Irrigation Economics
|
|
- Andrew Burns
- 7 years ago
- Views:
Transcription
1 Irrigation Econoics The Hydrologic Cycle Rain Evaporation Irrigation Run-on Agricultural Production Run-off Deep Percolation to Groundwater The use of irrigation water depends on: Econoics (prices and costs) Crop Selection Land Quality and Environental Conditions Irrigation Technology Water Manageent Choices depend on: Type of Crops Irrigation Technology Level of Water Availability
2 Soe Stylized Facts About Irrigation: Irrigation water is easured in "acre-feet," AF, which is the aount of water needed to cover one acre of land to a one foot depth (before water is lost to percolation). Irrigation Efficiency easures the percentage of water that is actually consued by the crop. Typical Water Use of Coon Crops: Heavy water users: Rice; Alfalfa: 5-7 AF/year Mediu water users: Fruits: AF/year Cotton: AF/year Vegetables:2-3.5 AF/year Low water users: Wheat: AF/year Irrigation efficiencies of several irrigation technologies: Gravitational: Furrow.65 Border.65 Sprinkler: Manual ove.8 Center pivot.8 With field crops Low volue: Drip.95 Not used with alfalfa, wheat LEPA.9 Used in field crops Mini-sprinkler.9 Used with trees Currently, the price of water is set adinistratively and is not the result of the axiizing behavior of econoic agents.
3 How The Choice of Irrigation Technology Affects Output: Water is applied to the surface, percolates through the soil and is taken up by the root syste. If the soil is dry and a bucket of water is poured on it, ost of it will fail to pereate the soil, but will instead exit the land in the for of runoff. If the soil is first oistened, then it uch ore readily absorbs water drip irrigation: applies water slowly so that the crop can absorb it better Most of the water applied is absorbed by the plant. drip irrigation systes are very expensive to set up. sprinkler irrigation: distributes water unevenly (through space and tie) Less of the water applied is utilized by crops; greater evaporation and runoff sprinkler systes are relatively inexpensive to set up. gravitational systes such as flood or furrow: pool water on a portion of land. less water efficient than sprinkler or drip (greater evaporation and surface runoff).
4 A siple odel of irrigation technology choice: Ag. production is a function of the effective water taken up by the crop. (called Effective Irrigation Water) Effective water is the product of two coponents: applied irrigation water (the quantity of water applied) irrigation efficiency ( fraction of applied water taken up by the crop) per-acre production function for an ag. product: y = f(e) y = agricultural output per acre e = effective irrigation water per acre -- fe > 0 and fee < 0 Effective water equation: ei = a*h(i,q,c) a = applied water per acre h(i, q, c) = irrigation efficiency i = irrigation technology, where we assue two possible irrigation technologies, labeled with an index variable i: Traditional technology: i=1 Modern technology: i=2 (dh/di) > 0: higher i results in higher irrigation efficiency q = land quality: water-holding capacity, soil quality and topographical conditions such as slope. hq > 0, thus, an increase in land or water quality increases irrigation efficiency. c = cliate variables (teperature, huidity, etc.) hc is abiguous
5 Model of irrigation technology choice (cont) The farer s per-acre profit-axiization proble can be expressed as the following discrete/continuous choice proble: ( ) ( ) ax Π = Pf e w + z a k i, a ( ) ( i) ax Π = Pf ah( i, q, c) w + z a k i, a Π = profit; P = output price zi = cost of water puping and pressurization ki = fixed cost of technology i; w = price of water Assuptions: h(i=1) > h(i=0) efficiency is higher with odern technologies. k1 > k0 Modern technology requires higher fixed cost. z1 > z0 Puping cost is higher with odern technology. For a given i, optial water use is deterined by the F.O.C.: d Π = Pf e ( w + z) = e a i Pf eh ( i, q, c ) ( w + zi) = 0 da where fe and ea are the appropriate partial derivatives. i i i Rearranging: w + z h( i, q, c) i = Pf e MC of effective water = MVP of effective water.
6 The Technology Adoption Decision At soe level of land quality, all else being equal, switching technologies will axiize profits. This level of land quality is called the switch point. it is never profitable to far land of quality < q(i=1) high-quality land: either technology is profitable, although the traditional technology is ore profitable. oderate quality (between q(i=1) and qs): odern technology akes profitable land that was previously not worth faring The switch point is based on a coparison of Profit(i=0) with Profit(i=1).
7 Crop selection Crop selection depends on the levels of econoic paraeters such as land quality and water prices. In general, farers siultaneously choose crop type, irrigation technology and applied water use levels to axiize profits, based on the levels of econoic paraeters such as land quality. Modern technologies are ore likely to be adopted with: Moderate to low quality land; high value crops Low quality water; high price water. What are soe of the effects of technology adoption? Recall that profit axiization requires: w + z i = Pf e h(i) assue for siplicity that z0 = z1, (puping costs are the sae) and recall fro page 2 that fe > 0 => h(i=0) < h(i=1) ==> fe(i=0) > fe(i=1) ==> e0 < e1 odern technology increases the optial level of effective water use. (does not iply higher applied water use) In ost cases, odern technology REDUCES the optial level of applied water use, and is therefore water-saving. If e 0 < e 1, then q 0 < q 1. Thus, odern technology increases crop output.
