Stationary Monetary Equilibria with Strictly Increasing Value Functions and Non-Discrete Money Holdings Distributions: An Indeterminacy Result

Size: px
Start display at page:

Download "Stationary Monetary Equilibria with Strictly Increasing Value Functions and Non-Discrete Money Holdings Distributions: An Indeterminacy Result"

Transcription

1 CIRJE-F-615 Stationary Monetary Equilibria with Strictly Increasing Value Functions and Non-Discrete Money Holdings Distributions: An Indeterminacy Result Kazuya Kamiya University of Toyo Taashi Shimizu Kansai University March 2009 CIRJE Discussion Paers can be downloaded without charge from: htt:// Discussion Paers are a series of manuscrits in their draft form. They are not intended for circulation or distribution excet as indicated by the author. For that reason Discussion Paers may not be reroduced or distributed without the written consent of the author.

2 Stationary Monetary Equilibria with Strictly Increasing Value Functions and Non-Discrete Money Holdings Distributions: An Indeterminacy Result Kazuya Kamiya and Taashi Shimizu February 2009 Abstract In this aer, we resent a search model with divisible money in which there exists a continuum of monetary equilibria with strictly increasing continuous value functions and with non-discrete money holdings distributions. Keywords: Real Indeterminacy, Random Matching, Money Journal of Economic Literature Classification Number: C72, C78, D44, D51, D83, E40 1 Introduction Recently, real indeterminacy of stationary equilibria has been found in both secific and general search models with divisible money. (See, for examle, Green and Zhou [1] [2], Kamiya and Shimizu [3], Matsui and Shimizu [4], and Zhou [7].) However, all the indeterminacy results found so far are limited to the case that value functions are ste functions and money holdings distributions are discrete ones. In this aer, we show that real indeterminacy can occur even in the case of strictly increasing continuous value functions and non-discrete money holdings distributions. In his introductory aer of symosium volume of Journal of Economic Theory, Wallace [5] resents a conjecture that the indeterminacy result is not robust in the following sense: This research is financially suorted by Grant-in-Aid for Scientific Research from JSPS and MEXT. Of course, any remaining error is our own. Faculty of Economics, University of Toyo, Bunyo-u, Toyo JAPAN ( amiya@e.utoyo.ac.j) Faculty of Economics, Kansai University, Yamate-cho, Suita-shi, Osaa JAPAN ( tshimizu@icu.ansai-u.ac.j) 1

3 The multilicity is almost certainly not robust to dearting from the assumtion that the money is a fiat object. That, is if nominal holdings of the fiat object give utility (can be as aer weights or decoration or burned as fuel), then the ind of multilicity that has eole treating x units of a fiat asset as a new fiat object disaears. ([5].225) Following this conjecture, Wallace and Zhu [6] introduce the concet of commodity-money refinement. To ut it shortly, a stationary equilibrium satisfies the commodity-money refinement if it is also a limit of stationary equilibria as the consumtion utility of money goes to zero. Wallace and Zhu aly the concet to two secific models. In one model, the commodity-money refinement eliminates stationary equilibria with discrete money holdings distributions, and in the other model the commodity-money refinement eliminates stationary equilibria with value functions that are not strictly increasing, such as ste-functions. 1 One might thin that Wallace and Zhu s result verifies the above conjecture, for all the revious results of real indeterminacy in money search models are limited to the case of discrete money holdings distributions and ste value functions. 2 The urose of this note is to resent a money search model in which there is a continuum of stationary equilibria with non-discrete money holdings distribution and strictly increasing continuous value functions. Moreover, they satisfy the commodity-money refinement. In Section 2, we resent the model, and then in Section 3 we resent the indeterminacy result and show that the stationary equilibria indeed satisfies the commodity-money refinement in the sense of Wallace and Zhu. 2 The Model There is a continuum of agents with a mass of measure one. There are 3 tyes of agents with equal fractions and the same number of tyes of erfectly divisible goods. A tye i 1 agent can roduce tye i good. (We assume that a tye agent roduces tye 1 good.) The roduction technology of each agent is characterized by a fixed cost c > 0, zero 1 Note that their results also deend uon their definition of refinement. Zhou [8] defines the commoditymoney refinement in another way and shows that there is a continuum of robust stationary equilibria with discrete money holdings distributions and ste value functions. 2 Green and Zhou [2] construct non-stationary equilibria with non-discrete money holdings distributions, but the stationary equilibria in their model have discrete money holdings distributions. 2

4 marginal cost, and a caacity constraint q > 0, where c and q are common to all agents. More recisely, the cost function of each agent is exressed as: 0, if q = 0, C(q) = c, if 0 < q q,, if q < q. A tye i agent obtains utility only when she consumes tye i good and her utility function is exressed by a linear function, u(q) = aq, where a > 0 is given and q is the amount of good i. Note that a is common to all agents. Time is discrete. In each eriod, each agent first chooses either to be a consumer or a seller. Then airwise random matchings tae lace. Note that if an agent of tye i chooses to be a seller, then she cannot buy tye i good even when she meet a tye i 1 agent. If a tye i seller meets a tye i + 1 buyer, then the seller maes a tae-it-or-leave-it offer of (q s, s ) without nowing the artner s money holding, where q s is the maximum amount of tye i + 1 good she can sell and s is the rice of the good. Note that the seller nows the money holdings distribution of the economy. Finally, when (q s, s ) is offered, the tye i buyer chooses the amount of good q b q s he wants to consume. Let m 0 [0, 1] be the measure of agents without money and f : (0, ) R + be a density function of money holdings on (0, ). Of course, = (0, ) fdη must hold. Let M > 0 be the nominal stoc of fiat money and β (0, 1) be the discount factor. The conditions for a stationary equilibrium are (i) each agent maximizes the exected value of utility-streams, i.e., the Bellman equation is satisfied, (ii) the money holdings distribution of the economy is stationary, i.e., time-invariant, and (iii) the total amount of money the agents have is equal to M. We focus on stationary equilibria in which all agents with identical characteristics act similar and in which all of the tyes are symmetric. 3 The Results The following theorem is the main result of the resent aer. Theorem 1 Let d = a q c. Suose 3 2 < d 3. Then there exists a β (0, 1) such that, for any given β (β, 1), there exists a continuum of stationary equilibria in which (i) 3

