households and peak consumpton? The peak consumpton

More information

Flexural Tension in Unreinforced Masonry: Evaluation of Current Specifications

Flexural Tension in Unreinforced Masonry: Evaluation of Current Specifications lexural Teso Ureforced Masory: Evaluato of Curret Specfcatos Youg Sag Km ad Rchard M. Beett Ureforced masory s that whch the tesle stregth of the masory s take to cosderato desg. Allowable out-of-plae

More information

Research on Cold Storage Multi-objective Optimal Operation with Photovoltaic Power Generation

Research on Cold Storage Multi-objective Optimal Operation with Photovoltaic Power Generation Iteratoal Joural of Electrcal Eergy, Vol. 5, No. 2, December 207 Research o Cold Storage Mult-obectve Optmal Operato wth Photovoltac Power Geerato Bo Hu, Tao Wag, Peghu L, Fe Qu, Chaoa J, Lag Kog2, Heg

More information

Extended Abstract for WISE 2005: Workshop on Information Systems and Economics

Extended Abstract for WISE 2005: Workshop on Information Systems and Economics Extended Abstract for WISE 5: Workshop on Informaton Systems and Economcs How Many Bundles?:An Analyss on Customzed Bundlng of Informaton Goods wth Multple Consumer Types Wendy HUI Ph.D. Canddate Department

More information

The monopoly market. Telecommunications in Portugal. Managerial Economics MBACatólica

The monopoly market. Telecommunications in Portugal. Managerial Economics MBACatólica Fernando Branco 2006-2007 Fall uarter Sesson 5 Part I The monopoly market A sngle company supples an output, over whch t has relevant market power: The relevant market; Dmenson of the company. Market power:

More information

Effect of Machining Parameters of AISI D2 Tool Steel on Electro Discharge Machining

Effect of Machining Parameters of AISI D2 Tool Steel on Electro Discharge Machining Research Artcle Iteratoal Joural of Curret Egeerg ad Techology E-ISSN 22 4106, P-ISSN 234-161 14 INPRESSCO, All Rghts Reserved Avalable at http://pressco.com/category/jcet Effect of Machg Parameters of

More information

MULTIATTRIBUTE EVALUATION OF ORGANIC AND INORGANIC AGRICULTURAL FOOD INVESTMENTS USING FUZZY TOPSIS

MULTIATTRIBUTE EVALUATION OF ORGANIC AND INORGANIC AGRICULTURAL FOOD INVESTMENTS USING FUZZY TOPSIS Techologcal ad Ecoomc Developmet of Ecoomy ISSN 2029-493 / eissn 2029-492 208 Volume 24 Issue 3: 844 858 https://do.org/0.3846/2029493.206.26905 MULTIATTRIBUTE EVALUATION OF ORGANIC AND INORGANIC AGRICULTURAL

More information

ORACLE COMMERCE CLOUD INTRODUCTION TO PROMOTIONS

ORACLE COMMERCE CLOUD INTRODUCTION TO PROMOTIONS ORACLE COMMERCE CLOUD INTRODUCTION TO PROMOTIONS INTRODUCTION Oracle Commerce Cloud makes it easy to create ad maage promotios, but we kow it takes more coordiatio creativity aalytical kow-how to deliver

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

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

Duration, convexity and portfolio immunization

Duration, convexity and portfolio immunization //004 Chrisos apahrisodoulou, Mälardale Uiversiy, School of Busiess Duraio, covexiy ad porfolio immuizaio Some priciples of bods prices As is kow, a bod s price is give by: C C C F + r r( + ( + + F If

More information

Measuring the Service Quality of Fast-food Restaurants in Turkey Using a Hybrid Multi Criteria Decision Making Approach

Measuring the Service Quality of Fast-food Restaurants in Turkey Using a Hybrid Multi Criteria Decision Making Approach Proceegs Iteratoal Coferece o Iustral Egeerg a Operatos Maagemet Bogota, Colomba, October 25-26, 207 Measurg the Servce Qualty of Fast-foo s Turkey Usg a Hybr Mult Crtera Decso Makg Approach Mehmet Salh

More information

USING THE THEORY OF CONSTRAINTS AND ACTIVITY-BASED COSTING FOR OPTIMAL PRODUCT MIX DECISION-MAKING IN METALLURGY

USING THE THEORY OF CONSTRAINTS AND ACTIVITY-BASED COSTING FOR OPTIMAL PRODUCT MIX DECISION-MAKING IN METALLURGY USING THE THEORY OF CONSTRAINTS AND ACTIVITY-BASED COSTING FOR OPTIMAL PRODUCT MIX DECISION-MAKING IN METALLURGY Jří HÁJEK Uversty of Ecoomcs, Prague, Faculty of Busess Admstrato, ám. W. Churchlla 4, 130

More information

evelopmnet iscussion

evelopmnet iscussion 2 IDEC DP D Seres Vol. No. evelopmet scusso P olcy aper 3 5 Structural chage, labor productvty growth, ad covergece of BRIC coutres Vatthaamxay Chasomphou, Masaru Ichhash August, 213 Departmet of Developmet

More information

Treatment of discontinuous interface in liquid-solid forming with extended finite element method

Treatment of discontinuous interface in liquid-solid forming with extended finite element method ras. Noferrous Met. Soc. Cha 20(200) s9-s95 reatmet of dscotuous terface lqud-sold formg wth exteded fte elemet method ZHOU J-mg( 周计明 ),2, QI Le-hua( 齐乐华 ),2. School of Mechatroc Egeerg, Northwester Polytechcal

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

Probabilistic Design in a Sheet Metal Stamping Process under Failure Analysis

Probabilistic Design in a Sheet Metal Stamping Process under Failure Analysis Probablstc Desg a Sheet Metal Stampg Process uder Falure Aalyss Thaweepat Buraatht a, Ja Cao a *, Z. Cedrc Xa b, We Che a a Departmet of Mechacal Egeerg, Northwester Uversty, Evasto, Illos 60208. b Ford

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

IJSOM August 2015, Volume 2, Issue 2, pp ISSN-Print: ISSN-Online:

IJSOM August 2015, Volume 2, Issue 2, pp ISSN-Print: ISSN-Online: Iteratoal Joural of Supply ad Operatos Maagemet IJSOM August 2015, Volume 2, Issue 2, pp. 700-719 ISSN-Prt: 2383-1359 ISSN-Ole: 2383-2525 www.jsom.com Vehcle routg wth tme wdows ad customer selecto for

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