8 Crop Selection (cont) If Land quality is high, water quality is high and weather is ild: h(i=1) and h(i=0) are not very different the adoption of odern irrigation technology does not change the optial levels of crop output or applied water use by uch. If land quality is low, water quality is low, or weather is hot: adoption of odern irrigation technology ay affect optial crop output and applied water use significantly. When land quality is low and teperature is high, the effect of adopting new technology depends on water price: Increase In Decrease In Water Price Crop Output Applied Water Use Low ($15/AF) Minial (0-5%) High (30-40%) Med ($15-$80/AF) Mediu (5-15%)Mediu (15-20%) High ($80+/AF) High (25-50%) Low or neg. (<5%)
9 An Exaple of Technology Choice Under Markets: an individual farer is growing a crop, Y Crop Production Function: Y = 30e - 0.2e 2 The price of y is: P = $80/ton The price of water is: V = $400 / A-F π = PY - Va - F --a = the input applied water, and F = fixed costs two technologies: Sprinkler Irrigation is 50% efficient and costs $10,000 to install Drip Irrigation is 75% efficient and costs $20,000 to install calculate profits under each syste, then copare: Under Sprinkler Irrigation: S 2 Max. π = $80( 30e 0. 2e ) 400a $10, 000 a { } subject to: e = 05. a substituting in the constraint S 2 Max. π = 800a 4a $10, 000 a { } Foc: S dπ = a = 0 da which yields: a* = 100 AF. Substituting the value a* into the profit expression we get: π S = $800(100) - 4(100) 2-10,000 = $30,000
10 Exaple (cont) Under Drip Irrigation: D 2 { π = } Max. $80( e. e ) a $20, a subject to: e = 0. 75a substituting in the constraint: D 2 { π = } Max., a a $20, a Foc: d π D = 1, a = 0 da which yields: a* = A-F. Substituting the value a* into the profit expression we get: π D = $800(77.78) - 4(77.78) 2-20,000 = $34,444 Since π D > π S, the farer is better off investing in a drip irrigation syste Drip Irrigation Uses Less Applied Water: (77.78 < 100) Drip Irrigation Uses More Effective Water: 0.75(77.78) = > 50 =0.5(100) Output Per Acre is Higher Using Drip Irrigation: Y D > Y S
11 Irrigation Under Water Markets and Queuing Systes Total water available for all acreage in a watershed is A Total acreage of productive ag. land in the region is L The production function is: y = f(e) e = ahi e = effective water per acre; a = applied water per acre y = f(e)= axiu output per acre e= e, effective water associated with axiu yield Under a queuing syste Senior rights owners use water until the VMP of water = 0, which is the level that will axiize yields. e - applied water use is a = per acre h0 - Junior rights owners use whatever water is left. Under a queuing syste of water rights: water price = 0 per acre fee for water use = µ Total acres under a water rights syste: Total output = Ah 0 y Output price = P Producer surplus = P Ah y e e u Ah. e 0 0 A a Ah0 = < L e
12 Irrigation Under Water Markets and Queuing Systes (cont) Is the queuing syste efficient? Junior rights owners do not get enough water if scarcity exists. A unit of water would provide positive MVP to junior owners The last unit of water on a senior owners land provides MVP =0. => The Queuing Syste is Inefficient. MVP J + MVP S The queuing syste leads to under-utilization and over-irrigation of land. Under a Market Syste efficient solution involves applying water uniforly across all land to equate the MVP. water per acre = A L yield per acre = yi = f ki A L price of water = VMP of applied water = Pf e h l k 1 = the fixed cost of ipleenting the technology ( k 1 > k 0 ) The producers' annual profits per acre are: π 1 = Py i A L Pf e h i k i µ t so that: π 1 = Py 1 A L Pf e h 1 k 1 µ t π 0 = Py 0 A L Pf e h 0 k 0 µ t ( π 1 π 0 ) = P( y 1 y 0 ) A L Pf h e ( h 1 0 ) ( k 1 k 0 )
13 Irrigation Under Water Markets and Queuing Systes (cont) Technology 1 is selected if: (π 1 - π 0 ) > 0 Both technologies require the sae water per acre, because water is evenly distributed across all acres as a result of equating the MVP. When the arket price of water is taken as a constant in the proble, the choice of technology can be expressed as: Select technology 1 when: P(y 1 - y 0 ) > k 1 - k 0 Both technologies result in the sae water use per acre, but the odern technology increases the yield by raising the aount of effective water received by the crop. If the arket value of the increase in yield is greater than the extra capital costs involved with investing in the new technology, the farer should invest.
14 Coparing Market and Queuing Outcoes Assue that, under arket conditions, technology i is optial and adopted by all farers. Under a arket syste all arable land is utilized. The transition to arket will increase irrigated land fro A e h 0 to L. Lf h A Ah > 0 i L e o Output will increase by: Y = f ( e ) as water is shifted fro low MP land to the high MP lands of junior rights holders. Output per acre of senior rights owners will decrease fro f(e) to f (A/ L e i ). water per acre of all users will decrease fro e h 0 to A/L. A In the transition to the arket, e h i L A h 0 e units of water which were used to produce the output associated with area B in the figure are allocated to irrigate new lands.
15 Coparing Market and Queuing Outcoes (cont) If the senior rights owners have to buy water under arkets, they are losing fro the transition. Under water arkets, they now have lower yields, they now have to pay for water, and they also ust pay to adopt the new technology, since doing so is now optial. Their loss per acre is: Pf e Pf h A ( Pf h A L L k u ) i + e i + i +. But if the senior rights are given the property rights to the water, they ay win. They still have lower output than under queuing, but the gain fro selling excess water ay overcoe this output loss. Their incoe per acre will be: Pf h A e h A L L Pf h A L t k i + i e i i If the transaction costs are high, there is no incentive to switch to a syste of water arkets. Naely, if: P Y + ki L k 0 A / ( h0 e ) t > L When transaction costs per acre exceed the per acre change in output plus the cost of adopting the optial odern technology less the cost savings of senior owners not adopting the conventional technology, water arkets ay be inefficient. Because arkets for final products have negatively sloped deand, the transition fro queuing to arkets will also reduce the arket price of agricultural coodities. Senior rights owners ay thus lose, even if they sell water because of the price decline of their outpur. Producers as a whole ay actually lose, but consuer surplus will increase.
