February 11, JEL Classification: C72, D43, D44 Keywords: Discontinuous games, Bertrand game, Toehold, First- and Second- Price Auctions

Size: px
Start display at page:

Download "February 11, JEL Classification: C72, D43, D44 Keywords: Discontinuous games, Bertrand game, Toehold, First- and Second- Price Auctions"

Transcription

1 Eistence of Mied Strateg Equilibria in a Class of Discontinuous Games with Unbounded Strateg Sets. Gian Luigi Albano and Aleander Matros Department of Economics and ELSE Universit College London Februar 11, 2001 Abstract. We prove the eistence of mied strateg equilibria for a class of discontinuous two-plaer games with non-compact strateg sets. We appl this result to obtain continuum of new mied strateg equilibria in Bertrand game with two firms. Moreover, we construct continuum of mied strateg equilibria in the first- and second-price auctions with toeholds. JEL Classification: C72, D43, D44 Kewords: Discontinuous games, Bertrand game, Toehold, First- and Second- Price Auctions

2 Eistence of Mied Strateg Equilibria in a Class of Discontinuous Games with Unbounded Strateg Sets.1 1. Introduction The aim of this paper is to show the eistence of Nash equilibria in mied strategies for a class of two-plaer discontinuous games with complete information in which the strateg sets are non-compact. The problem of the eistence of equilibria in discontinuous games has been alread addressed b Dasgupta and Maskin (1986a, 1986b), Maskin (1986), Simon (1987), Simon and Zame (1990), and, more recentl b Ren (1999). Unlike the eisting papers, we construct Nash equilibria in mied strategies whenever the plaers strateg set coincides with the set of real numbers. We provide a class of games which fit into our theoretical framework: Auctions with toeholds. Two bidders compete for an object. Each of them owns a (strictl positive) share of the object. Their valuations and their shares are common knowledge. Both bidders submit simultaneousl sealed bids, the higher bidder gets the object and bus her competitor s share at the selling price. The relevant feature of this game is that each bidder is a buer and a seller at the same time. Discontinuit comes from a tie breaking rule. If ties are broken through an random device such that a bidder gets the object with probabilit strictl less than one, plaers best responses are not well defined. We suggest a wa out of the resulting discontinuit b opening the plaers strateg space. We let plaers submit an real number. However, the eistence of mied strateg Nash equilibria is not guaranteed b an fied point theorem since the strateg set is not compact. We show that a continuum of mied strateg equilibria do eist in our model. An interesting co-product of our analsis is that we construct a new class of mied strateg equilibria in the classical Bertrand game. This class of equilibria differ from the one proposed b Klemperer (2000). Moreover, the epected profit ofbothfirms is strictl positive in all our mied strateg equilibria. The rest of the paper is organized as follows. The net section describes our assumptions and states the main eistence results. We provide some eamples in Section3. Section 4 concludes. 2. The Model We consider two classes of games and prove eistence of mied equilibria in each of them. Let Γ A ({i, j}, R R, (u i,u j )) be a two-plaer game. Assume that if plaer i chooses strateg R and plaer j plas strateg R, thenpaoff functions u k : R R R, k i, j, are (v i (),w j ()), if > (u i (, ),u j (, )) A (w i (),v j ()), if <, (αv i ()+[1 α] w i (), [1 α] w j ()+αv j ()) if