5 the value functions are continuous, strictly increasing, and concave, and (ii) the money holdings distributions have a full suort in some closed interval with a nonemty interior. Proof: (I) We focus on the strategy satisfying the following: for some > 0, an agent without money always chooses to be a seller and an agent with money holding η > 0 always chooses to be a buyer, a seller always offers (, q), a buyer with money holding η > 0 consumes the following amount of her consumtion good: there exists a (η) such that, for given ( s, q s ), q b (η, s, q s ) = { min{η/ s, q s } if s (η), 0 if s > (η), (1) for some λ and σ, f is exressed by { 2λη + σ, for η (0, q], f(η) = 0, for η ( q, ]. (2) Note that, (η), λ, and σ will be determined as functions of m 0 later. (II) Next, we obtain a candidate for a value function V : R + R consistent with the above strategy. From the above strategy, V (η) for η (0, ) can be written as a function of V (0) as follows. First, for η (0, q], V (η) = m 0 (a η ) ( + βv (0) + ) βv (η) holds. Thus where A(m 0 ) = written as: V (η) = A(m 0 ) (a η ) + βv (0), for η (0, q], (3) m 0 ( m 0 )β. Note that A(m 0) < 1. Similarly, V (η) for η ( q, ) is V (η) = A(m 0 ) (a q + βv (η q)), for η ( q, ). (4) 4

6 Next, since an agent without money always chooses to be a seller, then V (0) is determined by V (0) = [ c + (0, q] ] βv (η) f(η) ( dη m ) 0 βv (0). (5) (III) Below, we focus on equilibria with V (0) = 0 and obtain (, λ, σ) as functions of m 0. 3 First, we decomose η 0 into an multile of q and a residual; that is, η = n q +ι, where n is a nonnegative integer and ι is a nonnegative real number less than q. Then, by (3) and (4), V (n q + ι) = aa(m [ 0) { q (βa(m 0 )) n q (1 βa(m 0 )) ι ]} 1 βa(m 0 ) (6) holds. On the other hand, by (2) and (5), ( ) c = aβa(m ( 0) 2 ηf(η)dη = aβa(m 0 ) 3 λ2 q ) 2 σ q2 (0, q] (7) holds. Below, we obtain (, λ, σ) as functions of m 0. First, = (0, ) fdη can be written as follows: = (0, q] fdη = λ 2 q 2 + σ q. (8) Since the total amount of money the agents have is equal to M, the following equation must be satisfied: M = (0, q] By (7), (8), (9), and d = a q c, we obtain ηfdη = 2 3 λ3 q σ2 q 2. (9) = MaβA(m 0) ( ) c, (10) λ = 3() 3 (2 βda(m 0 )) M 2 β 3 d 3 (A(m 0 )) 3, (11) σ = 2() 2 ( 3 + 2βdA(m 0 )) Mβ 2 d 2 (A(m 0 )) 2. (12) 3 If V (0) > 0, then an agent with a small amount of money does not choose to be a buyer. Indeed, by (3), lim η 0 V (η) = βv (0) < V (0) when V (0) > 0. 5

7 (IV) Next, we chec the otimality of the secified strategy. (i) The otimality of the strategy of an agent with money holding η > 0: First, we show that there exists a (η) in (1). If η (0, q], then by (6), holds. Thus if ( aq + βv (η s q) = aq 1 βa(m 0 ) ) s + aβa(m 0 ) η 1 βa(m 0 ) s 0 holds, then she clearly chooses the maximum amount she can buy, and otherwise she chooses q b = 0. Note that 1 βa(m 0 ) 0 holds, since βa(m 0 ) < 1. Let (η) =, for η (0, q]. (13) βa(m 0 ) Then, (1) is otimal for η (0, q]. Moreover, (η) clearly holds. Similar arguments aly to the case of η ( q, ). Next, we chec an incentive for an agent with η > 0 to become a buyer instead of becoming a seller and offering (, q ). By (1) and (13), for any > βa(m 0 ), no buyer accets such an offer on the equilibrium, and then the value is the same as that of an offer (, 0), where βa(m 0 ). Therefore, we can restrict our attention to (, q ) such that [ ] 0, and q [0, q]. By (1), the value of becoming a seller and offering (, q ) is βa(m 0 ) [ c + (0, q] ] ( βṽ (η, η ) f(η ) dη m ) 0 βv (η), where Ṽ (η, η ) = { V (η + η ), if η q, V (η + q ), if η > q. (14) On the other hand, when she becomes a buyer, the value is V (η). Thus the difference is [ c + β ( V (η, η ) V (η) ) ] f(η ) dη (1 β)v (η). (15) (0, q] 6

8 Below, we show V (η + η ) V (η) aa(m 0 ) η, for η (0, q]. (16) First, there exits a unique nonnegative integer n such that n q η < (n + 1) q. There are two cases: (a) η + η < (n + 1) q and (b) η + η (n + 1) q. In case (a), by (6) and βa(m 0 ) < 1, V (η + η ) V (η) = aa(m 0) 1 βa(m 0 ) aa(m 0) 1 βa(m 0 ) aa(m 0 ) (βa(m 0 )) n η aa(m 0 ) η. [ { q (βa(m 0 )) n q (1 βa(m 0 )) η + ]} η n q [ { q (βa(m 0 )) n q (1 βa(m 0 )) η n q ]} In case (b), by (6) and βa(m 0 ) < 1, V (η + η ) V (η) = aa(m [ 0) { q (βa(m 0 )) n+1 q (1 βa(m 0 )) η + ]} η (n + 1) q 1 βa(m 0 ) aa(m [ 0) { q (βa(m 0 )) n q (1 βa(m 0 )) η n q ]} 1 βa(m 0 ) [ = aa(m 0 ) (βa(m 0 )) n (1 βa(m 0 )) (n + 1) q + βa(m 0 ) η (1 βa(m 0)) η ] aa(m 0 ) (βa(m 0 )) n η aa(m 0 ) η. The fourth line is obtained by η (n + 1) q η. This comletes the roof of (16). (6), (14), and (16) imly Ṽ (η, η ) V (η) aa(m 0 ) η, for η (0, q]. Then, the first term of (15) is less than or equal to [ ] c + aβa(m 0 ) η f(η ) dη. (0, q] This is equal to zero by the first equality of (7), and thus (15) is non-ositive and she becomes a buyer. 7

9 (ii) The otimality of the strategy of an agent without money: By the construction, an agent without money is indifferent between a buyer and a seller. Thus she has an incentive to be a seller. attention to offers (, q ) such that value of offering (, q ) is [ c + [ 0, (0, q] As in the latter art of (i), we restrict our ] and q [0, q]. By (1) and (6), the βa(m 0 ) ] βṽ (0, η ) f(η ) dη, (17) where Ṽ is defined in (14). If q q, Ṽ (0, η ) = V (η ) for any η (0, q]. Then, (17) is the same for all q q, and therefore the offer (, q) is otimal. If q q, Ṽ (0, η )f(η )dη = V (η )f(η )dη + V ( q)f(η )dη (0, q] = (0, q ] (0, q ] (0, q] V (η )f(η )dη + Ṽ (0, q)f(η )dη, ( q, q] ( q, q] V (η )f(η )dη where the inequality is obtained by (6) and (14). Then, the offer (, q) is otimal. This comletes the roof of (IV). (V) Finally, we chec f(η) 0 for all η (0, q]. Since f is linear, it suffices to show f(0) 0 and f( q) 0. By (10), (11), and (12), and f(0) = σ = 2() 2 ( 3 + 2βdA(m 0 )) Mβ 2 d 2 (A(m 0 )) 2 f( q) = 2λ q + σ = 2() 2 (3 βda(m 0 )) Mβ 2 d 2 (A(m 0 )) 2 hold. A sufficient condition for f(0) 0 and f( q) 0 is clearly 3 2 βda(m 0) 3. By the assumtion d 3, βda(m 0 ) 3 is always satisfied. 3 2 βda(m 0) is equivalent to m 0 It is easily verified that 3(1 β) β(2d 3). (18) 8