16 Nuerical Exaple of Market vs. Queuing Land Base (103 acres) Deand Elasticity Queuing Outcoes Output (106 lbs.) Output Price ($/lb.) Irrigated Land (103 acres) Producer Profits (106 dollars) Market Outcoes: Adjustent Costs = $5/acre Output (106 lbs.) Output Price ($/lb.) Water Price ($/AF) Irrigated Land (103 acres) Technologies 2 2, Snr. Rights Net Profits ($106) Snr. Rights Gross Profits ($106) Percent Gain in Social Welfare 5.4% 16.3% 5.4% 23.8% Market Outcoes: Adjustent Costs = $50/acre Output (106 lbs) Output Price ($/lb.) Water Price ($/AF) Irrigated Land (103 acres) Technologies 2 2, Snr. Rights Net Profits ($106) Snr. Rights Gross Profits ($106) Percent Gain in Social Welfare - 0.5% 4.6% - 0.5% 10.3%
17 Deand for Water 250 D2 P = MVP of Water in 150 Agriculture ($/AF) P = 0.75 D1 Non-Ag Water Deand ($/AF) Water Available for Agriculture (illion AF) The deand functions for water can be derived according to the price of output and the available technology. The deand function has several steps and each is associated with a different technology. when urban deand is sall (D1), gains fro arkets are not spectacular, and traditional technology is optial since the MVP of water in alternate uses is sall. when water deand is high (D2), arkets lead to adoption of odern technologies and reduce ag. water use substantially. In general, there will be less objection to arkets aong users of scarce resources if existing users of the resource (senior rights holders or polluters) are given the right to sell perits.
18 Queuing Vs. Markets: A Nuerical Exaple the far production function is: y = 8e 2e 2 There are two technologies available: The traditional technology has a 50% water efficiency: h 0 =0.5 The odern technology has a 60% water efficiency: h 1 =0.6 Suppose for two technologies: P = 125, µ = 100, t = 50. Total water stock is, A = 6000 AF, Total land stock, L = Queuing Outcoe: Technology 0 is chosen. Senior rights holders ax. yield: Max{ y = 8e 2e 2 } the FOC: y e = 8 4e = 0 => e y e = 2, = 8, Water applied per acre is: a = e h0 2 = 0. = 4. 5 Acreage utilized siply depends on how far the water flows: AQ = 6, 000 = Aggregate output: Y Q = y (A Q ) = 8(1,500) = 12,000. Incoe per acre: π Q = 8(125) = $900. Total Far Incoe= (1,500 acres)($900/acre) = $1,375,000.
19 Queuing Vs. Markets: A Nuerical Exaple (cont) Market Outcoe: the case when only the traditional technology is available. Declining MVP of water and hoogeneous land quality iplies it is optial to distribute water evenly across all land 6000 => applied water per acre: a = = Effective water: e* = 3(0.5) = 1.5 Output per acre: y* = 8(1.5) - 2(1.5) 2 = 7.5 Aggregate Output: Y M = = Total incoe = 2000[ ] = py µ t Water price = VMP = p f e h 0 = 125 ( ).5 =125. Senior rights owners are given the right to sell surplus water: Senior rights owner owns 4 AF of water, uses 3 AF under a syste of water arkets and sells the reaining AF for $125: π * = $125( 7. 5) ($125) = $ Junior rights owners' profit per acre is: π * = $125( 7. 5) ($125) = $
20 Queuing Vs. Markets: A Nuerical Exaple (cont) the case when the odern technology is available e e * Effective water: a = 3 = e* = 18. h Output per acre: y* = 8( 18. ) 2( 18. ) = Aggregate output under arket: Y* = (2,000)(7.92) = 15,840 Total incoe = Water price = p f e h ( ) = py µ t c =125[ 8 4(1.8) ].6 = = 60. Assuing, as before, that Senior rights owners are allowed to sell their surplus water: Senior rights owners' incoe = Junior rights owners' incoe = ( 7. 92) = $ = 630.
21 Queuing Vs. Markets: A Nuerical Exaple (cont) Iplications: Establishing water arkets is welfare iproving. adoption of odern technology is in the best interest of society. total far incoe is higher when farers adopt new technology. Adopting odern technology is in the interest of junior rights holders Adopting odern technology is not in the interest of senior rights holders senior rights owners profit fro a arket syste, but only when odern technology is not adopted. Now Say the Governent Appropriates the Water Rights If the governent is given the water rights, then both senior and junior rights holders ust purchase water. The water price is still P = VMP in either case. Profit per acre is now the sae for the both senior and junior rights holders, which is what we already calculated for junior rights holders above. Therefore, it is now in the best interest of senior rights holders to invest in the new technology. the allocation of property rights achieves the sae result in ters of allocative efficiency: P = MVP = arginal profit per acre Different incentives are created for technology investent
Construction Economics & Finance. Module 3 Lecture-1
Depreciation:- Construction Econoics & Finance Module 3 Lecture- It represents the reduction in arket value of an asset due to age, wear and tear and obsolescence. The physical deterioration of the asset
More informationUse of extrapolation to forecast the working capital in the mechanical engineering companies
ECONTECHMOD. AN INTERNATIONAL QUARTERLY JOURNAL 2014. Vol. 1. No. 1. 23 28 Use of extrapolation to forecast the working capital in the echanical engineering copanies A. Cherep, Y. Shvets Departent of finance
More informationProblem Set 2: Solutions ECON 301: Intermediate Microeconomics Prof. Marek Weretka. Problem 1 (Marginal Rate of Substitution)
Proble Set 2: Solutions ECON 30: Interediate Microeconoics Prof. Marek Weretka Proble (Marginal Rate of Substitution) (a) For the third colun, recall that by definition MRS(x, x 2 ) = ( ) U x ( U ). x
More informationCalculating the Return on Investment (ROI) for DMSMS Management. The Problem with Cost Avoidance
Calculating the Return on nvestent () for DMSMS Manageent Peter Sandborn CALCE, Departent of Mechanical Engineering (31) 45-3167 sandborn@calce.ud.edu www.ene.ud.edu/escml/obsolescence.ht October 28, 21
More informationSOME APPLICATIONS OF FORECASTING Prof. Thomas B. Fomby Department of Economics Southern Methodist University May 2008
SOME APPLCATONS OF FORECASTNG Prof. Thoas B. Foby Departent of Econoics Southern Methodist University May 8 To deonstrate the usefulness of forecasting ethods this note discusses four applications of forecasting
More informationEcon 100A: Intermediate Microeconomics Notes on Consumer Theory
Econ 100A: Interediate Microeconoics Notes on Consuer Theory Linh Bun Winter 2012 (UCSC 1. Consuer Theory Utility Functions 1.1. Types of Utility Functions The following are soe of the type of the utility
More informationOnline Appendix I: A Model of Household Bargaining with Violence. In this appendix I develop a simple model of household bargaining that
Online Appendix I: A Model of Household Bargaining ith Violence In this appendix I develop a siple odel of household bargaining that incorporates violence and shos under hat assuptions an increase in oen
More informationEvaluating Inventory Management Performance: a Preliminary Desk-Simulation Study Based on IOC Model
Evaluating Inventory Manageent Perforance: a Preliinary Desk-Siulation Study Based on IOC Model Flora Bernardel, Roberto Panizzolo, and Davide Martinazzo Abstract The focus of this study is on preliinary
More informationIs Pay-as-You-Drive Insurance a Better Way to Reduce Gasoline than Gasoline Taxes?
