Quality Competition and Social Welfare in Markets with Partial Coverage: New Results

Size: px
Start display at page:

Download "Quality Competition and Social Welfare in Markets with Partial Coverage: New Results"

Transcription

1 Feruary, 00 Quality Cometition and Social Welfare in Market with Partial Coverage: New Reult Gregory S. Amacher 1 Erkki Kokela Markku Ollikainen 1 Deartment of Foretry, Virginia Commonwealth Univerity, and College of Natural Reource, Virginia Tech, Blackurg, VA 061 USA, Deartment of Economic, P.O. Box 5, FIN-0001 Univerity of elinki, Finland Deartment of Economic and Management, P.O. Box 7, FIN-0001 Univerity of elinki, Finland. gamacher@vt.edu, erkki.kokela@helinki.fi, markku.ollikainen@helinki.fi. We would like to thank Profeor uca amertini for ueful dicuion, and Ph.D. Chiara omardini-riiinen for comutational hel and comment. Kokela thank Dea rtment of Foretry of Virginia Tech and Reearch Deartment of the Bank of Finland for their hoitality. Thi aer i a art of the roject Studie in Environment and Reource Economic financed y the Academy of Finland.

2 Quality Cometition and Social Welfare in Market with Partial Coverage: New Reult Atract We ue a vertical roduct differentiation model under artial market coverage to tudy the ocial welfare otimum and duooly equilirium when convex cot of quality roviion are either fixed or variale in term of roduction. We how that, under fixed cot, at the ocial welfare otimum only one quality variant of the good i rovided, while oth variant are otimal under variale cot. In the duooly equilirium the quality read i too wide under variale cot, ut too narrow under fixed cot, relative to the ocial otimum. Finally, in oth the fixed and variale cot cae, average quality rovided y the duooly equilirium i too low from the erective of a ocial welfare maximizer. Keyword: Product Differentiation, Partial Market Coverage, Social Welfare JE Claification: 1, D60

3 1. Introduction A well-etalihed reult in vertical roduct differentiation model i that a duooly coniting of high and low quality firm lead to roduct quality dierion that i too high and average level of quality that are too low, relative to the ocially otimal outcome ee Crame and ollander Thi reult ha een etalihed under the aumtion that market are fully covered, i.e., that all conumer urchae oitive quantitie of the good in quetion. A conequence of full market coverage i that, even though duooly qualitie differ from the ocially otimal one, the quantitie roduced y the firm are alway equivalent. The cae of a artially covered duooly i more aealing, in that it allow for ome conumer who do not urchae from either firm ut could otentially enter the market. In thi cae, if the duooly and ocially otimal outcome differ, then not only the qualitie ut alo the quantitie differ. In the voluminou literature on artial market coverage, the ocial welfare outcome ha mainly remained an oen iue. Our work fill an imortant ga in thi literature. We characterize the roertie of ocially otimal qualitie and olve for the divergence etween duooly and ocial outcome when a market i artially covered. Unlike other work, we analyze and comare oth cae of fixed and variale cot of roduction. 1 For variale cot we characterize the ocial otimum in the ame way that Crame and ollander 1995 do for the fully covered market cae. Ecchia et al. 00 have argued that, under fixed cot, it i otimal to rovide jut one quality level. owever, they do not tudy the rolem of ocially otimal rice etting, nor do they how how the fixed cot cae may differ from the variale cot cae. Motta 199 allow for oth variale and fixed cot with artial market coverage ut doe not exlicitly olve for the ocially otimal outcome. Intead he ue numerical illutration to comare conumer urlue in the different equiliria. ike mot exiting roduct differentiation model, we aume conumer derive utility from oerved quality of roduct. Indeed, we retain thi aumtion ecaue we

4 eek to rovide cloure on the modeling of one cla of roduct differentiation model under the aumtion of artial market coverage. Alo like other work, our duooly outcome i olved a the ugame erfect equilirium of a two-tage game. Firm maximize rofit y firt cometing in qualitie and then cometing in rice. Our characterization of the ocially otimal outcome rovide everal new finding. Unlike in the duooly equilirium, it i ocially otimal in the fixed cot cae to rovide only the high quality variant of a good, while the rofit maximizing duooly rovide two variant. Moreover, roviion of the ocially otimal quality level i higher than the high quality variant rovided y the market and, therefore, average quality rovided y the market i lower than the ocially otimal average quality. The ocial lanner in thi cae i free to charge either a zero or oitive rice, and to ervice either ome or all of the conumer in the market. Under the aumtion of variale cot the high quality firm in a duooly will have higher rofit ut lower market hare than the low quality firm. A a new reult we how that the read of roduct quality oerved under a rofit maximizing duooly i too high relative to the ocially otimal outcome. At the ocially otimal outcome, oth firm roduce the ame amount, and total outut i greater than with the duooly outcome. At the ocial otimum the major difference etween fixed and variale cot cae i that, under fixed cot, only one roduct variant i rovided, while oth variant are otimal under variale cot. In duooly equilirium the quality read i too wide under variale cot, while it i too narrow under fixed cot. Average roduct quality in oth cae i too low comared to the ocially otimal equilirium. We roceed a follow. Section reent a aic duooly model and the rofit maximizing olution with artial market coverage for oth fixed and variale cot of roduction. In Section we comare the ocially otimal and rofit-maximizing qualitie. Finally, we rovide a rief concluion. 1 Under the aumtion of fixed cot, Ronnen 1991 conider minimum quality tandard without analyzing the ocially otimal quality roviion. amertini 1996, in turn, conider the variale cot cae ut doe not examine the ocially otimal outcome.

5 5. A Duooly Model of Vertical Product Differentiation with Partial Market Coverage Under an aumtion of artial market coverage, each conumer i tyically aumed to urchae either one unit of the good or nothing. et a conumer have a utility function u ee Tirole 1988, 96-97, 96-98, u k k, 1 where k and k are the quality and rice of the kth good. In 1, rereent the conumer tate arameter, o that the conumer derive a urlu equal to k k from a good of quality k and rice k. Aume there are two oile qualitie of good roduced y two tye of firm, k high quality and k low quality. A tandard aumtion i that the conumer tate arameter are uniformally ditriuted over qualitie on a definite interval, [, ] ee e.g. Motta 199, or Cremer and Thie We aume that the high and low quality firm have quadratic and convex cot function for roviding quality, 1 ck k k for k,. Becaue conumer can urchae either one unit or nothing, the conumer who i indifferent etween high and low quality good ha a threhold tate arameter defined y ˆ. Under artial market coverage, ome conumer do not enter the market. More ecifically, the lowet marginal willingne to ay value can e defined for the conumer who i indifferent etween uying and not uying the good, i.e., Throughout the aer, derivative of function with one argument will e denoted y rime, while artial derivative will e denoted y ucrit of function with many argument.

6 6 c. Recalling the uniform ditriution of conumer tye, the demand for high and low quality roduct then ecome q ˆ and q c ˆ, where q and q are the numer of conumer urchaing from the low and high quality firm, reectively. Baed on the aove aumtion, we will focu on cae where the cot of roviding quality are either fixed or variale with reect to outut. The aumtion of fixed cot ha een widely alied in the literature. Kuhn 000 recently argued that the variale cot cae might e more aealing than the fixed cot cae, ecaue it avoid an imlauile feature of fixed cot. Thi i that the high quality firm ha oth higher rofit and a larger market hare in equilirium. In conformity with oervation from ractice, our variale cot cae reult in an equilirium where the rofit of the high quality firm are higher that thoe of the low quality firm. owever, the market hare of the high quality firm i lower than the low quality firm..1 Price and Quality Game: Fixed cot The analyi of duooly cometition under fixed cot of roduction wa originally rovided y Ronnen In what follow we develo the feature of hi model very riefly. When the cot of quality roviion i fixed in term of qua ntity roduced, then given the demand quality firm are: qk and the cot function in, the rofit function of the high and low π q c, for k,. k k k k k There are then two tage of the duooly game: quality roviion tage 1, and rice cometition conditional on quality rovided tage. Firm move imultaneouly in each tage. We can olve for the ugame erfect equilirium of thi game. Thi equilirium relie, a uual, on commitment y firm in term of quality. In the econd Thi reult wa originally dicovered y ehmann-grue e alo howed that it hold irreective of whether the firm chooe their qualitie imultaneouly or equentially.