10 3 Setting β = 3( 1)+2d, we can show that for any β (β, 1) there exists a continuum of m 0 satisfying (18) and m 0 (0, 1). Indeed, β < 1 follows from the assumtion d > 3 2, and 1 > 3(1 β) β(2d 3) follows from β > β. Note that the stationarity of money holdings distribution clearly holds. This concludes the roof. We show that any equilibrium in Theorem 1 satisfies the commodity-money refinement defined by Wallace and Zhu [6]. Wallace and Zhu assume that agents receive utility εγ(η) by consuming η amount of money, where ε 0 and γ : R + R + is differentiable, bounded, strictly increasing, and concave, and satisfies γ(0) = 0 and γ (0) finite. A stationary equilibrium in the case of fiat money (i.e., ε = 0) satisfies the commodity-money refinement if and only if it is a limit of some sequence of stationary equilibria as ε 0, i.e., a limit of commodity money equilibria. By (6), in any stationary equilibrium described in Theorem 1, the value function is ositively linear with resect to money holding η [0, q]. This imlies that, even in the case of commodity money, if ε is sufficiently small, then agents never consume the money. Therefore, the set of equilibria in the case of small ε > 0 is the same as that in the case of ε = 0. Corollary 1 Any equilibrium in Theorem 1 satisfies the commodity-money refinement. This imlies that there is a continuum of stationary equilibria that satisfies the commoditymoney refinement. We define the welfare as the average of values. Then by (6), (7), (8), and (9), we obtain W = m 0 V (0) + V (η)f(η)dη = c β (). In other words, the smaller m 0 is, the higher the welfare level is, as long as V is an equilibrium value function. Then m 0 = 3(1 β) β(2d 3) yields the highest welfare level among this class of equilibria. This imlies the above indeterminacy result is real; there is a continuum of Pareto-ranable stationary equilibria. (0, q] 9

11 References [1] Edward J. Green and Ruilin Zhou. A rudimentary random-matching model with divisible money and rices. Journal of Economic Theory, 81(2): , [2] Edward J. Green and Ruilin Zhou. Dynamic monetary equilibrium in a random matching economy. Econometrica, 70(3): , [3] Kazuya Kamiya and Taashi Shimizu. Real indeterminacy of stationary equilibria in matching models with divisible money. Journal of Mathematical Economics, 42: , [4] Aihio Matsui and Taashi Shimizu. A theory of money and maretlaces. International Economic Review, 46(1):35 59, [5] Neil Wallace. Introduction to modeling money and studying monetary olicy. Journal of Economic Theory, 81: , [6] Neil Wallace and Tao Zhu. A commodity-money refinement in matching models. Journal of Economic Theory, 117: , [7] Ruilin Zhou. Individual and aggregate real balances in a random-matching model. International Economic Review, 40(4): , [8] Ruilin Zhou. Does commodity money eliminate the indeterminacy of equilibrium. Journal of Economic Theory, 110(1): ,

COMMUNICATION BETWEEN SHAREHOLDERS 1

COMMUNICATION BETWEEN SHAREHOLDERS 1 COMMUNICATION BTWN SHARHOLDRS 1 A B. O A : A D Lemma B.1. U to µ Z r 2 σ2 Z + σ2 X 2r ω 2 an additive constant that does not deend on a or θ, the agents ayoffs can be written as: 2r rθa ω2 + θ µ Y rcov

More information

Theory of Externalities Partial Equilibrium Analysis

Theory of Externalities Partial Equilibrium Analysis Theory of Externalities Partial Equilibrium Analysis Definition: An externality is resent whenever the well being of a consumer or the roduction ossibilities of a firm are directly affected by the actions

More information

Econometrica Supplementary Material

Econometrica Supplementary Material Econometrica Sulementary Material SUPPLEMENT TO WEAKLY BELIEF-FREE EQUILIBRIA IN REPEATED GAMES WITH PRIVATE MONITORING (Econometrica, Vol. 79, No. 3, May 2011, 877 892) BY KANDORI,MICHIHIRO IN THIS SUPPLEMENT,

More information

Economics 101. Lecture 7 - Monopoly and Oligopoly

Economics 101. Lecture 7 - Monopoly and Oligopoly Economics 0 Lecture 7 - Monooly and Oligooly Production Equilibrium After having exlored Walrasian equilibria with roduction in the Robinson Crusoe economy, we will now ste in to a more general setting.

More information

On the Role of Tax-Subsidy Scheme in Money Search Models

On the Role of Tax-Subsidy Scheme in Money Search Models On the Role of Tax-Subsidy Scheme in Money Search Models Kazuya Kamiya and Takashi Shimizu March 2005 Abstract This paper investigates the role of policy in money search models with divisible money. Recently,

More information

ANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 3

ANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 3 John Riley 5 Setember 0 NSWERS T DD NUMERED EXERCISES IN CHPTER 3 SECTIN 3: Equilibrium and Efficiency Exercise 3-: Prices with Quasi-linear references (a) Since references are convex, an allocation is

More information

Optimism, Delay and (In)Efficiency in a Stochastic Model of Bargaining

Optimism, Delay and (In)Efficiency in a Stochastic Model of Bargaining Otimism, Delay and In)Efficiency in a Stochastic Model of Bargaining Juan Ortner Boston University Setember 10, 2012 Abstract I study a bilateral bargaining game in which the size of the surlus follows

More information

Econ 401A: Economic Theory Mid-term. Answers

Econ 401A: Economic Theory Mid-term. Answers . Labor suly Econ 40: Economic Theory Mid-term nswers (a) Let be labor suly. Then x 4 The key ste is setting u the budget constraint. x w w(4 x ) Thus the budget constraint can be rewritten as follows:

More information

Trading OTC and Incentives to Clear Centrally

Trading OTC and Incentives to Clear Centrally Trading OTC and Incentives to Clear Centrally Gaetano Antinolfi Francesca Caraella Francesco Carli March 1, 2013 Abstract Central counterparties CCPs have been art of the modern financial system since

More information

Econ 101A Midterm 2 Th 8 April 2009.