Is Pay-as-You-Drive Insurance a Better Way to Reduce Gasoline than Gasoline Taxes? By Ian W.H. Parry Despite concerns about US dependence on a volatile world oil arket, greenhouse gases fro fuel cobustion,
More informationDISCUSSION PAPER. Is Pay-As-You-Drive Insurance a Better Way to Reduce Gasoline than Gasoline Taxes? Ian W.H. Parry. April 2005 RFF DP 05-15
DISCUSSION PAPER April 25 R DP 5-15 Is Pay-As-You-Drive Insurance a Better Way to Reduce Gasoline than Gasoline Taxes? Ian W.H. 1616 P St. NW Washington, DC 236 22-328-5 www.rff.org Is Pay-As-You-Drive
More informationPhysics 211: Lab Oscillations. Simple Harmonic Motion.
Physics 11: Lab Oscillations. Siple Haronic Motion. Reading Assignent: Chapter 15 Introduction: As we learned in class, physical systes will undergo an oscillatory otion, when displaced fro a stable equilibriu.
More informationSelf-enforcing environmental agreements and trade in fossil energy deposits
Fakultät III Wirtschaftswissenschaften, Wirtschaftsinforatik und Wirtschaftsrecht Volkswirtschaftliche Diskussionsbeiträge Discussion Papers in Econoics No. 176-15 Deceber 2015 Thoas Eichner Rüdiger Pethig
More informationProject Evaluation Roadmap. Capital Budgeting Process. Capital Expenditure. Major Cash Flow Components. Cash Flows... COMM2501 Financial Management
COMM501 Financial Manageent Project Evaluation 1 (Capital Budgeting) Project Evaluation Roadap COMM501 Financial Manageent Week 7 Week 7 Project dependencies Net present value ethod Relevant cash flows
More informationEndogenous Market Structure and the Cooperative Firm
Endogenous Market Structure and the Cooperative Fir Brent Hueth and GianCarlo Moschini Working Paper 14-WP 547 May 2014 Center for Agricultural and Rural Developent Iowa State University Aes, Iowa 50011-1070
More informationAdvanced Microeconomics (ES30025)
Advanced Microeconoics (ES3005) Advanced Microeconoics (ES3005) Matheatics Review : The Lagrange Multiplier Outline: I. Introduction II. Duality Theory: Co Douglas Exaple III. Final Coents I. Introduction
More informationADJUSTING FOR QUALITY CHANGE
ADJUSTING FOR QUALITY CHANGE 7 Introduction 7.1 The easureent of changes in the level of consuer prices is coplicated by the appearance and disappearance of new and old goods and services, as well as changes
More informationAirline Yield Management with Overbooking, Cancellations, and No-Shows JANAKIRAM SUBRAMANIAN
Airline Yield Manageent with Overbooking, Cancellations, and No-Shows JANAKIRAM SUBRAMANIAN Integral Developent Corporation, 301 University Avenue, Suite 200, Palo Alto, California 94301 SHALER STIDHAM
More informationHW 2. Q v. kt Step 1: Calculate N using one of two equivalent methods. Problem 4.2. a. To Find:
HW 2 Proble 4.2 a. To Find: Nuber of vacancies per cubic eter at a given teperature. b. Given: T 850 degrees C 1123 K Q v 1.08 ev/ato Density of Fe ( ρ ) 7.65 g/cc Fe toic weight of iron ( c. ssuptions:
More informationAn Innovate Dynamic Load Balancing Algorithm Based on Task
An Innovate Dynaic Load Balancing Algorith Based on Task Classification Hong-bin Wang,,a, Zhi-yi Fang, b, Guan-nan Qu,*,c, Xiao-dan Ren,d College of Coputer Science and Technology, Jilin University, Changchun
More informationPrivacy, Exposure and Price Discrimination
Privacy, Exposure and Price Discriination Luc Wathieu 1 Harvard usiness School, Soldiers Field, oston, M 02163 (eail) lwathieu@hbs.edu (Tel) 617-495-1016 Subitted for presentation at the first QME conference
More informationFactor Model. Arbitrage Pricing Theory. Systematic Versus Non-Systematic Risk. Intuitive Argument
Ross [1],[]) presents the aritrage pricing theory. The idea is that the structure of asset returns leads naturally to a odel of risk preia, for otherwise there would exist an opportunity for aritrage profit.