7 7 tage, firm chooe rice given the cot of quality roduction. From the firt -order condition, 0 π and 0 π, we can olve for the otimal rice and their difference a follow, ; ; * * Thu, duooly rice deend on the quality difference and the uer ound of the conumer tate ditriution. The lower ound of the tate ditriution doe not matter here, ecaue in artially covered market the lowet critical value of marginal willingne to ay i endogenou. Inerting the aove rice into the reective rofit function yield the indirect rofit function for each firm choice of quality, 1 π ; 1 π. 5 Differentiating equation in 5 with reect to qualitie give, 0 8 π 6a 0 π 6 Solving thee firt -order condition for high and low quality and their difference with Mathematica yield, ; ; In fact, amertini 1996 ha hown that the imultaneou move game i the only ure trategy equilirium oile for a artial market coverage model with variale cot of roducing quality.

8 8 Thu, the equilirium duooly qualitie and the quality difference etween firm deend oitively on the quare of the uer ound of tate ditriution, the marginal cot arameter of quality roviion., and negatively on Uing thee otimal qualitie, we can now olve for the rice and demand of oth quality variant a a function of exogenou arameter: ; q ; q The overall demand, which indicate the reulting coverage in the market, i therefore given y q q If we now normalize 1 and 0, then we can conclude that aout 79% of conumer enter the market and uy one of the two quality variant. Becaue the high quality firm charge a higher rice and face a larger demand, it ha higher rofit and greater market hare than the low quality firm. Thi can alo e een ; from the rofit olution for high and low quality firm, π and π. A we hall ee, thi reult mut e modified for the cae of variale cot of roduction.. Price and Quality Game: Variale cot Next we aume the cot of roviding quality are variale in term of outut. Under thi aumtion, and given the demand for each firm are written, q k and the cot function in, the rofit function k [ k c k k ] q k π, for k,. 8 A efore, in the econd tage firm chooe rice given the cot of quality roduction. From the firt-order condition, π 0 and π 0, we can olve for otimal rice,

9 9 [ ] 1/ 9a [ ] 1/. 9 1/ * * 9c Again, duooly rice and their difference deend on quality difference and on the uer ound of the conumer tate ditriution. Sutituting thee otimal rice into the rofit function, we can exre indirect rofit in term of quality a, [ ] π 10a [ ] * π. 10 Otimal econd tage qualitie then follow from the firt-order condition, [ ] Ω π 11a [ ] Λ π, 11 where [ ] Ω and [ ] Λ. Given the comlexity of the firt-order condition, olving for the actual equilirium qualitie i a it laoriou. Without lo of generality we define d for ome 1 > d, where d indicate the degree of roduct differentiation etween firm

10 10 exreed in term of the quality read etween high and low quality firm. Note that thi aumtion doe not redetermine the reult reented later concerning difference etween ocially otimal and duooly outcome. It imly imlie that the high quality firm roduce higher quality than the low quality firm, which i alway the cae in thee model. Uing d and olving 11a - 11 with Mathematica, we otain the following equilirium qualitie and their difference, ; 0.987, Equilirium duooly qualitie and the degree of quality differentiation are oitive function of the uer ound of the quare of the tate ditriution,, and a negative function of the marginal cot arameter of quality roviion,. Thi reult i qualitatively imilar to thoe found in full market coverage model. Note alo that the quality difference i higher with variale cot comared to the fixed cot cae. Thi lat finding can e interreted a follow. Under fixed cot, the cot of roducing oth quality variant of the good in the econd tage are zero even though the cot of roviding quality differ, ut they are trictly oitive under variale cot. Thu under variale cot of roduction, quality cometition etween the firm i tighter ecaue the firm otain greater rent from differentiating comared to the fixed cot cae. Finally, uing the otimal qualitie aove, we can olve the reviou firt-order condition for equilirium rice and demand: 0.51 ; q ; q Interetingly, for our cae of variale cot of roduction, we find that the high quality firm ha higher rofit ut lower market hare than the low quality firm. The overall demand i.e., coverage in the market i given y q q Thu, under variale cot, overall market coverage i maller than in the cae of fixed cot. Thi i a natural reult ince roduction cot are now oitive and the quality read i wider, which erve to relax rice cometition etween firm ;

11 11 and allow the firm to charge higher rice. The firm indirect rofit function can now e olved to otain ~ π ; ~ π.. Socially Otimal veru Profit-Maximizing Quality Deciion Now we turn to the main art of our aer, i.e., the determination of the ocially otimal qualitie and their relationhi with the equilirium duooly qualitie under oth aumtion of fixed and variale cot of roduction. The ocially otimal level of quality are thoe that maximize a ocial welfare function, which i the um of urlu to conumer net of cot to roduce high and low quality good, SW ˆ 1 1 d d. 1 ˆ c.1 Fixed Cot and the Socially Otimal Qualitie We tart y analyzing the roertie of the firt-et olution under fixed cot. The ocial lanner imultaneouly chooe rice and qualitie to maximize 1. The lanner account for the critical tate arameter earating conumer of high and low quality variant, while keeing it oen whether it i ocially otimal to erve the whole market or not. Thu, the lanner ue the following critical value of the tate arameter ˆ ; c. 1

12 1 Differentiating firt the ocial welfare function 1 with reect to high and low quality rice give. 5 Uing thi in the ocial welfare function and differentiating it with reect to high and low qualitie yield, 1 1 SW 0, SW Solving for otimal high quality yield w. Note however that SW < 0, imlying that roduction of low quality variant i zero. Thu, it i ocially otimal to rovide jut one quality variant high quality, w, a ointed out y Ecchia et al. 00. Conider now the relationhi etween ocially otimal qualitie and duooly qualitie which ha een characterized in equation 7, * w < 0 16a * w > 0 16 a w a < 0, 16c where the ucrit a refer to average quality. Clearly, a duooly rovide too little high quality and too much low quality good. Thi imlie that rofit maximization reult in a quality dierion that i ocially u-otimal. Moreover, the average quality rovided y the market i too low from the ocial lanner erective. We ummarize thee finding in: 5 The firt-order condition for the rice of the high and low variant are SW 0, SW 0.

13 1 Prooition 1: Under fixed cot of roduction, the ocially otimal outcome involve roduction of only the high quality variant. Comared to the ocially otimal outcome, the rofit maximizing duooly rovide too little high quality and too much low quality. Uing the ocially otimal quality, we can alo olve for the ocially otimal rice. Inerting otimal qualitie into the firt-order condition for rice would imly that the otimal rice i zero, ecaue, when quality i given, the cot of commodity roduction i zero. There are everal oile way to olve for the otimal rice. Firt, the ocial lanner could offer the high quality commodity to conumer at a zero rice, given that invetment in quality i indeendent of the commodity rice level, and invetment a uch rereent a unk cot. The econd way i to aume that ociety charge a oitive rice uch that either ome uet or all of conumer urchae the commodity. The latter rice can e determined from the indifference relation etween uying and not uying for the conumer having the lowet reference for quality. By inerting the ocially otimal quality into thi indifference relationhi, we have w 0. Recall that we olved for the ocially otimal quality uch that. w Uing thi yield the following ocially otimal rice, w. Under thi rice, demand for the commodity i imly given y wf q, o that relative to the duooly equilirium, the ocially otimal olution with thi ricing trategy yield 1% higher demand for the good ee our earlier analyi of duooly in Section.1.. Variale Cot and the Socially Otimal Qualitie Next we comare the equilirium duooly olution with the ocially otimal one in the cae of variale cot of roduction. Unlike with fixed cot of roduction, the aumtion of variale roduction cot allow the ocial welfare maximizer to offer roduct at a nonzero marginal cot. Therefore, relacing duooly rice y the marginal cot of quality roviion in the critical tate arameter ˆ and c, we can define new threhold critical tate arameter for the uer and lower ound of the tate ditriution,