3 Eistence of Mied Strateg Equilibria in a Class of Discontinuous Games with Unbounded Strateg Sets.2 where α [0, 1]. Here α is a tie breaking rule. The model allows an tie breaking rule. We make the following assumptions about functions v k (t) andw k (t), k i, j. A1. w k (t) is differentiable, k i, j. A2. w 0 k (t) 0, k i, j. This assumption shows that if a plaer chooses a number (strateg) less than the opponent s number (strateg) then she would prefer to pick up a number as closed as possible to the opponent s strateg. This folds, for eample, in the auctions with toeholds, when each plaer is a buer and a seller at the same time. A3. There eists t R, suchthatw k (t) v k (t) > 0, for all t t and k i, j. The eplanation for this assumption is as follows. If one plaer chooses a ver high number (a price in the Bertrand model or a bid in the auction with toeholds), then the other plaer will prefer to choose a smaller number. A4. Z + t wk 0 (t) dt w k (t) v k (t) +, fork i, j. Assumptions A1-A4 guarantee our main result. Theorem 1. Suppose that assumptions A1-A4 hold. Then there eists continuum of equilibria in mied strategies in game Γ A.Moreover,foran t, thefollowing probabilit distribution constitutes a mied equilibrium: ( 0, if t<t F j (t) h 1 ep R i t w 0 i (s)ds w i (s) v i if t, (1) (s) where i 6 j. Proof. Notice first that distribution function F j (t) is a positive, strictl increasing function which satisfies F j ( )0andF j (+ ) 1, because of assumption A4. We show now that the distribution functions from (1) constitute a mied strateg equilibrium. Suppose that plaer j, i 6 j, uses the c.d.f. F j (t) above, then there are two cases. Case 1. If plaer i chooses a strateg [, + ), then i s epected paoff is: E [u i (, F j ())] Z v i (s) f j (s) ds + Z + w i () f j (s) ds, (2)

4 Eistence of Mied Strateg Equilibria in a Class of Discontinuous Games with Unbounded Strateg Sets.3 where the first integral in the right-hand side is plaer i s epected paoff if her strateg is greater than the opponent s strateg, and the second integral is plaer i s epected paoff if her strateg is smaller than the opponent s strateg. From the probabilit distribution function F j (t), from (1), it is immediate to get the densit function f j (t): ( 0, if t<t f j (t) h wi 0(t) ep w i (t) v i R i t w 0 (t) i (s)ds w i (s) v i, if t. (s) The epected i s paoff (2) can be rewritten as Z wi 0 () E [u i (, F j ())] v i () t w i () v i () ep Z + wi 0 () +w i () w i () v i () ep Using assumption A4, we get Z + E [u i (, F j ())] w i () ep wi 0 () [v i () w i ()+w i ()] w i () v i () ep Plaer i s epected paoff becomes: or Z E [u i (, F j ())] w i () ep Z wi 0 ()ep d+ E [u i (, F j ())] w i () ep Z Z Z Z Z d+ d. tz + Z d. wi 0 () w i () w i () v i () ep wi 0 Z (z) dz w i ()ep Z wi 0 (z) dz +

5 Eistence of Mied Strateg Equilibria in a Class of Discontinuous Games with Unbounded Strateg Sets.4 +w i ( ) Z Z + w i () and we finall obtain w 0 Z i () dz w i () w i () v i () ep w 0 i () w i () v i () ep Z d, w 0 i (z) dz E [u i (, F j ())] w i ( )foran [, + ). d+ Case 2. If plaer i chooses a strateg (, ), then i s epected paoff is: E [u i (, F j ())] w i (), (3) because <in this case. From assumption A2, it follows that w i () w i ( ) for an (, ). Hence, an [, + ) is a best repl to the probabilit distribution function F j (t), from (1). The same argument is valid for plaer j. Hence the distribution functions from (1) characterizes a mied equilibrium. End of proof. We turn to the second possibilit now. Consider the game Γ B ({i, j}, R R, (u i,u j )). Assume that if plaer i chooses strateg R and plaer j plas strateg R, then paoff functions u k : R R R, k i, j, are (u i (, ),u j (, )) B (v i (),w j ()), if > (w i (),v j ()), if < (αv i ()+[1 α] w i (), [1 α] w j ()+αv j ()) if where α (0, 1). We make the following assumptions B1. v k (t) is differentiable, k i, j. B2. vk 0 (t) 0, k i, j. This assumption describes propert of the first price auction: given that ou win, ou would like to announce our bid as small as possible. B3. There eists t R, such that v k (t) w k (t) > 0, for all t t and k i, j. This assumption describes the fact that if our opponent chooses a number (strateg) lower than some level, then it is alwas better to pla slightl higher than her strateg, than to pla lower than her number. This situation takes place in auctions., B4. Z t vk 0 (t) dt +, fork i, j. w k (t) v k (t)