More informationThe Effects of Child Care Provision in Mexico
The Effects of Child Care Provision in Mexico Gabriela Calderon Stanford University February, 2012 Abstract In 2007, seeking to increase feale labor force participation and ore generally ease burdens on
More informationLecture L9 - Linear Impulse and Momentum. Collisions
J. Peraire, S. Widnall 16.07 Dynaics Fall 009 Version.0 Lecture L9 - Linear Ipulse and Moentu. Collisions In this lecture, we will consider the equations that result fro integrating Newton s second law,
More informationCalculation Method for evaluating Solar Assisted Heat Pump Systems in SAP 2009. 15 July 2013
Calculation Method for evaluating Solar Assisted Heat Pup Systes in SAP 2009 15 July 2013 Page 1 of 17 1 Introduction This docuent describes how Solar Assisted Heat Pup Systes are recognised in the National
More informationInsurance Spirals and the Lloyd s Market
Insurance Spirals and the Lloyd s Market Andrew Bain University of Glasgow Abstract This paper presents a odel of reinsurance arket spirals, and applies it to the situation that existed in the Lloyd s
More informationCooperative Caching for Adaptive Bit Rate Streaming in Content Delivery Networks
Cooperative Caching for Adaptive Bit Rate Streaing in Content Delivery Networs Phuong Luu Vo Departent of Coputer Science and Engineering, International University - VNUHCM, Vietna vtlphuong@hciu.edu.vn
More informationSAMPLING METHODS LEARNING OBJECTIVES
6 SAMPLING METHODS 6 Using Statistics 6-6 2 Nonprobability Sapling and Bias 6-6 Stratified Rando Sapling 6-2 6 4 Cluster Sapling 6-4 6 5 Systeatic Sapling 6-9 6 6 Nonresponse 6-2 6 7 Suary and Review of
More informationThis paper studies a rental firm that offers reusable products to price- and quality-of-service sensitive
MANUFACTURING & SERVICE OPERATIONS MANAGEMENT Vol., No. 3, Suer 28, pp. 429 447 issn 523-464 eissn 526-5498 8 3 429 infors doi.287/so.7.8 28 INFORMS INFORMS holds copyright to this article and distributed
More informationCLOSED-LOOP SUPPLY CHAIN NETWORK OPTIMIZATION FOR HONG KONG CARTRIDGE RECYCLING INDUSTRY
CLOSED-LOOP SUPPLY CHAIN NETWORK OPTIMIZATION FOR HONG KONG CARTRIDGE RECYCLING INDUSTRY Y. T. Chen Departent of Industrial and Systes Engineering Hong Kong Polytechnic University, Hong Kong yongtong.chen@connect.polyu.hk
More informationReliability Constrained Packet-sizing for Linear Multi-hop Wireless Networks
Reliability Constrained acket-sizing for inear Multi-hop Wireless Networks Ning Wen, and Randall A. Berry Departent of Electrical Engineering and Coputer Science Northwestern University, Evanston, Illinois
More informationWork, Energy, Conservation of Energy
This test covers Work, echanical energy, kinetic energy, potential energy (gravitational and elastic), Hooke s Law, Conservation of Energy, heat energy, conservative and non-conservative forces, with soe
More informationInternational Journal of Management & Information Systems First Quarter 2012 Volume 16, Number 1
International Journal of Manageent & Inforation Systes First Quarter 2012 Volue 16, Nuber 1 Proposal And Effectiveness Of A Highly Copelling Direct Mail Method - Establishent And Deployent Of PMOS-DM Hisatoshi
More informationESTIMATING LIQUIDITY PREMIA IN THE SPANISH GOVERNMENT SECURITIES MARKET
ESTIMATING LIQUIDITY PREMIA IN THE SPANISH GOVERNMENT SECURITIES MARKET Francisco Alonso, Roberto Blanco, Ana del Río and Alicia Sanchis Banco de España Banco de España Servicio de Estudios Docuento de
More informationA Strategic Approach to Software Protection U
  Strategic pproach to Software Protection U OZ SHY University of Haifa, Israel and Stockhol School of Econoics, Sweden ozshy@econ.haifa.ac.il JCQUES-FRNCË OIS THISSE CORE, Universite Catholique de Louvain,
More informationHow To Get A Loan From A Bank For Free
Finance 111 Finance We have to work with oney every day. While balancing your checkbook or calculating your onthly expenditures on espresso requires only arithetic, when we start saving, planning for retireent,
More information- 265 - Part C. Property and Casualty Insurance Companies
Part C. Property and Casualty Insurance Copanies This Part discusses proposals to curtail favorable tax rules for property and casualty ("P&C") insurance copanies. The syste of reserves for unpaid losses
More informationFuzzy Sets in HR Management
Acta Polytechnica Hungarica Vol. 8, No. 3, 2011 Fuzzy Sets in HR Manageent Blanka Zeková AXIOM SW, s.r.o., 760 01 Zlín, Czech Republic blanka.zekova@sezna.cz Jana Talašová Faculty of Science, Palacký Univerzity,
More informationJournal of International Economics
Journal of International Econoics 84 (2011) 26 36 Contents lists available at ScienceDirect Journal of International Econoics journal hoepage: www.elsevier.co/locate/jie Good jobs, bad jobs, and trade
More informationMethod of supply chain optimization in E-commerce
MPRA Munich Personal RePEc Archive Method of supply chain optiization in E-coerce Petr Suchánek and Robert Bucki Silesian University - School of Business Adinistration, The College of Inforatics and Manageent
More informationEnrolment into Higher Education and Changes in Repayment Obligations of Student Aid Microeconometric Evidence for Germany
Enrolent into Higher Education and Changes in Repayent Obligations of Student Aid Microeconoetric Evidence for Gerany Hans J. Baugartner *) Viktor Steiner **) *) DIW Berlin **) Free University of Berlin,
More informationEndogenous Credit-Card Acceptance in a Model of Precautionary Demand for Money
Endogenous Credit-Card Acceptance in a Model of Precautionary Deand for Money Adrian Masters University of Essex and SUNY Albany Luis Raúl Rodríguez-Reyes University of Essex March 24 Abstract A credit-card
More informationNote on a generalized wage rigidity result. Abstract
Note on a generalized age rigidity result Ariit Mukheree University of Nottingha Abstract Considering Cournot copetition, this note shos that, if the firs differ in labor productivities, the equilibriu
More informationThe Research of Measuring Approach and Energy Efficiency for Hadoop Periodic Jobs
Send Orders for Reprints to reprints@benthascience.ae 206 The Open Fuels & Energy Science Journal, 2015, 8, 206-210 Open Access The Research of Measuring Approach and Energy Efficiency for Hadoop Periodic
More informationRECURSIVE DYNAMIC PROGRAMMING: HEURISTIC RULES, BOUNDING AND STATE SPACE REDUCTION. Henrik Kure
RECURSIVE DYNAMIC PROGRAMMING: HEURISTIC RULES, BOUNDING AND STATE SPACE REDUCTION Henrik Kure Dina, Danish Inforatics Network In the Agricultural Sciences Royal Veterinary and Agricultural University
More informationInvesting in corporate bonds?