14 1 ˆ 1 C 1 ;. 0 Uing equation 0 and differentiating the ocial welfare function 1 with reect to the qualitie and then give the following firt-order condition, SW SW ˆ 0 ˆ, 1a C ˆ C 0 ˆ. 1 The ocially otimal qualitie can then e olved from 1a and 1 to otain, w, 5 w and 5 w w. 5 ike the quality difference in the rofit maximizing duooly cae, the ocially otimal quality difference deend oitively on the quare uer ound of the tate ditriution, and negatively on the marginal cot arameter of quality roviion. A for the relationhi etween ocially otimal qualitie in the duooly and ocial welfare maximization cae, we otain uing equation 1, * w > 0, a * w < 0. The magnitude of thee exreion deend on the ize of the quared uer ound of the tate ditriution, which indicate how many conumer can otentially e catured y differentiating roduct qualitie. Unlike in the cae of fixed cot, the rofitmaximizing duooly roduce too much high quality and too little low quality than

15 15 would the ocial lanner. Further, if we comare quality difference acro the outcome, we ee that rofit maximization give a quality dierion that i too wide, i.e., w w * * 0.10 < 0 5. c Thi imlie that, in order to relax rice cometition, firm will ehave in a manner that increae the read of quality dierion too much y maximizing rofit. Such ehavior decreae ocial welfare. We can ummarize thee finding in: Prooition : Under variale cot of roduction, the ocially otimal outcome involve roviion of oth high and low quality variant. Comared to the ocially otimal outcome, the rofit maximizing duooly rovide too much high quality and too little low quality. Next, we olve the demand for qualitie in the ocially otimal outcome. Uing 1 in 9a and 9 and accounting for the definition of demand yield q w w q 0.. ence, the high and low quality firm will have demand of equal ize at the ocial welfare otimum. The difference etween total demand in the ocially w w otimal and duooly outcome are given y: q q q q > 0, imlying that roduction of each variety and market coverage are oth too mall under the duooly. Intuitively, the duooly retrict roduction in order to charge rice higher than marginal roduction cot. Thi i trikingly different from the well-known reult derived in fully covered market, which tate that the ize of the economy roduction of quality i equal under duooly and ocially otimal outcome. Our new finding may have imortant olicy imlication for achieving efficient level of quality in market. Finally, it i intereting to comare the feature of ocially otimal quality roviion under fixed and variale cot. The major difference etween thee two cae i a follow: under fixed cot we howed that only one quality variant of the good i rovided. Both variant are otimal under variale cot, and we can how that roviion of the high quality variant i greater than in the cae of fixed roduction cot. In the duooly equilirium, we alo howed that the quality read i too wide under variale

16 16 cot, ut it i too narrow under fixed cot of roduction. In oth the fixed and variale cot cae, average quality i too low from the erective of the ocial welfare maximizer.. Concluion We have ued a vertical roduct differentiation model under the aumtion of artial market coverage to characterize the ocial welfare and rofit maximizing duooly outcome, in term of quality roviion and quantitie roduced. We conider thee under oth variale and fixed convex cot of roduction. Under an aumtion of fixed cot, the high quality firm ha higher rofit and greater market hare than the low quality firm. Unlike in the duooly equilirium, however, we demontrated, a ha een ointed out in Ecchia et al. 00, that it i ocially otimal to rovide the high quality commodity and et low quality roduction to zero at the ocial otimum. We alo demontrated that roduction of high quality at the ocial otimum i higher than that rovided y the market, and therefore the average quality rovided y the market i lower than at the ocial otimum. A roduction i cotle and invetment in quality i lum um, the lanner may e free to et a zero or oitive rice, and to erve either all or art of the market. Under an aumtion of variale cot, we alo find a new reult that the read of roduct quality in the rofit maximization duooly outcome i too high relative to the ocial welfare maximizing outcome. At the ocial welfare otimum, overall outut i greater than the outut roduced under the duooly. At the ocial otimum there are two major difference etween fixed cot and variale cot aumtion. Firt, under fixed cot only one variant of quality i rovided, while oth variant are otimal under variale cot. Second, roviion of high quality i greater under variale cot of roduction. Comaring ocial welfare maximizing and duooly outcome, we alo how that the roduct differentiation read i too wide under a variale cot aumtion, ut it i too narrow under fixed cot. Average quality in oth variale and fixed cot duooly cae i too low from a ocial lanner erective.

17 17 Reference Crame C. and A. ollander Duooly and Quality Standard. Euroean Economic Review 9, Cremer,. and J. Thie On the Taxation of Polluting Product in a Differentiated Indutry. Euroean Economic Review,, , Ecchia, G.,. amertini and C. Scara 00. On the Regulation of Vertically Differentiated Market thr ough Minimum Quality Standard. Rivita di Politica Economica 91, Kuhn, M ow Quality eaderhi in Vertically Differentiated Duooly. Univerity of York, Deartment of Economic, Working Paer Serie. amertini, Chooing Role in a Duooly for Endogenouly Differentiated Product. Autralian Economic Paer, 05-. ehmann-grue, U Strategic Choice of Quality When Quality i Cotly: the Peritence of the igh-quality Advantage, Rand Journal of Economic, 8, 7-8. Motta, M Endogenou Quality Choice: Price v. Quantity Cometition. Journal of Indutrial Economic, 1:11- Ronnen, U Minimum Quality Standard, Fixed Cot and Cometition. Rand Journal of Economic,, Tirole, J The Theory of Indutrial Organization. MIT Pre, Camridge, Ma.

Aggregate Supply. MPL i = Y i / L i

Aggregate Supply. MPL i = Y i / L i Aggregate Supply The upply of output depend on the behavior of producer. roducer' chooe the quantity of input to employ. Thee input produce output and we aume that producer chooe their input to maximize

More information

Supplier selection requires full transparency

Supplier selection requires full transparency Sulier election reuire full tranarency Jan Telgen * Fredo Schotanu Univerity of Twente NEVI Profeor of Public Procurement Caitool 5 P.O. Box 7 7500 AE Enchede the Netherland j.telgen@utwente.nl tel.: +3

More information

Modeling Available Soil Moisture Application Note

Modeling Available Soil Moisture Application Note Modeling Availale Soil Moiture Application Note Gaylon Campell, Ph.D METER Group, Inc. (Formerly Decagon Device, Inc.) Pullman, WA Both the amount and the availaility of water in oil i important to plant

More information

Competition for Information under Privacy Concerns

Competition for Information under Privacy Concerns Competition for Information under Privacy Concern Ramnath K. Chellappa Goizueta Buine School Emory Univerity Atlanta, GA 303-70 ram@u.emory.edu Raymond G. Sin School of Buine and Management Hong Kong Univerity

More information

There are two principles which are fundamental to economic analysis: a) the optimisation principle b) the equilibrium principle

There are two principles which are fundamental to economic analysis: a) the optimisation principle b) the equilibrium principle Microeconomic I. Antonio Zabalza. Univerity of Valencia 1 Leon 9: Market Euilibrium 9.1 Market euilibrium There are two rincile which are funamental to economic analyi: a) the otimiation rincile b) the

More information

Identifying Scrap Friendly Alloys using Chance Constrained Modeling

Identifying Scrap Friendly Alloys using Chance Constrained Modeling 5 th International Symoium on Recycling of Metal and Engineered Material (TMS) The eral, Metal & Material Society, 2007 Identifying Scra Friendly Alloy uing Chance Contrained Modeling Gabrielle

More information

Development of By-pass Blending Station System

Development of By-pass Blending Station System Develoment of By-a Blening Station Sytem. Liu Ph.D., P.E., Ph.D., D. Barne K. Bunz N. Ronerry Architectural Engineering Univerity of Neraka Omaha, Neraka ABSTRACT A new uiling lening tation ytem name y-a

More information

The Role of Termination in Employment Contracts: Theory and Evidence from Film Directors Careers

The Role of Termination in Employment Contracts: Theory and Evidence from Film Directors Careers The Role of Termination in Emloyment Contract: Theory and Evidence from Film Director Career Koe John a S. Abraham Ravid b and Jayanthi Sunder c Firt Draft: January 001 Thi Verion: January 00 Preliminary.