Econ 101A Midterm 2 Th 8 April 2009. Econ A Midterm Th 8 Aril 9. You have aroximately hour and minutes to answer the questions in the midterm. I will collect the exams at. shar. Show your work, and good luck! Problem. Production (38 oints).

More information

Online Appendix for The Timing and Method of Payment in Mergers when Acquirers Are Financially Constrained

Online Appendix for The Timing and Method of Payment in Mergers when Acquirers Are Financially Constrained Online Aendix for The Timing and Method of Payment in Mergers when Acquirers Are Financially Constrained Alexander S. Gorbenko USC Marshall School of Business Andrey Malenko MIT Sloan School of Management

More information

A Social Welfare Optimal Sequential Allocation Procedure

A Social Welfare Optimal Sequential Allocation Procedure A Social Welfare Otimal Sequential Allocation Procedure Thomas Kalinowsi Universität Rostoc, Germany Nina Narodytsa and Toby Walsh NICTA and UNSW, Australia May 2, 201 Abstract We consider a simle sequential

More information

MATH 2710: NOTES FOR ANALYSIS

MATH 2710: NOTES FOR ANALYSIS MATH 270: NOTES FOR ANALYSIS The main ideas we will learn from analysis center around the idea of a limit. Limits occurs in several settings. We will start with finite limits of sequences, then cover infinite

More information

Econometrica Supplementary Material

Econometrica Supplementary Material Econometrica Sulementary Material SUPPLEMENT TO PARTIAL IDENTIFICATION IN TRIANGULAR SYSTEMS OF EQUATIONS WITH BINARY DEPENDENT VARIABLES : APPENDIX Econometrica, Vol. 79, No. 3, May 2011, 949 955) BY

More information

International Trade with a Public Intermediate Good and the Gains from Trade

International Trade with a Public Intermediate Good and the Gains from Trade International Trade with a Public Intermediate Good and the Gains from Trade Nobuhito Suga Graduate School of Economics, Nagoya University Makoto Tawada Graduate School of Economics, Nagoya University

More information

Online Appendix to Accompany AComparisonof Traditional and Open-Access Appointment Scheduling Policies

Online Appendix to Accompany AComparisonof Traditional and Open-Access Appointment Scheduling Policies Online Aendix to Accomany AComarisonof Traditional and Oen-Access Aointment Scheduling Policies Lawrence W. Robinson Johnson Graduate School of Management Cornell University Ithaca, NY 14853-6201 lwr2@cornell.edu

More information

PROFIT MAXIMIZATION. π = p y Σ n i=1 w i x i (2)

PROFIT MAXIMIZATION. π = p y Σ n i=1 w i x i (2) PROFIT MAXIMIZATION DEFINITION OF A NEOCLASSICAL FIRM A neoclassical firm is an organization that controls the transformation of inuts (resources it owns or urchases into oututs or roducts (valued roducts

More information

Money, Barter, and Hyperinflation. Kao, Yi-Cheng Department of Business Administration, Chung Yuan Christian University

Money, Barter, and Hyperinflation. Kao, Yi-Cheng Department of Business Administration, Chung Yuan Christian University Money, Barter, and Hyperinflation Kao, Yi-Cheng Department of Business Administration, Chung Yuan Christian University 1 Outline Motivation The Model Discussion Extension Conclusion 2 Motivation 3 Economist

More information

THE 2D CASE OF THE BOURGAIN-DEMETER-GUTH ARGUMENT

THE 2D CASE OF THE BOURGAIN-DEMETER-GUTH ARGUMENT THE 2D CASE OF THE BOURGAIN-DEMETER-GUTH ARGUMENT ZANE LI Let e(z) := e 2πiz and for g : [0, ] C and J [0, ], define the extension oerator E J g(x) := g(t)e(tx + t 2 x 2 ) dt. J For a ositive weight ν

More information

GSOE9210 Engineering Decisions

GSOE9210 Engineering Decisions GSOE9 Engineering Decisions Problem Set 5. Consider the river roblem described in lectures: f f V B A B + (a) For =, what is the sloe of the Bayes indifference line through A? (b) Draw the Bayes indifference

More information

Elementary Analysis in Q p

Elementary Analysis in Q p Elementary Analysis in Q Hannah Hutter, May Szedlák, Phili Wirth November 17, 2011 This reort follows very closely the book of Svetlana Katok 1. 1 Sequences and Series In this section we will see some

More information

arxiv:cond-mat/ v2 25 Sep 2002

arxiv:cond-mat/ v2 25 Sep 2002 Energy fluctuations at the multicritical oint in two-dimensional sin glasses arxiv:cond-mat/0207694 v2 25 Se 2002 1. Introduction Hidetoshi Nishimori, Cyril Falvo and Yukiyasu Ozeki Deartment of Physics,

More information

Chapter 5 Notes. These notes correspond to chapter 5 of Mas-Colell, Whinston, and Green.

Chapter 5 Notes. These notes correspond to chapter 5 of Mas-Colell, Whinston, and Green. Chater 5 Notes These notes corresond to chater 5 of Mas-Colell, Whinston, and Green. 1 Production We now turn from consumer behavior to roducer behavior. For the most art we will examine roducer behavior

More information

Monopolist s mark-up and the elasticity of substitution

Monopolist s mark-up and the elasticity of substitution Croatian Oerational Research Review 377 CRORR 8(7), 377 39 Monoolist s mark-u and the elasticity of substitution Ilko Vrankić, Mira Kran, and Tomislav Herceg Deartment of Economic Theory, Faculty of Economics

More information

The Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001

The Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001 The Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001 The Hasse-Minkowski Theorem rovides a characterization of the rational quadratic forms. What follows is a roof of the Hasse-Minkowski

More information

1. Money in the utility function (start)

1. Money in the utility function (start) Monetary Economics: Macro Aspects, 1/3 2012 Henrik Jensen Department of Economics University of Copenhagen 1. Money in the utility function (start) a. The basic money-in-the-utility function model b. Optimal

More information

HENSEL S LEMMA KEITH CONRAD

HENSEL S LEMMA KEITH CONRAD HENSEL S LEMMA KEITH CONRAD 1. Introduction In the -adic integers, congruences are aroximations: for a and b in Z, a b mod n is the same as a b 1/ n. Turning information modulo one ower of into similar

More information

1. INTRODUCTION. Fn 2 = F j F j+1 (1.1)

1. INTRODUCTION. Fn 2 = F j F j+1 (1.1) CERTAIN CLASSES OF FINITE SUMS THAT INVOLVE GENERALIZED FIBONACCI AND LUCAS NUMBERS The beautiful identity R.S. Melham Deartment of Mathematical Sciences, University of Technology, Sydney PO Box 23, Broadway,

More information

Recovering preferences in the household production framework: The case of averting behavior