Investing in corporate bonds? This independent guide fro the Australian Securities and Investents Coission (ASIC) can help you look past the return and assess the risks of corporate bonds. If you re thinking
More informationInvesting in corporate bonds?
Investing in corporate bonds? This independent guide fro the Australian Securities and Investents Coission (ASIC) can help you look past the return and assess the risks of corporate bonds. If you re thinking
More informationOptimal Times to Decrease Extraction Rates During Two-Stage Remediation Affected by Rate-Limited Transport Jose A. Saez, Loyola Marymount University
Optial Ties to Decrease Extraction ates During Two-Stage eediation Affected by ate-liited Transport Jose A. Saez, Loyola Maryount University Abstract Saez and Haron presented a two-stage pup and treat
More informationAdaptive Modulation and Coding for Unmanned Aerial Vehicle (UAV) Radio Channel
Recent Advances in Counications Adaptive odulation and Coding for Unanned Aerial Vehicle (UAV) Radio Channel Airhossein Fereidountabar,Gian Carlo Cardarilli, Rocco Fazzolari,Luca Di Nunzio Abstract In
More informationHalloween Costume Ideas for the Wii Game
Algorithica 2001) 30: 101 139 DOI: 101007/s00453-001-0003-0 Algorithica 2001 Springer-Verlag New York Inc Optial Search and One-Way Trading Online Algoriths R El-Yaniv, 1 A Fiat, 2 R M Karp, 3 and G Turpin
More informationSearching strategy for multi-target discovery in wireless networks
Searching strategy for ulti-target discovery in wireless networks Zhao Cheng, Wendi B. Heinzelan Departent of Electrical and Coputer Engineering University of Rochester Rochester, NY 467 (585) 75-{878,
More informationModeling Strategic Investment Decisions in Spatial Markets
Modeling Strategic Investent Decisions in Spatial Markets AUTHORS Stefan Lorenczik (EWI) Raiund Malischek (EWI) Johannes Trüby (IEA) EWI Working Paper, No 14/9 April 214 Institute of Energy Econoics at
More informationENZYME KINETICS: THEORY. A. Introduction
ENZYME INETICS: THEORY A. Introduction Enzyes are protein olecules coposed of aino acids and are anufactured by the living cell. These olecules provide energy for the organis by catalyzing various biocheical
More informationApplying Multiple Neural Networks on Large Scale Data
0 International Conference on Inforation and Electronics Engineering IPCSIT vol6 (0) (0) IACSIT Press, Singapore Applying Multiple Neural Networks on Large Scale Data Kritsanatt Boonkiatpong and Sukree
More informationSalty Waters. Instructions for the activity 3. Results Worksheet 5. Class Results Sheet 7. Teacher Notes 8. Sample results. 12
1 Salty Waters Alost all of the water on Earth is in the for of a solution containing dissolved salts. In this activity students are invited to easure the salinity of a saple of salt water. While carrying
More informationDynamic Placement for Clustered Web Applications
Dynaic laceent for Clustered Web Applications A. Karve, T. Kibrel, G. acifici, M. Spreitzer, M. Steinder, M. Sviridenko, and A. Tantawi IBM T.J. Watson Research Center {karve,kibrel,giovanni,spreitz,steinder,sviri,tantawi}@us.ib.co
More informationQuality evaluation of the model-based forecasts of implied volatility index
Quality evaluation of the odel-based forecasts of iplied volatility index Katarzyna Łęczycka 1 Abstract Influence of volatility on financial arket forecasts is very high. It appears as a specific factor
More informationInvention of NFV Technique and Its Relationship with NPV
International Journal of Innovation and Applied Studies ISSN 2028-9324 Vol. 9 No. 3 Nov. 2014, pp. 1188-1195 2014 Innovative Space of Scientific Research Journals http://www.ijias.issr-journals.org/ Invention
More informationNBER WORKING PAPER SERIES THE WELFARE EFFECTS OF PUBLIC DRUG INSURANCE. Darius Lakdawalla Neeraj Sood
NBER WORKING PAPER SERIES THE WELFARE EFFECTS OF PUBLIC DRUG INSURANCE Darius Lakdawalla Neeraj Sood Working Paper 1351 http://www.nber.org/papers/w1351 NATIONAL BUREAU OF ECONOMIC RESEARCH 15 Massachusetts
More informationMarkovian inventory policy with application to the paper industry
Coputers and Cheical Engineering 26 (2002) 1399 1413 www.elsevier.co/locate/copcheeng Markovian inventory policy with application to the paper industry K. Karen Yin a, *, Hu Liu a,1, Neil E. Johnson b,2
More informationCRM FACTORS ASSESSMENT USING ANALYTIC HIERARCHY PROCESS
641 CRM FACTORS ASSESSMENT USING ANALYTIC HIERARCHY PROCESS Marketa Zajarosova 1* *Ph.D. VSB - Technical University of Ostrava, THE CZECH REPUBLIC arketa.zajarosova@vsb.cz Abstract Custoer relationship
More informationChapter 5. Principles of Unsteady - State Heat Transfer
Suppleental Material for ransport Process and Separation Process Principles hapter 5 Principles of Unsteady - State Heat ransfer In this chapter, we will study cheical processes where heat transfer is
More informationSoftware Quality Characteristics Tested For Mobile Application Development
Thesis no: MGSE-2015-02 Software Quality Characteristics Tested For Mobile Application Developent Literature Review and Epirical Survey WALEED ANWAR Faculty of Coputing Blekinge Institute of Technology
More informationThe Virtual Spring Mass System
The Virtual Spring Mass Syste J. S. Freudenberg EECS 6 Ebedded Control Systes Huan Coputer Interaction A force feedbac syste, such as the haptic heel used in the EECS 6 lab, is capable of exhibiting a
More information( C) CLASS 10. TEMPERATURE AND ATOMS