6 Eistence of Mied Strateg Equilibria in a Class of Discontinuous Games with Unbounded Strateg Sets.5 Theorem 2. Suppose that assumptions B1-B4 hold. Then there eists continuum of equilibria in mied strategies in game Γ B.Moreover,foran t, thefollowing probabilit distribution constitutes a mied equilibrium: where i 6 j. F j (t) ep Z v 0 i (s) ds, if t t w i (s) v i (s), (4) 1, if t Proof. Notice first that distribution function F j (t) is a positive, strictl increasing function which satisfies F j ( ) 0andF j ( ) 1, because of assumption B4. We show now that the distribution functions from (4) constitute a mied equilibrium. Suppose that plaer j, i 6 j, uses the c.d.f. F j (t) above, then there are two cases. Case 1. If plaer i chooses a strateg (, ], then i s epected paoff is: E [u i (, F j ())] Z v i () f j () d + Z w i () f j () d. (5) From the probabilit distribution function F j (t), from (4), it is obvious to get the densit function f j (t): vi 0 (t) Z f j (t) w i (t) v i (t) ep, if t t w i (s) v i (s). 0, if t The epected i s paoff (5) can be rewritten as E [u i (, F j ())] v i () F j ()+ Z v 0 Z i () + [v i ()+w i () v i ()] w i () v i () ep It is equivalent to E [u i (, F j ())] v i () F j ()+ Z + v i () Z Z vi 0 ()ep vi 0 Z () w i () v i () ep d. w i (s) v i (s) d+ w i (s) v i (s) d, w i (s) v i (s)

7 Eistence of Mied Strateg Equilibria in a Class of Discontinuous Games with Unbounded Strateg Sets.6 or Z E [u i (, F j ())] v i ()ep and we obtain +v i ( ) Z Z + v i () vi 0 Z (s) ds v i ()ep w i (s) v i (s) v 0 Z i () v i () w i () v i () ep vi 0 () Z w i () v i () ep d+ v i (s) w i (s) d, v i (s) w i (s) E [u i (, F j ())] v i ( )foran (, ]. + w i (s) v i (s) Case 2. If plaer i chooses a strateg (, + ), then i s epected paoff is: E [u i (, F j ())] v i (), because >in this case. From assumption B2, it follows that v i () v i ( ) for an (, + ). Hence an (, ] is a best repl to the probabilit distribution function F j (t), from (4). Thesamereasoningisvalidforplaerj. Hence the distribution functions from (4) do reall constitute a mied equilibrium. End of proof. 3. Applications There are man eamples of games Γ A and Γ B,whichfit assumptions A1-A4 and B1-B4 correspondingl. Let us look at some of them The Bertrand Model. The standard two-firm Bertrand model is game Γ A, where (0,), if > (u i (, ),u j (, )) A (, 0), if <, (0.5, 0.5) if or v i (t) v j (t) 0, w i (t) w j (t) t, t 0,andα 0.5. It is eas to check that all assumptions A1-A4 are fulfilled. As a corollar of Theorem 1, we have

8 Eistence of Mied Strateg Equilibria in a Class of Discontinuous Games with Unbounded Strateg Sets.7 Proposition 1. There eists continuum of equilibria in mied strategies in two-firm Bertrand model. Moreover, for an p > 0, the following probabilit distribution constitutes a mied equilibrium: ½ 0, if p<p F (p) 1 p if p p. p Note that the epected profit ofeachfirm in the mied equilibrium is p > Auctions with toeholds. Another class of games that fits into the theoretical model analzed in Section 2 is a two-bidder auctions with toeholds. Two risk neutral individuals are interested in acquiring an object. Bidder i (j) has a valuation v i (v j ) and owns a share θ i (θ j 1 θ i ) > 0 of the object. Bidders values and shares are common knowledge. Bidders submit bids simultaneousl. The higher bidder gets the object and pas either her bid in the first price auction, or the opponent s bid in the second price auction. If bids are equal, then the object is allocated to bidder i with probabilit α [0, 1] and to bidder j with probabilit (1 α) [0, 1]. Thus, bidder i s paoff is v i (1 θ i )p, ifhewins,andθ i p,ifheloses,wherep is the selling price. We consider below two possible mechanisms: first- and second-price auctions. The Second-Price Auction. Suppose that the two bidders compete in a second-price auction. It is eas to see that the auction game with toeholds is eactl game Γ A,where (u i (, ),u j (, )) A (v i (1 θ i ), (1 θ i )), if > (θ i, v j θ i ), if <, (α [v i (1 θ i )]+(1 α) θ i, α(1 θ i ) +(1 α)(v j θ i )) if or v i (t) v i (1 θ i )t, v j (t) v j θ i t, w i (t) θ i t, w j (t) (1 θ i )t, and t > ma {v i,v j }. It is eas to check that all assumptions A1-A4 are fulfilled. As a corollar of Theorem 1, we have Proposition 2. There eists a continuum of mied strateg equilibria in the sealed bid second-price auction in which plaer i randomizes over bids in the interval [b, + ) according to the distribution function µ 1 θi b vj F i (b) 1,i6 j, b v j where b is an number greater than ma {v i,v j }. The interesting feature of the mied equilibria is that the epected paoff of each bidder is b > ma {v i,v j } and this paoff is independent from bidder s valuation!