Recovering preferences in the household production framework: The case of averting behavior Udo Ebert Recovering references in the household roduction framework: The case of averting behavior February 2002 * Address: Deartment of Economics, University of Oldenburg, D-26 Oldenburg, ermany Tel.:

More information

A MONOTONICITY RESULT FOR A G/GI/c QUEUE WITH BALKING OR RENEGING

A MONOTONICITY RESULT FOR A G/GI/c QUEUE WITH BALKING OR RENEGING J. Al. Prob. 43, 1201 1205 (2006) Printed in Israel Alied Probability Trust 2006 A MONOTONICITY RESULT FOR A G/GI/c QUEUE WITH BALKING OR RENEGING SERHAN ZIYA, University of North Carolina HAYRIYE AYHAN

More information

4. CONTINUOUS VARIABLES AND ECONOMIC APPLICATIONS

4. CONTINUOUS VARIABLES AND ECONOMIC APPLICATIONS STATIC GAMES 4. CONTINUOUS VARIABLES AND ECONOMIC APPLICATIONS Universidad Carlos III de Madrid CONTINUOUS VARIABLES In many games, ure strategies that layers can choose are not only, 3 or any other finite

More information

A search cost model of obfuscation

A search cost model of obfuscation RAND Journal of Economics Vol. 43, No. 3, Fall 2012. 417 441 A search cost model of obfuscation Glenn Ellison and Alexander Wolitzky This article develos models in which obfuscation is individually rational

More information

ON THE LEAST SIGNIFICANT p ADIC DIGITS OF CERTAIN LUCAS NUMBERS

ON THE LEAST SIGNIFICANT p ADIC DIGITS OF CERTAIN LUCAS NUMBERS #A13 INTEGERS 14 (014) ON THE LEAST SIGNIFICANT ADIC DIGITS OF CERTAIN LUCAS NUMBERS Tamás Lengyel Deartment of Mathematics, Occidental College, Los Angeles, California lengyel@oxy.edu Received: 6/13/13,

More information

Combinatorics of topmost discs of multi-peg Tower of Hanoi problem

Combinatorics of topmost discs of multi-peg Tower of Hanoi problem Combinatorics of tomost discs of multi-eg Tower of Hanoi roblem Sandi Klavžar Deartment of Mathematics, PEF, Unversity of Maribor Koroška cesta 160, 000 Maribor, Slovenia Uroš Milutinović Deartment of

More information

ON A PREDATOR-PREY SYSTEM OF HOLLING TYPE

ON A PREDATOR-PREY SYSTEM OF HOLLING TYPE PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 125, Number 7, July 1997, Pages 2041 2050 S 0002-993997)03901-4 ON A PREDATOR-PREY SYSTEM OF HOLLING TYPE JITSURO SUGIE, RIE KOHNO, AND RINKO MIYAZAKI

More information

The inverse Goldbach problem

The inverse Goldbach problem 1 The inverse Goldbach roblem by Christian Elsholtz Submission Setember 7, 2000 (this version includes galley corrections). Aeared in Mathematika 2001. Abstract We imrove the uer and lower bounds of the

More information

GENERALIZED NORMS INEQUALITIES FOR ABSOLUTE VALUE OPERATORS

GENERALIZED NORMS INEQUALITIES FOR ABSOLUTE VALUE OPERATORS International Journal of Analysis Alications ISSN 9-8639 Volume 5, Number (04), -9 htt://www.etamaths.com GENERALIZED NORMS INEQUALITIES FOR ABSOLUTE VALUE OPERATORS ILYAS ALI, HU YANG, ABDUL SHAKOOR Abstract.

More information

Heterogeneity and Lotteries in Monetary Search Models

Heterogeneity and Lotteries in Monetary Search Models SÉBASTIEN LOTZ ANDREI SHEVCHENKO CHRISTOPHER WALLER Heterogeneity and Lotteries in Monetary Search Models We introduce ex ante heterogeneity into the Berentsen, Molico, and Wright monetary search model

More information

Limiting Price Discrimination when Selling Products with Positive Network Externalities

Limiting Price Discrimination when Selling Products with Positive Network Externalities Limiting Price Discrimination when Selling Products with Positive Network Externalities Luděk Cigler, Wolfgang Dvořák, Monika Henzinger, Martin Starnberger University of Vienna, Faculty of Comuter Science,

More information

Approximate Market Equilibrium for Near Gross Substitutes

Approximate Market Equilibrium for Near Gross Substitutes Aroximate Market Equilibrium for Near Gross Substitutes Chinmay Karande College of Comuting, Georgia Tech ckarande@cc.gatech.edu Nikhil Devanur College of Comuting, Georgia Tech nikhil@cc.gatech.edu Abstract

More information

Chapter 7 Rational and Irrational Numbers

Chapter 7 Rational and Irrational Numbers Chater 7 Rational and Irrational Numbers In this chater we first review the real line model for numbers, as discussed in Chater 2 of seventh grade, by recalling how the integers and then the rational numbers

More information

DEPARTMENT OF ECONOMICS ISSN DISCUSSION PAPER 20/07 TWO NEW EXPONENTIAL FAMILIES OF LORENZ CURVES

DEPARTMENT OF ECONOMICS ISSN DISCUSSION PAPER 20/07 TWO NEW EXPONENTIAL FAMILIES OF LORENZ CURVES DEPARTMENT OF ECONOMICS ISSN 1441-549 DISCUSSION PAPER /7 TWO NEW EXPONENTIAL FAMILIES OF LORENZ CURVES ZuXiang Wang * & Russell Smyth ABSTRACT We resent two new Lorenz curve families by using the basic

More information

Pure exchange competitive equilibrium under uncertainty

Pure exchange competitive equilibrium under uncertainty J Ambient Intell Human Comut 7) 8:759 768 DOI.7/s65-7-5-x ORIGINAL RESEARCH Pure exchange cometitive equilibrium under uncertainty Qiqiong Chen Yuanguo Zhu Received: 7 February 7 / Acceted: 4 Aril 7 /

More information

Elements of Asymptotic Theory. James L. Powell Department of Economics University of California, Berkeley

Elements of Asymptotic Theory. James L. Powell Department of Economics University of California, Berkeley Elements of Asymtotic Theory James L. Powell Deartment of Economics University of California, Berkeley Objectives of Asymtotic Theory While exact results are available for, say, the distribution of the

More information

A sharp generalization on cone b-metric space over Banach algebra

A sharp generalization on cone b-metric space over Banach algebra Available online at www.isr-ublications.com/jnsa J. Nonlinear Sci. Al., 10 2017), 429 435 Research Article Journal Homeage: www.tjnsa.com - www.isr-ublications.com/jnsa A shar generalization on cone b-metric