CLASS 10. EMPERAURE AND AOMS 10.1. INRODUCION Boyle s understanding of the pressure-volue relationship for gases occurred in the late 1600 s. he relationships between volue and teperature, and between
More informationThe Velocities of Gas Molecules
he Velocities of Gas Molecules by Flick Colean Departent of Cheistry Wellesley College Wellesley MA 8 Copyright Flick Colean 996 All rights reserved You are welcoe to use this docuent in your own classes
More informationA Gas Law And Absolute Zero
A Gas Law And Absolute Zero Equipent safety goggles, DataStudio, gas bulb with pressure gauge, 10 C to +110 C theroeter, 100 C to +50 C theroeter. Caution This experient deals with aterials that are very
More informationThe Mathematics of Pumping Water
The Matheatics of Puping Water AECOM Design Build Civil, Mechanical Engineering INTRODUCTION Please observe the conversion of units in calculations throughout this exeplar. In any puping syste, the role
More informationData Set Generation for Rectangular Placement Problems
Data Set Generation for Rectangular Placeent Probles Christine L. Valenzuela (Muford) Pearl Y. Wang School of Coputer Science & Inforatics Departent of Coputer Science MS 4A5 Cardiff University George
More informationInt. J. Production Economics
Int. J. Production Econoics 18 (1) 175 187 Contents lists available at ScienceDirect Int. J. Production Econoics journal hoepage www.elsevier.co/locate/ijpe Outsourcing structures and inforation flow in
More informationCOMBINING CRASH RECORDER AND PAIRED COMPARISON TECHNIQUE: INJURY RISK FUNCTIONS IN FRONTAL AND REAR IMPACTS WITH SPECIAL REFERENCE TO NECK INJURIES
COMBINING CRASH RECORDER AND AIRED COMARISON TECHNIQUE: INJURY RISK FUNCTIONS IN FRONTAL AND REAR IMACTS WITH SECIAL REFERENCE TO NECK INJURIES Anders Kullgren, Maria Krafft Folksa Research, 66 Stockhol,
More informationMarkov Models and Their Use for Calculations of Important Traffic Parameters of Contact Center
Markov Models and Their Use for Calculations of Iportant Traffic Paraeters of Contact Center ERIK CHROMY, JAN DIEZKA, MATEJ KAVACKY Institute of Telecounications Slovak University of Technology Bratislava
More informationEarnings and Community College Field of Study Choice in Canada
DISCUSSION PAPER SERIES IZA DP No. 1156 Earnings and Counity College Field of Study Choice in Canada Brahi Boudarbat May 2004 Forschungsinstitut zur Zukunft der Arbeit Institute for the Study of Labor
More informationRoland Berger Strategy Consultants. content. Fresh thinking for decision makers
Roland Berger Strategy Consultants content Fresh thinking for decision akers Opportunities for obile telephone operators in rural areas Custoers in the countryside are different They need unique offerings
More informationThe United States was in the midst of a
A Prier on the Mortgage Market and Mortgage Finance Daniel J. McDonald and Daniel L. Thornton This article is a prier on ortgage finance. It discusses the basics of the ortgage arket and ortgage finance.
More informationResource Allocation in Wireless Networks with Multiple Relays
Resource Allocation in Wireless Networks with Multiple Relays Kağan Bakanoğlu, Stefano Toasin, Elza Erkip Departent of Electrical and Coputer Engineering, Polytechnic Institute of NYU, Brooklyn, NY, 0
More informationThe Benefit of SMT in the Multi-Core Era: Flexibility towards Degrees of Thread-Level Parallelism
The enefit of SMT in the Multi-Core Era: Flexibility towards Degrees of Thread-Level Parallelis Stijn Eyeran Lieven Eeckhout Ghent University, elgiu Stijn.Eyeran@elis.UGent.be, Lieven.Eeckhout@elis.UGent.be
More informationResearch Article Performance Evaluation of Human Resource Outsourcing in Food Processing Enterprises
Advance Journal of Food Science and Technology 9(2): 964-969, 205 ISSN: 2042-4868; e-issn: 2042-4876 205 Maxwell Scientific Publication Corp. Subitted: August 0, 205 Accepted: Septeber 3, 205 Published:
More informationEFFICIENCY BY DESIGN STORIES OF BEST PRACTICE IN PUBLIC BODIES
EFFICIENCY BY DESIGN STORIES OF BEST PRACTICE IN PUBLIC BODIES Acknowledgeents We would like to extend a special thank you to ebers of the Public Chairs Foru (PCF) and the Association of Chief Executives
More informationModeling Nurse Scheduling Problem Using 0-1 Goal Programming: A Case Study Of Tafo Government Hospital, Kumasi-Ghana
Modeling Nurse Scheduling Proble Using 0-1 Goal Prograing: A Case Study Of Tafo Governent Hospital, Kuasi-Ghana Wallace Agyei, Willia Obeng-Denteh, Eanuel A. Andaa Abstract: The proble of scheduling nurses
More informationEvaluating Software Quality of Vendors using Fuzzy Analytic Hierarchy Process
IMECS 2008 9-2 March 2008 Hong Kong Evaluating Software Quality of Vendors using Fuzzy Analytic Hierarchy Process Kevin K.F. Yuen* Henry C.W. au Abstract This paper proposes a fuzzy Analytic Hierarchy
More informationWork Travel and Decision Probling in the Network Marketing World
TRB Paper No. 03-4348 WORK TRAVEL MODE CHOICE MODELING USING DATA MINING: DECISION TREES AND NEURAL NETWORKS Chi Xie Research Assistant Departent of Civil and Environental Engineering University of Massachusetts,
More informationThe AGA Evaluating Model of Customer Loyalty Based on E-commerce Environment
6 JOURNAL OF SOFTWARE, VOL. 4, NO. 3, MAY 009 The AGA Evaluating Model of Custoer Loyalty Based on E-coerce Environent Shaoei Yang Econoics and Manageent Departent, North China Electric Power University,