9 Eistence of Mied Strateg Equilibria in a Class of Discontinuous Games with Unbounded Strateg Sets.8 The First-Price Auction. Suppose that the selling mechanism is the firstprice auction. Then, the auction game with toeholds coincides with game Γ B,where (u i (, ),u j (, )) B (v i (1 θ i ), (1 θ i )), if > (θ i, v j θ i ), if <, (α [v i (1 θ i )]+(1 α) θ i, α(1 θ i ) +(1 α)(v j θ i )) if or v i (t) v i (1 θ i )t, v j (t) v j θ i t, w i (t) θ i t, w j (t) (1 θ i )t, and t<min {v i,v j }. It is eas to check that all assumptions B1-B4 are fulfilled. As a corollar of Theorem 2, we have Proposition 3. There eists a continuum of mied strateg equilibria in the sealed bid first-price auction in which plaer i randomizes over bids in the interval (, b] according to the distribution function µ θi vj b F i (b),i6 j, v j b where b is an number lower than min {v i,v j }. The epected paoff of bidder i in the mied strateg equilibrium is v i (1 θ i )b, where b<min {v i,v j }. Note that this paoff dependents on bidder i s valuation, which was not the case in the second price auction. 4. Conclusion The main feature of the class of games studied in this paper is the presence of eternalities between plaers. We have pointed out that the use of a random tie-breaking rule makes this game discontinuous. We have shown that, if the plaers strateg space coincides with the set of real numbers, a continuum of Nash equilibria in mied strategies do eist. One might wonder what would happen if we modifiedthegameinsuchawato allow for a deterministic tie-breaking rule. In our toeholds eample, since valuations are common knowledge, one could think of breaking a tie in favor of the bidder with the higher valuation for the object. This formulation has been analzed b Ettinger (2001). The author shows that the first- and second-price auctions admit a unique equilibrium in undominated strategies. It is eas to prove that, if bidders can pla weakl dominated strategies, the set of equilibrium outcomes both in firstand second-price auction will coincide with the interval between buers valuations. However, whenever a random tie-breaking rule is introduced, the set of equilibrium outcomes will be found outside the interval between bidders valuations.

10 Eistence of Mied Strateg Equilibria in a Class of Discontinuous Games with Unbounded Strateg Sets.9 References [1] Ettinger, D. (2001): Bidding among friends and enemies, CERAS, mimeo. [2] Dasgupta P. and E. Maskin (1986): The Eistence of Equilibrium in Discontinuous Economic Games, I: Theor, Review of Economic Studies, [3] Dasgupta P. and E. Maskin (1986): The Eistence of Equilibrium in Discontinuous Economic Games, II: Applications, Review of Economic Studies, [4] Klemperer P (2000): Wh Ever Economist Should Learn Some Auction Theor, Invited Lecture to 8th World Congress of the Econometric Societ. [5] Maskin E. (1986): The Eistence of Equilibrium with Price-Setting Firms, American Economic Review, 76, [6] Simon L. (1987): Games with Discontinuous Paoffs, Review of Economic Studies, [7] Simon L. and W. Zame (1990): Discontinuous Games and Endogenous Sharing Rules, Econometrica, 58, [8] Ren P. (1999): On the Eistence of Pure and Mied Strateg Nash Equilibria in Discontinuous Games, Econometrica, 67,