More information

Research Division Federal Reserve Bank of St. Louis Working Paper Series

Research Division Federal Reserve Bank of St. Louis Working Paper Series Reearch Diviion ederal Reerve Bank of St. Loui Working Paer Serie Biofuel Subidie and International Trade Subhayu Bandyoadhyay Sumon Bhaumik and Howard J. Wall Working Paer 2009-053B htt://reearch.tlouifed.org/w/2009/2009-053.df

More information

Numerical Analysis of a Gravity Substructure for 5 MW Offshore Wind Turbines Due to Soil Conditions

Numerical Analysis of a Gravity Substructure for 5 MW Offshore Wind Turbines Due to Soil Conditions Journal of Energy and Power Engineering 10 (2016) 150-158 doi: 10.17265/1934-8975/2016.03.002 D DAVID PUBLISHING Numerical Analyi of a Gravity Subtructure for 5 MW Offhore Wind Turbine Due to Soil Condition

More information

Model of Integrated Production and Delivery Batch Scheduling Under JIT Environment to Minimize Inventory Cost

Model of Integrated Production and Delivery Batch Scheduling Under JIT Environment to Minimize Inventory Cost Proceeding of the 2014 International Conference on Indutrial Engineering and Operation Management Bali, Indoneia, January 7 9, 2014 Model of Integrated Production and Delivery Batch Scheduling Under JIT

More information

The Process-Value Model: A Systems View of the IST Value Chain

The Process-Value Model: A Systems View of the IST Value Chain Aociation for Information Sytem AIS Electronic Library (AISeL) SAIS 2007 Proceeding Southern (SAIS) 3-1-2007 The Proce-Value Model: A Sytem View of the IST Value Chain William L. Lomeron lomeronw@nula.edu

More information

Heterogeneity in Producer s Marketing Strategy

Heterogeneity in Producer s Marketing Strategy Heterogeneity in Producer Marketing Strategy Tong Zhang Reearch Aitant Department of Agricultural Economic Oklahoma State Univerity 42C Ag Hall Phone no. 405-744-9797 Email: tong.zhang0@oktate.edu Wade

More information

Auto Distribution Workshop, Project No. P131202

Auto Distribution Workshop, Project No. P131202 PHOENIX CENTER FOR ADVANCED LEGAL & ECONOMIC PUBLIC POLICY STUDIES 5335 Wiconin Avenue, NW, Suite 440 Wahington, D.C. 20015 Tel: (+1) (202) 274-0235 Fax: (+1) (202) 318-4909 www.hoenix-center.org Dr. George

More information

THE MANPOWER SUPPLY PLANNING AND SHIFT SETTING FOR MASS RAPID TRANSIT CARRIAGE MAINTENANCE IN SHORT-TERM OPERATIONS

THE MANPOWER SUPPLY PLANNING AND SHIFT SETTING FOR MASS RAPID TRANSIT CARRIAGE MAINTENANCE IN SHORT-TERM OPERATIONS Journal of Marine Science and Technology, Vol. 16, No. 4,. 301-307 (2008) 301 THE MANPOWER SUPPLY PLANNING AND SHIFT SETTING FOR MASS RAPID TRANSIT CARRIAGE MAINTENANCE IN SHORT-TERM OPERATIONS Shangyao

More information

SIMULATION OF THE GAIN CHARACTERISTICS OF EDFA

SIMULATION OF THE GAIN CHARACTERISTICS OF EDFA SIMUTIO OF THE GI CHRCTERISTICS OF EDF guyen Hong Suong and Pham Quoc Ho Deartment of Telecommunication, Pot and Telecommunication Intitute of Technology (PTIT), Ho Chi Mh City, Vietnam BSTRCT In thi tudy,

More information

The Beijer Institute of Ecological Economics

The Beijer Institute of Ecological Economics The Beier Intitute o cological conomic DISSSION PPR Beier Dicuion Paer Serie No. 7 Invetment in Land e or Pollution batement nder ncertainty Sandra Lerda. 003. The Beier Intitute o cological conomic The

More information

Coordinating a Supply Chain Consisted of One Supplier and One Retailer When Demand Disruption Happens

Coordinating a Supply Chain Consisted of One Supplier and One Retailer When Demand Disruption Happens Management Science and Engineering Vol., No., 07, pp. 9-3 DOI:0.3968/947 ISSN 93-034 [Print] ISSN 93-035X [Online] www.ccanada.net www.ccanada.org Coordinating a Supply Chain Conited of One Supplier and

More information

Christoph Böhringer, Brita Bye, Taran Fæhn, and Knut Einar Rosendahl

Christoph Böhringer, Brita Bye, Taran Fæhn, and Knut Einar Rosendahl Dicuion Paer No. 783, June 2014 Statitic Norway, eearch Deartment Chritoh Böhringer, Brita Bye, Taran æhn, and Knut Einar oendahl Outut-baed rebating of carbon tae in the neighbor backyard Cometitivene,

More information

European Advertising Consumer Research Report 2015

European Advertising Consumer Research Report 2015 RESEARCH REPORT European Advertiing Conumer Reearch Report 2015 Conumer Awarene & Impact of European Self-Regulatory Programme for OBA Independent reearch conducted by Ipo MORI on behalf of TRUSTe and

More information

Value intensity of water used for electrical energy generation in the Western U.S.; an application of embedded resource accounting

Value intensity of water used for electrical energy generation in the Western U.S.; an application of embedded resource accounting Value intenity of water ued for electrical energy generation in the Wetern U.S.; an application of embedded reource accounting Elizabeth A. Martin and Benjamin L. Ruddell Abtract Thi tudy evaluate the

More information

GMACE Pilot #4: Adjusting the National Reliability Input Data

GMACE Pilot #4: Adjusting the National Reliability Input Data INTERBULL BULLETIN NO. 48. Berlin, Germany, May 20 21, 2014 GMACE Pilot #4: Adjuting the National Reliability Input Data P. G. Sullivan 1 and J. H. Jakoben 2 1 Canadian Dairy Network, Guelph, ON, Canada

More information

Available online at ScienceDirect. Energy Procedia 48 (2014 )

Available online at   ScienceDirect. Energy Procedia 48 (2014 ) Available online at www.ciencedirect.com ScienceDirect Energy Procedia 48 (2014 ) 806 812 SHC 2013, International Conference on Solar Heating and Cooling for Building and Indutry September 23-25, 2013,

More information

As companies outsource more product design and manufacturing activities to other members of the supply

As companies outsource more product design and manufacturing activities to other members of the supply MANAGEMEN SCIENCE Vol. 55, No. 7, July 2009, pp. 1122 1138 in 0025-1909 ein 1526-5501 09 5507 1122 inform doi 10.1287/mnc.1090.1008 2009 INFORMS Quality Improvement Incentive and Product Recall Cot Sharing