More informationReal Time Target Tracking with Binary Sensor Networks and Parallel Computing
Real Tie Target Tracking with Binary Sensor Networks and Parallel Coputing Hong Lin, John Rushing, Sara J. Graves, Steve Tanner, and Evans Criswell Abstract A parallel real tie data fusion and target tracking
More informationWe introduce the concept of marketing avoidance consumer efforts to conceal themselves and to deflect
MANAGEMENT SCIENCE Vol. 54, No. 6, June 2008, pp. 1094 1103 issn 0025-1909 eissn 1526-5501 08 5406 1094 infors doi 10.1287/nsc.1070.0837 2008 INFORMS Consuer Privacy and Marketing Avoidance: A Static Model
More informationPay-As-You-Drive (PAYD): A case study into the safety and accessibility effects of PAYD strategies
J. Zantea, D.H. van Aelsfort, M.C.J. Blieer, P.H.L. Bovy 1 Pay-As-You-Drive (PAYD): A case study into the safety and accessibility effects of PAYD strategies J. Zantea MSc Goudappel Coffeng BV P.O. Box
More informationTIME VALUE OF MONEY PROBLEMS CHAPTERS THREE TO TEN
TIME VLUE OF MONEY PROBLEMS CHPTERS THREE TO TEN Probles In how any years $ will becoe $265 if = %? 265 ln n 933844 9 34 years ln( 2 In how any years will an aount double if = 76%? ln 2 n 9 46 years ln76
More informationPERFORMANCE METRICS FOR THE IT SERVICES PORTFOLIO
Bulletin of the Transilvania University of Braşov Series I: Engineering Sciences Vol. 4 (53) No. - 0 PERFORMANCE METRICS FOR THE IT SERVICES PORTFOLIO V. CAZACU I. SZÉKELY F. SANDU 3 T. BĂLAN Abstract:
More informationRed Hat Enterprise Linux: Creating a Scalable Open Source Storage Infrastructure
Red Hat Enterprise Linux: Creating a Scalable Open Source Storage Infrastructure By Alan Radding and Nick Carr Abstract This paper discusses the issues related to storage design and anageent when an IT
More informationA Gas Law And Absolute Zero Lab 11
HB 04-06-05 A Gas Law And Absolute Zero Lab 11 1 A Gas Law And Absolute Zero Lab 11 Equipent safety goggles, SWS, gas bulb with pressure gauge, 10 C to +110 C theroeter, 100 C to +50 C theroeter. Caution
More informationExtended-Horizon Analysis of Pressure Sensitivities for Leak Detection in Water Distribution Networks: Application to the Barcelona Network
2013 European Control Conference (ECC) July 17-19, 2013, Zürich, Switzerland. Extended-Horizon Analysis of Pressure Sensitivities for Leak Detection in Water Distribution Networks: Application to the Barcelona
More informationImpact of Processing Costs on Service Chain Placement in Network Functions Virtualization
Ipact of Processing Costs on Service Chain Placeent in Network Functions Virtualization Marco Savi, Massio Tornatore, Giacoo Verticale Dipartiento di Elettronica, Inforazione e Bioingegneria, Politecnico
More informationAn Approach to Combating Free-riding in Peer-to-Peer Networks
An Approach to Cobating Free-riding in Peer-to-Peer Networks Victor Ponce, Jie Wu, and Xiuqi Li Departent of Coputer Science and Engineering Florida Atlantic University Boca Raton, FL 33431 April 7, 2008
More informationManaging Complex Network Operation with Predictive Analytics
Managing Coplex Network Operation with Predictive Analytics Zhenyu Huang, Pak Chung Wong, Patrick Mackey, Yousu Chen, Jian Ma, Kevin Schneider, and Frank L. Greitzer Pacific Northwest National Laboratory
More informationAn Improved Decision-making Model of Human Resource Outsourcing Based on Internet Collaboration
International Journal of Hybrid Inforation Technology, pp. 339-350 http://dx.doi.org/10.14257/hit.2016.9.4.28 An Iproved Decision-aking Model of Huan Resource Outsourcing Based on Internet Collaboration
More informationA Study on the Chain Restaurants Dynamic Negotiation Games of the Optimization of Joint Procurement of Food Materials
International Journal of Coputer Science & Inforation Technology (IJCSIT) Vol 6, No 1, February 2014 A Study on the Chain estaurants Dynaic Negotiation aes of the Optiization of Joint Procureent of Food
More informationProducts vs. Advertising: Media Competition and the. Relative Source of Firm Profits
Products vs. Advertising: Media Copetition and the Relative Source of Fir Profits David Godes, Elie Ofek and Miklos Sarvary February 2003 The authors would like to thank Dina Mayzlin, and participants
More informationA Scalable Application Placement Controller for Enterprise Data Centers
W WWW 7 / Track: Perforance and Scalability A Scalable Application Placeent Controller for Enterprise Data Centers Chunqiang Tang, Malgorzata Steinder, Michael Spreitzer, and Giovanni Pacifici IBM T.J.
More informationBudget-optimal Crowdsourcing using Low-rank Matrix Approximations
Budget-optial Crowdsourcing using Low-rank Matrix Approxiations David R. Karger, Sewoong Oh, and Devavrat Shah Departent of EECS, Massachusetts Institute of Technology Eail: {karger, swoh, devavrat}@it.edu
More informationPosition Auctions and Non-uniform Conversion Rates
Position Auctions and Non-unifor Conversion Rates Liad Blurosen Microsoft Research Mountain View, CA 944 liadbl@icrosoft.co Jason D. Hartline Shuzhen Nong Electrical Engineering and Microsoft AdCenter
More information8. Spring design. Introduction. Helical Compression springs. Fig 8.1 Common Types of Springs. Fig 8.1 Common Types of Springs
Objectives 8. Spring design Identify, describe, and understand principles of several types of springs including helical copression springs, helical extension springs,, torsion tubes, and leaf spring systes.
More information