MA Game Theory 2005, LSE

MA Game Theory 2005, LSE MA. Game Theor, LSE Problem Set The problems in our third and final homework will serve two purposes. First, the will give ou practice in studing games with incomplete information. Second (unless indicated

More information

Non-Existence of Equilibrium in Vickrey, Second-Price, and English Auctions

Non-Existence of Equilibrium in Vickrey, Second-Price, and English Auctions Non-Existence of Equilibrium in Vickrey, Second-Price, and English Auctions Matthew O. Jackson September 21, 2005 Forthcoming: Review of Economic Design Abstract A simple example shows that equilibria

More information

6.896 Topics in Algorithmic Game Theory February 8, Lecture 2

6.896 Topics in Algorithmic Game Theory February 8, Lecture 2 6.896 Topics in Algorithmic Game Theor Februar 8, 2010 Lecture 2 Lecturer: Constantinos Daskalakis Scribe: Yang Cai, Debmala Panigrahi In this lecture, we focus on two-plaer zero-sum games. Our goal is

More information

Lecture 1.1: The Minimax Theorem

Lecture 1.1: The Minimax Theorem Algorithmic Game Theor, Compleit and Learning Jul 17, 2017 Lecture 1.1: The Mini Theorem Lecturer: Constantinos Daskalakis Scribe: Constantinos Daskalakis In these notes, we show that a Nash equilibrium

More information

Interdependent Value Auctions with an Insider Bidder 1

Interdependent Value Auctions with an Insider Bidder 1 Interdependent Value Auctions with an Insider Bidder Jinwoo Kim We study the efficiency of standard auctions with interdependent values in which one of two bidders is perfectly informed of his value while

More information

SF2972 Game Theory Problem set on extensive form games

SF2972 Game Theory Problem set on extensive form games SF2972 Game Theor Problem set on etensive form games Mark Voorneveld There are five eercises, to be handed in at the final lecture (March 0). For a bonus point, please answer all questions; at least half

More information

Working Paper EQUILIBRIUM SELECTION IN COMMON-VALUE SECOND-PRICE AUCTIONS. Heng Liu

Working Paper EQUILIBRIUM SELECTION IN COMMON-VALUE SECOND-PRICE AUCTIONS. Heng Liu Working Paper EQUILIBRIUM SELECTION IN COMMON-VALUE SECOND-PRICE AUCTIONS Heng Liu This note considers equilibrium selection in common-value secondprice auctions with two bidders. We show that for each

More information

University of Warwick, Department of Economics Spring Final Exam. Answer TWO questions. All questions carry equal weight. Time allowed 2 hours.

University of Warwick, Department of Economics Spring Final Exam. Answer TWO questions. All questions carry equal weight. Time allowed 2 hours. University of Warwick, Department of Economics Spring 2012 EC941: Game Theory Prof. Francesco Squintani Final Exam Answer TWO questions. All questions carry equal weight. Time allowed 2 hours. 1. Consider

More information

Game Theory. Monika Köppl-Turyna. Winter 2017/2018. Institute for Analytical Economics Vienna University of Economics and Business

Game Theory. Monika Köppl-Turyna. Winter 2017/2018. Institute for Analytical Economics Vienna University of Economics and Business Monika Köppl-Turyna Institute for Analytical Economics Vienna University of Economics and Business Winter 2017/2018 Static Games of Incomplete Information Introduction So far we assumed that payoff functions

More information

Lecture 6 Games with Incomplete Information. November 14, 2008

Lecture 6 Games with Incomplete Information. November 14, 2008 Lecture 6 Games with Incomplete Information November 14, 2008 Bayesian Games : Osborne, ch 9 Battle of the sexes with incomplete information Player 1 would like to match player 2's action Player 1 is unsure