More information

environment of the Poyang Lake of the department of Education, Nanchang University, Nanchang330031, China

environment of the Poyang Lake of the department of Education, Nanchang University, Nanchang330031, China doi:10.21311/002.31.10.20 Cot - Benefit Analyi of Green Building Baed on Input - Output Theory Liu Wei 1, 2, 3, Wu zhijiang 1 1 Eat China Jiaotong Univerity, Nanchang330013, China 2 The School of economic

More information

Income Distribution Effects of EU Rural Development Policies: The Case of Farm Investment Support

Income Distribution Effects of EU Rural Development Policies: The Case of Farm Investment Support Income itribution Effect of EU Rural evelopment Policie: The Cae of Farm Invetment Support Pavel Ciaian 1 and Tomáš Ratinger 1 IPTS-JRC European Commiion and Slovak Agricultural Univerity UZEI - Intitute

More information

Water Distribution as a Noncooperative Game

Water Distribution as a Noncooperative Game Water Ditribution a a Noncooperative Game Ardehir Ahmadi, IHU Univerity,ehran, Iran Ardehir79@yahoo.com ABRAC he water ditribution problem of the Mexican Valley i modeled a a three-peron noncooperative

More information

Area, Sahibabad Ghaziabad, Uttar Pradesh Jharkhand India

Area, Sahibabad Ghaziabad, Uttar Pradesh Jharkhand India Thermal Analyi Of A Silicagel Methanol Adortion Refrigeration Sytem Mr.Anirban Sur 1 Dr.Randi.K.Da 2 1 Aitent Profeor Mechanical Engg. Deartment Inderraatha Engineering College Plot No:63, Site 4, Indutrial

More information

Akira Takeuchi 1, Budaraju Srinivasa Murty 2, Masashi Hasegawa 1, Srinivasa Ranganathan 3 and Akihisa Inoue 1

Akira Takeuchi 1, Budaraju Srinivasa Murty 2, Masashi Hasegawa 1, Srinivasa Ranganathan 3 and Akihisa Inoue 1 Material Tranaction, Vol. 8, No. (007). 10 to 11 Secial Iue on Material Science of Bulk Metallic Glae-VII #007 The Jaan Intitute of Metal Analyi of Bulk Metallic Gla Formation Uing a Tetrahedron Comoition

More information

Management Science Letters

Management Science Letters Management Science Letter 2 (202) 247 252 Content lit available at GrowingScience Management Science Letter homepage: www.growingscience.com/ml An empirical tudy to meaure the impact of loan aignment for

More information

Course Evaluation Validation using Data Envelopment Analysis. Joseph Sarkis Clark University. Inshik Seol Clark University

Course Evaluation Validation using Data Envelopment Analysis. Joseph Sarkis Clark University. Inshik Seol Clark University THE ACCOUNTING EDUCATORS JOURNAL Volume XX 2010 pp. 21-32 Coure Evaluation Validation uing Data Envelopment Analyi Joeph Sarki Clark Univerity Inhik Seol Clark Univerity Abtract In thi paper we detail

More information

A model for grain growth based on the novel description of dendrite shape

A model for grain growth based on the novel description of dendrite shape ARCHIVES of FOUNDRY ENGINEERING Publihed quarterly a the organ of the Foundry Commiion of the Polih Academy of Science ISSN (1897-3310) Volume 7 Iue 4/2007 183 188 36/4 A model for grain growth baed on

More information

Examining the tradeoff between fixed pay and performance-related pay: A choice experiment approach

Examining the tradeoff between fixed pay and performance-related pay: A choice experiment approach Examining the tradeoff between fixed pay and performance-related pay: A choice experiment approach JUNYI SHEN * Reearch Intitute for Economic and Buine Adminitration, Kobe Univerity KAZUHITO OGAWA Faculty

More information

International Journal of Mathematical Archive-8(6), 2017, Available online through ISSN

International Journal of Mathematical Archive-8(6), 2017, Available online through   ISSN International Journal of Mathematical Archive-8(6), 27, 33-38 Available online through www.ijma.info ISSN 2229 546 BAYESIAN SPECIAL TYPE DOUBLE SAMPLING PLAN WITH BETA PRIOR DISTRIBTUTION Dr. S. JEYABHARATHI*

More information

JOURNAL OF THE. Agricultural Economics Council. L Northeastern 0,/IA-<- '-'-". ~. ' ) VOLUME Ill, NUMBER 2 OCTOBER 1974 NOV

JOURNAL OF THE. Agricultural Economics Council. L Northeastern 0,/IA-<- '-'-. ~. ' ) VOLUME Ill, NUMBER 2 OCTOBER 1974 NOV C i.; ' I FOUNDI.\T!ON OF AGRICULTURAL ECONOMICS LIBRARY NOV 6 974 JOURNAL OF THE - L Northeatern Agricultural Economic Council ~ 0,/IA-

More information

The Firm and the Market

The Firm and the Market Almost essential Firm: Demand and Suly The Firm and the Market MICROECONOMICS Princiles and Analysis Frank Cowell October 2005 Introduction In revious resentations we ve seen how an otimising agent reacts

More information

Label Confusion: The Groucho Effect of Uncertain Standards. Rick Harbaugh, John W. Maxwell, and Beatrice Roussillon.

Label Confusion: The Groucho Effect of Uncertain Standards. Rick Harbaugh, John W. Maxwell, and Beatrice Roussillon. Label Confuion: The Groucho Effect of Uncertain Standard Rick Harbaugh, John W. Maxwell, and Beatrice Rouillon November 15, 21 Abtract Label certify that a product meet ome tandard for quality, but often

More information

THE FIRM AND THE MARKET

THE FIRM AND THE MARKET Prerequisites Almost essential Firm: Demand and Suly THE FIRM AND THE MARKET MICROECONOMICS Princiles and Analysis Frank Cowell Note: the detail in slides marked * can only be seen if you run the slideshow

More information

ECON 2100 Principles of Microeconomics (Fall 2018) Price Discrimination, Product Differentiation, and Bundling

ECON 2100 Principles of Microeconomics (Fall 2018) Price Discrimination, Product Differentiation, and Bundling ECON Princiles of Microeconomics (Fall 8) Price Discrimination, Product Differentiation, and Bundling elevant readings from the textook: Mankiw, Ch. 5 Monooly Suggested rolems from the textook: Chater

More information

INVESTIGATION OF THERMOSTAT-SET CONTROL AS A NEW DIRECT LOAD CONTROL METHOD

INVESTIGATION OF THERMOSTAT-SET CONTROL AS A NEW DIRECT LOAD CONTROL METHOD INVESTIGATION OF THERMOSTAT-SET CONTROL AS A NEW DIRECT LOAD CONTROL METHOD Canbolat Uçak canbolat@elk.itu.edu.tr Gökçe Dokuyucu gokce776@uperonline.com Department of Electrical Engineering Electrical

More information

Up or Out? Economic-Engineering Theory of Flood Levee Height and Setback

Up or Out? Economic-Engineering Theory of Flood Levee Height and Setback Up or Out? Economic-Engineering Theory of Flood Levee Height and Setback Tingju Zhu 1 and Jay R. Lund 2 Abtract: Levee etback location and height are important iue in flood levee ytem deign and modification.

More information

KNOWLEDGE MAPPING IN THAI WEAVING INDUSTRY

KNOWLEDGE MAPPING IN THAI WEAVING INDUSTRY KNOWLEDGE MAPPING IN THAI WEAVING INDUSTRY Anyanitha Ditanont College of Innovation, Thammaat Univerity, Thailand anyanitha@yahoo.com Abtract: Knowledge i a valuable aet to any organiation epecially, the

More information

Managing Relational Exchanges

Managing Relational Exchanges Managing Relational Exchange Gila E. Fruchter Bar-Ilan Univerity Simon Pierre Sigué Athaaca Univerity The author propoe an analytic model that deal with oth ehavioral conideration etween exchange partner

More information

Afforestation Subsidy under Asymmetric Information and Transaction Cost in Developing Countries: Does rural capital market imperfection matter?