More information

Analysis of some entrance probabilities for killed birth-death processes

Analysis of some entrance probabilities for killed birth-death processes Analysis of some entrance robabilities for killed birth-death rocesses Master s Thesis O.J.G. van der Velde Suervisor: Dr. F.M. Sieksma July 5, 207 Mathematical Institute, Leiden University Contents Introduction

More information

Characteristics of Fibonacci-type Sequences

Characteristics of Fibonacci-type Sequences Characteristics of Fibonacci-tye Sequences Yarden Blausa May 018 Abstract This aer resents an exloration of the Fibonacci sequence, as well as multi-nacci sequences and the Lucas sequence. We comare and

More information

, αβ, > 0 is strictly quasi-concave on

, αβ, > 0 is strictly quasi-concave on John Riley 8 Setember 9 Econ Diagnostic Test Time allowed: 9 minutes. Attemt all three questions. Note that the last two arts of questions and 3 are marked with an asterisk (). These do not carry many

More information

Towards understanding the Lorenz curve using the Uniform distribution. Chris J. Stephens. Newcastle City Council, Newcastle upon Tyne, UK

Towards understanding the Lorenz curve using the Uniform distribution. Chris J. Stephens. Newcastle City Council, Newcastle upon Tyne, UK Towards understanding the Lorenz curve using the Uniform distribution Chris J. Stehens Newcastle City Council, Newcastle uon Tyne, UK (For the Gini-Lorenz Conference, University of Siena, Italy, May 2005)

More information

arxiv: v2 [math.ac] 5 Jan 2018

arxiv: v2 [math.ac] 5 Jan 2018 Random Monomial Ideals Jesús A. De Loera, Sonja Petrović, Lily Silverstein, Desina Stasi, Dane Wilburne arxiv:70.070v [math.ac] Jan 8 Abstract: Insired by the study of random grahs and simlicial comlexes,

More information

GRACEFUL NUMBERS. KIRAN R. BHUTANI and ALEXANDER B. LEVIN. Received 14 May 2001

GRACEFUL NUMBERS. KIRAN R. BHUTANI and ALEXANDER B. LEVIN. Received 14 May 2001 IJMMS 29:8 2002 495 499 PII S06720200765 htt://immshindawicom Hindawi Publishing Cor GRACEFUL NUMBERS KIRAN R BHUTANI and ALEXANDER B LEVIN Received 4 May 200 We construct a labeled grah Dn that reflects

More information

Prospect Theory Explains Newsvendor Behavior: The Role of Reference Points

Prospect Theory Explains Newsvendor Behavior: The Role of Reference Points Submitted to Management Science manuscrit (Please, rovide the mansucrit number! Authors are encouraged to submit new aers to INFORMS journals by means of a style file temlate, which includes the journal

More information

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): 10.

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): 10. Booker, A. R., & Pomerance, C. (07). Squarefree smooth numbers and Euclidean rime generators. Proceedings of the American Mathematical Society, 45(), 5035-504. htts://doi.org/0.090/roc/3576 Peer reviewed

More information

"0". Doing the stuff on SVARs from the February 28 slides

0. Doing the stuff on SVARs from the February 28 slides Monetary Policy, 7/3 2018 Henrik Jensen Department of Economics University of Copenhagen "0". Doing the stuff on SVARs from the February 28 slides 1. Money in the utility function (start) a. The basic

More information

Priority pricing by a durable goods monopolist

Priority pricing by a durable goods monopolist Priority ricing by a durable goods monoolist João Correia-da-Silva February 15 th, 17. Abstract. A durable goods monoolist faces buyers with rivately observed valuations in two eriods, being unable to

More information

ANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM

ANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM ANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM JOHN BINDER Abstract. In this aer, we rove Dirichlet s theorem that, given any air h, k with h, k) =, there are infinitely many rime numbers congruent to

More information

Symmetric and Asymmetric Equilibria in a Spatial Duopoly

Symmetric and Asymmetric Equilibria in a Spatial Duopoly This version: February 003 Symmetric and Asymmetric Equilibria in a Satial Duooly Marcella Scrimitore Deartment of Economics, University of Lecce, Italy Jel Classification: L3, R39 Abstract We develo a

More information

KIER DISCUSSION PAPER SERIES

KIER DISCUSSION PAPER SERIES KIER DISCUSSION PAPER SERIES KYOTO INSTITUTE OF ECONOMIC RESEARCH Discussion Paper No.992 Intertemporal efficiency does not imply a common price forecast: a leading example Shurojit Chatterji, Atsushi

More information

Solution sheet ξi ξ < ξ i+1 0 otherwise ξ ξ i N i,p 1 (ξ) + where 0 0

Solution sheet ξi ξ < ξ i+1 0 otherwise ξ ξ i N i,p 1 (ξ) + where 0 0 Advanced Finite Elements MA5337 - WS7/8 Solution sheet This exercise sheets deals with B-slines and NURBS, which are the basis of isogeometric analysis as they will later relace the olynomial ansatz-functions

More information

5.1 THE ROBINSON CRUSOE ECONOMY

5.1 THE ROBINSON CRUSOE ECONOMY Essential Microeconomics -- 5 THE ROBINSON CRUSOE ECONOMY Ke ideas: Walrasian equilibrium allocation, otimal allocation, invisible hand at work A simle econom with roduction Two commodities, H consumers,

More information

Various Proofs for the Decrease Monotonicity of the Schatten s Power Norm, Various Families of R n Norms and Some Open Problems

Various Proofs for the Decrease Monotonicity of the Schatten s Power Norm, Various Families of R n Norms and Some Open Problems Int. J. Oen Problems Comt. Math., Vol. 3, No. 2, June 2010 ISSN 1998-6262; Coyright c ICSRS Publication, 2010 www.i-csrs.org Various Proofs for the Decrease Monotonicity of the Schatten s Power Norm, Various

More information

Intrinsic Approximation on Cantor-like Sets, a Problem of Mahler

Intrinsic Approximation on Cantor-like Sets, a Problem of Mahler Intrinsic Aroximation on Cantor-like Sets, a Problem of Mahler Ryan Broderick, Lior Fishman, Asaf Reich and Barak Weiss July 200 Abstract In 984, Kurt Mahler osed the following fundamental question: How

More information

On Wald-Type Optimal Stopping for Brownian Motion

On Wald-Type Optimal Stopping for Brownian Motion J Al Probab Vol 34, No 1, 1997, (66-73) Prerint Ser No 1, 1994, Math Inst Aarhus On Wald-Tye Otimal Stoing for Brownian Motion S RAVRSN and PSKIR The solution is resented to all otimal stoing roblems of

More information

Research Article An iterative Algorithm for Hemicontractive Mappings in Banach Spaces

Research Article An iterative Algorithm for Hemicontractive Mappings in Banach Spaces Abstract and Alied Analysis Volume 2012, Article ID 264103, 11 ages doi:10.1155/2012/264103 Research Article An iterative Algorithm for Hemicontractive Maings in Banach Saces Youli Yu, 1 Zhitao Wu, 2 and

More information

Statics and dynamics: some elementary concepts

Statics and dynamics: some elementary concepts 1 Statics and dynamics: some elementary concets Dynamics is the study of the movement through time of variables such as heartbeat, temerature, secies oulation, voltage, roduction, emloyment, rices and

More information

TAIL OF A MOEBIUS SUM WITH COPRIMALITY CONDITIONS

TAIL OF A MOEBIUS SUM WITH COPRIMALITY CONDITIONS #A4 INTEGERS 8 (208) TAIL OF A MOEBIUS SUM WITH COPRIMALITY CONDITIONS Akhilesh P. IV Cross Road, CIT Camus,Taramani, Chennai, Tamil Nadu, India akhilesh.clt@gmail.com O. Ramaré 2 CNRS / Institut de Mathématiques

More information

Linear mod one transformations and the distribution of fractional parts {ξ(p/q) n }

Linear mod one transformations and the distribution of fractional parts {ξ(p/q) n } ACTA ARITHMETICA 114.4 (2004) Linear mod one transformations and the distribution of fractional arts {ξ(/q) n } by Yann Bugeaud (Strasbourg) 1. Introduction. It is well known (see e.g. [7, Chater 1, Corollary

More information

2x2x2 Heckscher-Ohlin-Samuelson (H-O-S) model with factor substitution

2x2x2 Heckscher-Ohlin-Samuelson (H-O-S) model with factor substitution 2x2x2 Heckscher-Ohlin-amuelson (H-O- model with factor substitution The HAT ALGEBRA of the Heckscher-Ohlin model with factor substitution o far we were dealing with the easiest ossible version of the H-O-

More information

Online Appendix to A search model of costly product returns by Vaiva Petrikaitė

Online Appendix to A search model of costly product returns by Vaiva Petrikaitė Online Appendix to A search model of costly product returns by Vaiva Petrikaitė 27 May A Early returns Suppose that a consumer must return one product before buying another one. This may happen due to

More information

Handout #3: Peak Load Pricing

Handout #3: Peak Load Pricing andout #3: Peak Load Pricing Consider a firm that exeriences two kinds of costs a caacity cost and a marginal cost ow should caacity be riced? This issue is alicable to a wide variety of industries, including

More information

Infinite Number of Twin Primes

Infinite Number of Twin Primes dvances in Pure Mathematics, 06, 6, 95-97 htt://wwwscirorg/journal/am ISSN Online: 60-08 ISSN Print: 60-068 Infinite Number of Twin Primes S N Baibeov, Durmagambetov LN Gumilyov Eurasian National University,

More information

p-adic Measures and Bernoulli Numbers

p-adic Measures and Bernoulli Numbers -Adic Measures and Bernoulli Numbers Adam Bowers Introduction The constants B k in the Taylor series exansion t e t = t k B k k! k=0 are known as the Bernoulli numbers. The first few are,, 6, 0, 30, 0,

More information

x 2 a mod m. has a solution. Theorem 13.2 (Euler s Criterion). Let p be an odd prime. The congruence x 2 1 mod p,

x 2 a mod m. has a solution. Theorem 13.2 (Euler s Criterion). Let p be an odd prime. The congruence x 2 1 mod p, 13. Quadratic Residues We now turn to the question of when a quadratic equation has a solution modulo m. The general quadratic equation looks like ax + bx + c 0 mod m. Assuming that m is odd or that b

More information

A Unified Framework for Monetary Theory and Policy Analysis

A Unified Framework for Monetary Theory and Policy Analysis A Unified Framework for Monetary Theory and Policy Analysis Ricardo Lagos NYU Randall Wright Penn 1 Introduction 2 We develop a framework that unifies micro and macro models of monetary exchange Why? Existing

More information

Representing Integers as the Sum of Two Squares in the Ring Z n

Representing Integers as the Sum of Two Squares in the Ring Z n 1 2 3 47 6 23 11 Journal of Integer Sequences, Vol. 17 (2014), Article 14.7.4 Reresenting Integers as the Sum of Two Squares in the Ring Z n Joshua Harrington, Lenny Jones, and Alicia Lamarche Deartment

More information

16.2. Infinite Series. Introduction. Prerequisites. Learning Outcomes

16.2. Infinite Series. Introduction. Prerequisites. Learning Outcomes Infinite Series 6. Introduction We extend the concet of a finite series, met in section, to the situation in which the number of terms increase without bound. We define what is meant by an infinite series

More information

MATHEMATICAL MODELLING OF THE WIRELESS COMMUNICATION NETWORK

MATHEMATICAL MODELLING OF THE WIRELESS COMMUNICATION NETWORK Comuter Modelling and ew Technologies, 5, Vol.9, o., 3-39 Transort and Telecommunication Institute, Lomonosov, LV-9, Riga, Latvia MATHEMATICAL MODELLIG OF THE WIRELESS COMMUICATIO ETWORK M. KOPEETSK Deartment

More information

Diophantine Equations and Congruences

Diophantine Equations and Congruences International Journal of Algebra, Vol. 1, 2007, no. 6, 293-302 Diohantine Equations and Congruences R. A. Mollin Deartment of Mathematics and Statistics University of Calgary, Calgary, Alberta, Canada,

More information

When do Fibonacci invertible classes modulo M form a subgroup?

When do Fibonacci invertible classes modulo M form a subgroup? Calhoun: The NPS Institutional Archive DSace Reository Faculty and Researchers Faculty and Researchers Collection 2013 When do Fibonacci invertible classes modulo M form a subgrou? Luca, Florian Annales

More information

Quadratic Reciprocity

Quadratic Reciprocity Quadratic Recirocity 5-7-011 Quadratic recirocity relates solutions to x = (mod to solutions to x = (mod, where and are distinct odd rimes. The euations are oth solvale or oth unsolvale if either or has

More information

k- price auctions and Combination-auctions

k- price auctions and Combination-auctions k- rice auctions and Combination-auctions Martin Mihelich Yan Shu Walnut Algorithms March 6, 219 arxiv:181.3494v3 [q-fin.mf] 5 Mar 219 Abstract We rovide for the first time an exact analytical solution

More information

Uniform Law on the Unit Sphere of a Banach Space

Uniform Law on the Unit Sphere of a Banach Space Uniform Law on the Unit Shere of a Banach Sace by Bernard Beauzamy Société de Calcul Mathématique SA Faubourg Saint Honoré 75008 Paris France Setember 008 Abstract We investigate the construction of a