Afforestation Subsidy under Asymmetric Information and Transaction Cost in Developing Countries: Does rural capital market imperfection matter? Afforetation Subidy under Aymmetric Information and Tranaction Cot in Developing Countrie: Doe rural capital market imperfection matter? Dambala Gelo, Steven Koch 2 Abtract Thi paper deal with the deign

More information

The Firm and the Market

The Firm and the Market Prerequisites Almost essential Firm: Demand and Suly The Firm and the Market MICROECONOMICS Princiles and Analysis Frank Cowell October 2005 Introduction In revious resentations we ve seen how an otimising

More information

STUDY THE EFFECT OF WHEAT MARKET LIBERALIZATION ON RURAL WELFARE IN IRAN

STUDY THE EFFECT OF WHEAT MARKET LIBERALIZATION ON RURAL WELFARE IN IRAN 69 STUDY THE EFFECT OF WHEAT MARKET LIBERALIZATION ON RURAL WELFARE IN IRAN Koohar Khaledi, h.d. of Agricultural Economic, Department of Agricultural Economic, Kermanhah Branch, Ilamic Azad Univerity,

More information

Combinatorial Auctions Using Rule-Based Bids

Combinatorial Auctions Using Rule-Based Bids Cominatorial Auction Uing Rule-Baed Bid Joni L. Jone Michael R. and Mary Kay Hallman Fellow and Aitant Profeor of Computer and Information Sytem Univerity of Michigan Buine School Gary J. Koehler John

More information

Consumption, Production, Welfare B: Competitive markets (partial eq) Univ. Prof. dr. Maarten Janssen University of Vienna Winter semester 2015

Consumption, Production, Welfare B: Competitive markets (partial eq) Univ. Prof. dr. Maarten Janssen University of Vienna Winter semester 2015 Consumtion, Production, Welfare B: Cometitive markets (artial eq) Univ. Prof. dr. Maarten Janssen University of Vienna Winter semester 2015 Must individual suly curve always be uward sloing? Suly curve

More information

Management Science Letters

Management Science Letters Management Science Letter 2 (2012) 3049 3054 Content lit available at GrowingScience Management Science Letter homepage: www.growingscience.com/ml Identification and prioritization of hazardou material

More information

Opportunity Costs and Non-Scale Free Capabilities: Profit Maximization, Corporate Scope, and Profit Margins

Opportunity Costs and Non-Scale Free Capabilities: Profit Maximization, Corporate Scope, and Profit Margins Opportunity Cot and on-scale Free Capabilitie: Profit Maximization, Corporate Scope, and Profit Margin Daniel A. Levinthal* Reginald H. Jone Profeor of Corporate Strategy 309 Steinberg-Dietrich Hall Wharton

More information

Tom-Reiel Heggedal and Karl Jacobsen

Tom-Reiel Heggedal and Karl Jacobsen Dicuion Paper No. 536, April 2008 Statitic Norway, Reearch Department Tom-Reiel eggedal and Karl Jacoben Timing of innovation policie when carbon emiion are retricted: an applied general equilibrium analyi

More information

LED IP PRIMER. One World LED 1026 South Road, Edwardstown, SA, 5039 p: (08) e:

LED IP PRIMER. One World LED 1026 South Road, Edwardstown, SA, 5039 p: (08) e: LED IP PRIMER Thi brochure provide a quick overview of the patented innovation by and our partner around the world. The ytem and method invented by patent granted to One World LED how our commitment to

More information

The Maximal Damage Paradigm in Antitrust Regulation: Is it Something New?

The Maximal Damage Paradigm in Antitrust Regulation: Is it Something New? The Maximal Damage Paradigm in Antitrust Regulation: Is it Something New? It is well known that cartels are harmful for consumers. To counteract cartels, cartel formation is by law an economic crime with

More information

easyjet Pricing Strategy: Should Low-Fare Airlines Offer Last-Minute Deals?

easyjet Pricing Strategy: Should Low-Fare Airlines Offer Last-Minute Deals? easyjet Pricing trategy: hould ow-fare Airlines Offer ast-inute Deals? Aendi Proosition : he general otimization roblem is reresented by: Period : a ubject to 0 Period : a ubject to 0 and - > 0 hus, we

More information

An Improved Void-Resistance Model for Abandoned Coal Mine Gas Reservoirs

An Improved Void-Resistance Model for Abandoned Coal Mine Gas Reservoirs n Imroved Void-Reitance Model for bandoned Coal Mine Ga Reervoir Ji-Quan Shi 1, Ruben Martinez Rubio, Sevket Durucan 1 1 Deartment of Earth Science and Engineering, Royal School of Mine, Imerial College

More information

A Model of the Consumer s Bid Price Determination with Adjustment Costs 1

A Model of the Consumer s Bid Price Determination with Adjustment Costs 1 A Model of the Consumer s Bid Price Determination with Adjustment Costs 1 Cheoljoon Kang Astract How do consumers make a idding decision when they arrive at the market to realize their redetermined consumtion

More information

Patent races, me-too drugs, and generics: A developing-world perspective. Alka Chada and Åke Blomqvist, National University of Singapore

Patent races, me-too drugs, and generics: A developing-world perspective. Alka Chada and Åke Blomqvist, National University of Singapore atent race me-too drug and generic: deeloping-world perpectie lka Chada and Åke Blomqit National Unierity of Singapore Introduction In thi paper we conider an iue that ha been ery important for deeloping

More information

4/14/2016. Intermediate Microeconomics W3211. Lecture 18: Equilibrium with Firms 2. Today. The Story So Far. Quantity Taxes.

4/14/2016. Intermediate Microeconomics W3211. Lecture 18: Equilibrium with Firms 2. Today. The Story So Far. Quantity Taxes. 1 Intermediate Microeconomics W3211 Lecture 18: Equilibrium with Firms 2 Introduction Columbia University, Sring 2016 Mark Dean: mark.dean@columbia.edu 2 The Story So Far. 3 Today 4 Last lecture we talked

More information

6/6/2012. HR Training and Development. Content. Training: concept. Training: concept. Training: concept. Training and Development: Concept

6/6/2012. HR Training and Development. Content. Training: concept. Training: concept. Training: concept. Training and Development: Concept HR Training and Development UNIT 5 Content Concept and need of HR training and development Training need aement HR training: objective and method (on-the-job and off-the-job). Evaluation of training program

More information

Logistics Service Level Improvement Research and Demonstration Based on Queuing Theory

Logistics Service Level Improvement Research and Demonstration Based on Queuing Theory Management cience and Engineering Vol. 5, No. 3,, pp. -54 DOI:.36/j.me.335X53.z44 IN 3-34[Print] IN 3-35X[Online] www.ccanada.net www.ccanada.org Logitic ervice Level Improvement Reearch and Demontration

More information

Managing animal health status information in the cattle market

Managing animal health status information in the cattle market Managing animal health tatu information in the cattle market Rat-Apert O., Weldegeriel HT. 2, Stott AW. 2, Fourichon. National Veterinary School of Nante, INRA, UMR300 Biology, Epidemiology and Rik Analyi,

More information

EXTENSION OF EOQ MODEL

EXTENSION OF EOQ MODEL EXTENSION OF EO MOEL WITH EMERGENCY ORERS AN EXPLICIT ENERGY COST CONSIERATIONS A Mater Tei reented to te Faculty of te Graduate Scool at te Univerity of Miouri In Partial Fulfillment Of te Requirement

More information

The Win-win Mechanism of Loyalty Programs Partnerships: Considering the Customer Heterogeneity

The Win-win Mechanism of Loyalty Programs Partnerships: Considering the Customer Heterogeneity Association for Information Systems AIS Electronic Library (AISeL WHICEB 013 Proceedings Wuhan International Conference on e-business Summer 5-5-013 The Win-win Mechanism of Loyalty Programs Partnershis:

More information

Big Data computation for workshop-based planning support

Big Data computation for workshop-based planning support Big Data computation for worhop-baed planning upport Jianguang Tu International School of Software Wuhan Univerity Wuhan, P.R.China Tujg1973@gmail.com Jianquan Cheng * School of Science and the Environment

More information

Economics of Strategy (ECON 4550) Maymester 2015 Overview of Alternative Competitive Environments

Economics of Strategy (ECON 4550) Maymester 2015 Overview of Alternative Competitive Environments Economics of Strategy (ECON 4) Maymester 2 Overview of Alternative Cometitive Environments Definitions and Concets: Profit Total Revenues minus Total Costs. Primary objective of most rivate enterrise is

More information

Incorporating word-of-mouth effects in estimating customer lifetime value Received (in revised form): 13th September, 2006

Incorporating word-of-mouth effects in estimating customer lifetime value Received (in revised form): 13th September, 2006 Incorporating word-of-mouth effect in etimating cutomer lifetime value Received (in revied form): 13th September, 2006 Jonathan Lee i Aociate Profeor of Marketing in College of Buine Adminitration at California

More information

PRECIPITATION CALIBRATION TESTS August 12, 2009

PRECIPITATION CALIBRATION TESTS August 12, 2009 BISHOP PAIUTE TRIBE ENVIRONMENTAL MANAGEMENT OFFICE PRECIPITATION CALIBRATION TESTS Augut 12, 2009 Thi report decribe the reult of everal precipitation calibration tet carried out in July 2009, following

More information

Equilibrium Sediment Transport and Evolution Trend Simulation of the Lower Yellow River

Equilibrium Sediment Transport and Evolution Trend Simulation of the Lower Yellow River Senor & Tranducer, Vol. 21, Special Iue, May 213, pp. 135-141 Senor & Tranducer 213 by IFSA http://www.enorportal.com Equilibrium Sediment Tranport and Evolution Trend Simulation of the Lower Yellow River

More information

Consumers often purchase goods that are hard to find to conspicuously display their exclusivity and social

Consumers often purchase goods that are hard to find to conspicuously display their exclusivity and social Publihed online ahead of print July 3, 212 MANAGEMENT SCIENCE Article in Advance, pp. 1 22 ISSN 25-199 (print ISSN 1526-551 (online http://dx.doi.org/1.1287/mnc.112.1545 212 INFORMS Selling to Conpicuou

More information

Inventories, Markups, and Real Rigidities in Menu Cost Models

Inventories, Markups, and Real Rigidities in Menu Cost Models The Review of Economic Studie Advance Acce publihed September 11, 2012 Review of Economic Studie 2012) 0, 1 28 doi:10.1093/retud/rd028 The Author 2012. Publihed by Oxford Univerity Pre on behalf of The

More information

1.5 DEVELOPMENT OF THE DEPTH AVERAGED GOVERNING EQUATIONS

1.5 DEVELOPMENT OF THE DEPTH AVERAGED GOVERNING EQUATIONS CE 344 - Topic.5 - Spring 2003 - Revied Feruary 3, 2003 3:20 pm.5 DEVELOPMENT OF THE DEPTH AVERAGED GOVERNING EQUATIONS General Conideration We are developing a hierarchy of equation averaged over variou

More information

Exergy Analysis of Organic Rankine Cycle with Internal Heat Exchanger

Exergy Analysis of Organic Rankine Cycle with Internal Heat Exchanger International Journal of Material, Mechanic and Manufacturing, Vol. 1, No. 1, February 21 Exergy Analyi of Organic Rankine Cycle with Internal Heat Exchanger Kyoung Hoon Kim, Hyung Jong Ko, and Se Woong

More information

Pollution prevention with chemical process simulators: the generalized waste reduction (WAR) algorithm full version

Pollution prevention with chemical process simulators: the generalized waste reduction (WAR) algorithm full version Computer and Chemical Engineering 23 (1999) 623 634 Pollution prevention with chemical proce imulator: the generalized wate reduction (WAR) algorithm full verion Heriberto Cabeza *, Jane C. Bare, Subir

More information

Minimization of exergy losses in combustion processes with an illustration of a membrane combustion

Minimization of exergy losses in combustion processes with an illustration of a membrane combustion Minimization of exergy loe in combution procee with an illutration of a membrane combution Markku J. Lampinen*, Ralf Wikten, Arto Sarvi, Kari Saari and Marjut Penttinen Aalto Univerity, Department of Energy

More information

HOW A REDUCTION OF STANDARD WORKING HOURS AFFECTS EMPLOYMENT DYNAMICS. Summary

HOW A REDUCTION OF STANDARD WORKING HOURS AFFECTS EMPLOYMENT DYNAMICS. Summary De Economit (2010) 158:193 207 The Author() 2010 DOI 10.1007/10645-010-9142-5 Thi article i publihed with open acce at Springerlink.com DE ECONOMIST 158, NO. 2, 2010 HOW A REDUCTION OF STANDARD WORKING

More information

CPP, SVP PRODUCT AND CUSTOMER EXPERIENCE - SECURITY CARD SERVICES

CPP, SVP PRODUCT AND CUSTOMER EXPERIENCE - SECURITY CARD SERVICES growth How to Build a More Durable Payment Program through Merchant Experience CPP, SVP PRODUCT AND CUSTOMER EXPERIENCE - SECURITY CARD SERVICES Let me tart by getting thi out of the way: I love my job.

More information

The research of simplified method of calculating wind and rain loads and its validation

The research of simplified method of calculating wind and rain loads and its validation The reearch of implified method of calculating wind and rain load and it validation Xing FU 1) and Hong-Nan LI 2) 1), 2) Faculty of Infratructure Engineering, Dalian Univerity of Technology, Dalian 116024,

More information

Household Behavior Under Market Failures: How Natural Resource Management in Agriculture Promotes Livestock Production in the Sahel.

Household Behavior Under Market Failures: How Natural Resource Management in Agriculture Promotes Livestock Production in the Sahel. Houehold Behavior Under Market Failure: How Natural Reource Management in Agriculture Promote Livetock Production in the Sahel y Céline Dutilly-Diane, Eliaeth Sadoulet, and Alain de Janvry March 2003 Atract

More information

STRONG FAILURE OF SEABED INDUCED BY GAS HYDRATE DISSOCIATION

STRONG FAILURE OF SEABED INDUCED BY GAS HYDRATE DISSOCIATION Proceeding of the 7th International Conference on Ga Hydrate (ICGH 211), Edinburgh, Scotland, United Kingdom, July 17-21, 211. STRONG FAILURE OF SEABED INDUCED BY GAS HYDRATE DISSOCIATION Xiaobing Lu Xu

More information

Unit Commitment in Smart Grid Considering Demand Response and Stochastic Wind Generation

Unit Commitment in Smart Grid Considering Demand Response and Stochastic Wind Generation J. Energy Power Source Vol. 1, No. 6, 2014, pp. 314-320 Received: September 8, 2014, Publihed: December 30, 2014 Journal of Energy and Power Source www.ethanpublihing.com Unit Commitment in Smart Grid

More information

Manufacturer-Retailer Pricing Competition Across Multiple Product Categories: An Equilibrium Framework

Manufacturer-Retailer Pricing Competition Across Multiple Product Categories: An Equilibrium Framework Manufacturer-Retailer Pricing Cometition Across Multile Product Categories: An Equilibrium Framework Benjamin Kartono Nanyang Technological University This aer investigates ricing cometition between manufacturers

More information

Adaptation benefits and costs measurement and policy issues

Adaptation benefits and costs measurement and policy issues WORKING PARTY ON GLOBAL AND STRUCTURAL POLICIES OECD Workhop on the Benefit of Climate Policy: Improving Information for Policy Maker Adaptation benefit and cot meaurement and policy iue by John M. Callaway