More information

Lecture 19 Search Theoretic Models of Money. Noah Williams

Lecture 19 Search Theoretic Models of Money. Noah Williams Lecture 19 Search Theoretic Models of Money Noah Williams University of Wisconsin - Madison Economics 712 Williams Economics 712 Essential Models of Money Hahn (1965): money is essential. if it allows

More information

THE ERDÖS - MORDELL THEOREM IN THE EXTERIOR DOMAIN

THE ERDÖS - MORDELL THEOREM IN THE EXTERIOR DOMAIN INTERNATIONAL JOURNAL OF GEOMETRY Vol. 5 (2016), No. 1, 31-38 THE ERDÖS - MORDELL THEOREM IN THE EXTERIOR DOMAIN PETER WALKER Abstract. We show that in the Erd½os-Mordell theorem, the art of the region

More information

Kiyotaki and Wright (1993)

Kiyotaki and Wright (1993) Review May 2017 Kiyotaki and Wright (1993) Π = prob. that a random commodity trader accepts fiat money. π = best response of a representative agent. In steady state, Bellman equations are rv g = β(1 M)x

More information

Voting with Behavioral Heterogeneity

Voting with Behavioral Heterogeneity Voting with Behavioral Heterogeneity Youzong Xu Setember 22, 2016 Abstract This aer studies collective decisions made by behaviorally heterogeneous voters with asymmetric information. Here behavioral heterogeneity

More information

Sums of independent random variables

Sums of independent random variables 3 Sums of indeendent random variables This lecture collects a number of estimates for sums of indeendent random variables with values in a Banach sace E. We concentrate on sums of the form N γ nx n, where

More information

Math 4400/6400 Homework #8 solutions. 1. Let P be an odd integer (not necessarily prime). Show that modulo 2,

Math 4400/6400 Homework #8 solutions. 1. Let P be an odd integer (not necessarily prime). Show that modulo 2, MATH 4400 roblems. Math 4400/6400 Homework # solutions 1. Let P be an odd integer not necessarily rime. Show that modulo, { P 1 0 if P 1, 7 mod, 1 if P 3, mod. Proof. Suose that P 1 mod. Then we can write

More information

Some Notes on Adverse Selection

Some Notes on Adverse Selection Some Notes on Adverse Selection John Morgan Haas School of Business and Department of Economics University of California, Berkeley Overview This set of lecture notes covers a general model of adverse selection

More information

A note on the preferred hedge instrument

A note on the preferred hedge instrument ingnan University Digital Commons @ ingnan University ong ong Institute o Business tudies Working aer eries ong ong Institute o Business tudies 香港商學研究所 6-5 A note on the reerred hedge instrument Arthur

More information

On the capacity of the general trapdoor channel with feedback

On the capacity of the general trapdoor channel with feedback On the caacity of the general tradoor channel with feedback Jui Wu and Achilleas Anastasooulos Electrical Engineering and Comuter Science Deartment University of Michigan Ann Arbor, MI, 48109-1 email:

More information

REFINED DIMENSIONS OF CUSP FORMS, AND EQUIDISTRIBUTION AND BIAS OF SIGNS

REFINED DIMENSIONS OF CUSP FORMS, AND EQUIDISTRIBUTION AND BIAS OF SIGNS REFINED DIMENSIONS OF CUSP FORMS, AND EQUIDISTRIBUTION AND BIAS OF SIGNS KIMBALL MARTIN Abstract. We refine nown dimension formulas for saces of cus forms of squarefree level, determining the dimension

More information

On the Chvatál-Complexity of Knapsack Problems

On the Chvatál-Complexity of Knapsack Problems R u t c o r Research R e o r t On the Chvatál-Comlexity of Knasack Problems Gergely Kovács a Béla Vizvári b RRR 5-08, October 008 RUTCOR Rutgers Center for Oerations Research Rutgers University 640 Bartholomew

More information

#A37 INTEGERS 15 (2015) NOTE ON A RESULT OF CHUNG ON WEIL TYPE SUMS

#A37 INTEGERS 15 (2015) NOTE ON A RESULT OF CHUNG ON WEIL TYPE SUMS #A37 INTEGERS 15 (2015) NOTE ON A RESULT OF CHUNG ON WEIL TYPE SUMS Norbert Hegyvári ELTE TTK, Eötvös University, Institute of Mathematics, Budaest, Hungary hegyvari@elte.hu François Hennecart Université

More information

MATH 361: NUMBER THEORY EIGHTH LECTURE

MATH 361: NUMBER THEORY EIGHTH LECTURE MATH 361: NUMBER THEORY EIGHTH LECTURE 1. Quadratic Recirocity: Introduction Quadratic recirocity is the first result of modern number theory. Lagrange conjectured it in the late 1700 s, but it was first

More information

Multi-Operation Multi-Machine Scheduling

Multi-Operation Multi-Machine Scheduling Multi-Oeration Multi-Machine Scheduling Weizhen Mao he College of William and Mary, Williamsburg VA 3185, USA Abstract. In the multi-oeration scheduling that arises in industrial engineering, each job

More information

A CONCRETE EXAMPLE OF PRIME BEHAVIOR IN QUADRATIC FIELDS. 1. Abstract

A CONCRETE EXAMPLE OF PRIME BEHAVIOR IN QUADRATIC FIELDS. 1. Abstract A CONCRETE EXAMPLE OF PRIME BEHAVIOR IN QUADRATIC FIELDS CASEY BRUCK 1. Abstract The goal of this aer is to rovide a concise way for undergraduate mathematics students to learn about how rime numbers behave

More information

SIMULATED ANNEALING AND JOINT MANUFACTURING BATCH-SIZING. Ruhul SARKER. Xin YAO

SIMULATED ANNEALING AND JOINT MANUFACTURING BATCH-SIZING. Ruhul SARKER. Xin YAO Yugoslav Journal of Oerations Research 13 (003), Number, 45-59 SIMULATED ANNEALING AND JOINT MANUFACTURING BATCH-SIZING Ruhul SARKER School of Comuter Science, The University of New South Wales, ADFA,

More information

Positivity, local smoothing and Harnack inequalities for very fast diffusion equations

Positivity, local smoothing and Harnack inequalities for very fast diffusion equations Positivity, local smoothing and Harnack inequalities for very fast diffusion equations Dedicated to Luis Caffarelli for his ucoming 60 th birthday Matteo Bonforte a, b and Juan Luis Vázquez a, c Abstract

More information

SIGNALING IN CONTESTS. Tomer Ifergane and Aner Sela. Discussion Paper No November 2017

SIGNALING IN CONTESTS. Tomer Ifergane and Aner Sela. Discussion Paper No November 2017 SIGNALING IN CONTESTS Tomer Ifergane and Aner Sela Discussion Paer No. 17-08 November 017 Monaster Center for Economic Research Ben-Gurion University of the Negev P.O. Box 653 Beer Sheva, Israel Fax: 97-8-647941

More information