More information

Programme title: Master of Science in Human Resource Management (CIPD) MSc (top up): 1 year (part time) April 2018

Programme title: Master of Science in Human Resource Management (CIPD) MSc (top up): 1 year (part time) April 2018 Programme Specification Faculty of Management, Law and Social Science Programme title: Mater of Science in Human Reource Management (CIPD) Academic Year: 2018/19 Degree Awarding Body: Final and interim

More information

Social group dynamics in networks

Social group dynamics in networks Social group dynamic in network Gergely Palla 1, Péter Pollner 1, Albert-Lázló Barabái 3 and Tamá Vicek 1,2 Abtract The rich et of interaction between individual in the ociety reult in complex community

More information

Discovering Transcription Factor Binding Motif Sequences

Discovering Transcription Factor Binding Motif Sequences Dicovering Trancription Factor Binding Motif Sequence I Department of Biology, Stanford Univerity, CA, 94305 Introduction In biology, equence motif are hort equence pattern, uually with fixed length, that

More information

THE CHOICE OF REVERSE LOGISTICS RECYCLING MODEL IN THE NONLINEAR DEMAND

THE CHOICE OF REVERSE LOGISTICS RECYCLING MODEL IN THE NONLINEAR DEMAND Journal of athematical Sciences: dvances and lications Volume 9 016 ages 9-61 vailale at htt://scientificadvancescoin DOI: htt://dxdoiorg/101864/jmsaa_710011660 THE CHOICE OF EVESE LOGISTICS ECYCLING ODEL

More information

An Analysis of Profit and Consumer Surplus Implications of Resale

An Analysis of Profit and Consumer Surplus Implications of Resale An Analysis of Profit and Consumer Surlus Imlications of Resale Qiong Wang 1, Jon M. Peha, Marvin A. Sirbu 3 Abstract When a monooly carrier rovides multile services(voice, data, video) through a single

More information

Three-Level Service Contract between Manufacturer, Agent and Customer (Game Theory Approach)

Three-Level Service Contract between Manufacturer, Agent and Customer (Game Theory Approach) Proceedings of the 0 International Conference on Industrial Engineering and Oerations Management Istanbul, Turkey, July 6, 0 Three-evel Service Contract between Manufacturer, Agent and Customer (Game Theory

More information

An adaptive design approach for a geothermal plant with changing resource characteristics

An adaptive design approach for a geothermal plant with changing resource characteristics An adaptive deign approach for a geothermal plant with changing reource characteritic M. Imroz Sohel 1,*, Mathieu Sellier 2, Suan Krumdieck 2 1 Scion, e Papa ipu Innovation Park, 49 Sala Street, Rotorua,

More information

AGRICULTURAL COOPERATIVES AND COST-REDUCING R&D IN THE AGRI-FOOD SYSTEM

AGRICULTURAL COOPERATIVES AND COST-REDUCING R&D IN THE AGRI-FOOD SYSTEM AGRULTURAL OOPERATVES AND OST-REDUNG R&D N THE AGR-FOOD SYSTEM Konstantinos Giannakas Associate Professor Deartment of Agricultural Economics University of Nebraska-Lincoln 16 H.. Filley Hall Lincoln,

More information

REHABILITATION OF THE CONCRETE BRIDGE ACROSS HIGHWAY

REHABILITATION OF THE CONCRETE BRIDGE ACROSS HIGHWAY REHABILITATION OF THE CONCRETE BRIDGE ACROSS HIGHWAY Darko Meštrović*, Dean Čizmar* & Angela Nižić** *Faculty of Civil Engineering Univerity of Zagreb ** Lehrtull fuer Maivbau Techniche Univeritaet Muenchen

More information

Product Diversity and Ethnic Fragmentation: Is Heterogeneity Good or Bad for Media Capture?

Product Diversity and Ethnic Fragmentation: Is Heterogeneity Good or Bad for Media Capture? Product Diverity and Ethnic Fragmentation: I Heterogeneity Good or Bad for Media Capture? Caterina Gennaioli Preliminary Draft June 2008 Abtract Under ome circumtance a power eeking politician trie to

More information

Design a Sustainable Supply Chain under Uncertainty using Life Cycle Optimisation and Stochastic Programming

Design a Sustainable Supply Chain under Uncertainty using Life Cycle Optimisation and Stochastic Programming 151 A publication of CHEMICAL ENGINEERING TRANSACTIONS VOL. 61, 2017 Guet Editor: Petar S Varbanov, Rongxin Su, Hon Loong Lam, Xia Liu, Jiří J Klemeš Copyright 2017, AIDIC Servizi S.r.l. ISBN 978-88-95608-51-8;

More information

An Optimal Real-time Pricing Algorithm for the Smart Grid: A Bi-level Programming Approach

An Optimal Real-time Pricing Algorithm for the Smart Grid: A Bi-level Programming Approach An Optimal Real-time Pricing Algorithm for the Smart Grid: A Bi-level Programming Approach Fan-Lin Meng and Xiao-Jun Zeng School of Computer Science, Univerity of Mancheter Mancheter, United Kingdom mengf@c.man.ac.uk,

More information

Challenges of Developing ISO Sampling Standards

Challenges of Developing ISO Sampling Standards Challenge of Developing ISO Sampling Standard Ralph Holme CSIRO Mineral Down Under Flaghip Chair ISO/TC 10/SC 1 Sampling Iron Ore Chair ISO/TC 7/SC 4 Sampling Coal and Coke Convenor ISO/TC 183/WG 9 Sampling

More information

About the Authors. Your Shortcuts Might Become Expensive Detours. Dr. Andreas Krueger. Felipe Nogueira

About the Authors. Your Shortcuts Might Become Expensive Detours. Dr. Andreas Krueger. Felipe Nogueira L ea eadmi ni t r a onbynaki a MakeYourDeadl i newi t houtcompr omi i ngqual i t y I FRS16Rapi ddepl oymentgui de naki a. c om About the Author Dr. Andrea Krueger Andrea i a Senior Solution Expert for

More information

International Journal of Scientific & Engineering Research, Volume 5, Issue 8,August ISSN

International Journal of Scientific & Engineering Research, Volume 5, Issue 8,August ISSN International Journal of Scientific & Engineering Reearch, Volume 5, Iue 8,Augut-2014 310 Seimic Behavior of Concrete Column and Beam Reinforced with Interlocking Spiral Ioanni A. Tego, Theodoro A. Chryanidi,

More information

Can Unobserved Heterogeneity in Farmer Ability Explain the Inverse Relationship between Farm Size and Productivity?

Can Unobserved Heterogeneity in Farmer Ability Explain the Inverse Relationship between Farm Size and Productivity? Can Unobserved Heterogeneity in Farmer Ability Exlain the Inverse Relationshi between Farm Size and Productivity? Juliano J. Assunção Maitreesh Ghatak Abstract The well-known inverse relationshi between

More information

INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 03 STOCKHOLM, AUGUST 19-21, 2003 EVALUATION OF SOFT REQUIREMENTS DURING PRODUCT DESIGN

INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 03 STOCKHOLM, AUGUST 19-21, 2003 EVALUATION OF SOFT REQUIREMENTS DURING PRODUCT DESIGN INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 3 STOCKHOLM, AUGUST 9-, 3 EVALUATION OF SOFT REQUIREMENTS DURING PRODUCT DESIGN Kjell Anderon Abtract Ti paper preent an approac to improve current metod

More information

Participation, Growth and Social Poverty: Social Capital in a Homogeneous

Participation, Growth and Social Poverty: Social Capital in a Homogeneous The Open Economic Journal, 2008,, -3 Open Acce Participation, Growth and Social Poverty: Social Capital in a Homogeneou Society Angelo Antoci *,, Pier Luigi Sacco 2 and Paolo Vanin 3 DEIR, Univerity of

More information