More information

On the Complete Information First Price Auction and its Intuitive Solution

On the Complete Information First Price Auction and its Intuitive Solution MPRA Munich Personal RePEc Archive On the Complete Information First Price Auction and its Intuitive Solution Jose Alcalde and Matthias Dahm University of Alicante, Universitat Rovira i Virgili 14. March

More information

Theory of Auctions. Carlos Hurtado. Jun 23th, Department of Economics University of Illinois at Urbana-Champaign

Theory of Auctions. Carlos Hurtado. Jun 23th, Department of Economics University of Illinois at Urbana-Champaign Theory of Auctions Carlos Hurtado Department of Economics University of Illinois at Urbana-Champaign hrtdmrt2@illinois.edu Jun 23th, 2015 C. Hurtado (UIUC - Economics) Game Theory On the Agenda 1 Formalizing

More information

Strategies under Strategic Uncertainty

Strategies under Strategic Uncertainty Discussion Paper No. 18-055 Strategies under Strategic Uncertainty Helene Mass Discussion Paper No. 18-055 Strategies under Strategic Uncertainty Helene Mass Download this ZEW Discussion Paper from our

More information

Interdependent Value Auctions with Insider Bidders

Interdependent Value Auctions with Insider Bidders Interdependent Value Auctions with Insider Bidders Jinwoo Kim November 2003 Abstract I study auctions in which there exists an asymmetry in bidders knowledge about their interdependent valuations. Bidders

More information

Limits. Calculus Module C06. Copyright This publication The Northern Alberta Institute of Technology All Rights Reserved.

Limits. Calculus Module C06. Copyright This publication The Northern Alberta Institute of Technology All Rights Reserved. e Calculus Module C Limits Copright This publication The Northern Alberta Institute of Technolog. All Rights Reserved. LAST REVISED March, Introduction to Limits Statement of Prerequisite Skills Complete

More information

A Very Robust Auction Mechanism

A Very Robust Auction Mechanism Penn Institute for Economic Research Department of Economics University of Pennsylvania 378 Locust Walk Philadelphia, PA 904-697 pier@econ.upenn.edu http://economics.sas.upenn.edu/pier PIER Working Paper

More information

Inefficient Equilibria of Second-Price/English Auctions with Resale

Inefficient Equilibria of Second-Price/English Auctions with Resale Inefficient Equilibria of Second-Price/English Auctions with Resale Rod Garratt, Thomas Tröger, and Charles Zheng September 29, 2006 Abstract In second-price or English auctions involving symmetric, independent,

More information

Pure strategy equilibria of single and double auctions with interdependent values

Pure strategy equilibria of single and double auctions with interdependent values Games and Economic Behavior 65 (2009) 25 48 www.elsevier.com/locate/geb Pure strategy equilibria of single and double auctions with interdependent values Aloisio Araujo a, Luciano I. de Castro b, a Getulio

More information

Working Paper EQUILIBRIUM SELECTION IN COMMON-VALUE SECOND-PRICE AUCTIONS. Heng Liu

Working Paper EQUILIBRIUM SELECTION IN COMMON-VALUE SECOND-PRICE AUCTIONS. Heng Liu Working Paper EQUILIBRIUM SELECTION IN COMMON-VALUE SECOND-PRICE AUCTIONS Heng Liu This paper considers the problem of equilibrium selection in a commonvalue second-price auction with two bidders. We show

More information

Chapter 5: Systems of Equations

Chapter 5: Systems of Equations Chapter : Sstems of Equations Section.: Sstems in Two Variables... 0 Section. Eercises... 9 Section.: Sstems in Three Variables... Section. Eercises... Section.: Linear Inequalities... Section.: Eercises.

More information

Game Theory. Lecture Notes By Y. Narahari. Department of Computer Science and Automation Indian Institute of Science Bangalore, India July 2012

Game Theory. Lecture Notes By Y. Narahari. Department of Computer Science and Automation Indian Institute of Science Bangalore, India July 2012 Game Theory Lecture Notes By Y. Narahari Department of Computer Science and Automation Indian Institute of Science Bangalore, India July 2012 Properties of Social Choice Functions Note: This is a only

More information

Game theory lecture 4. September 24, 2012

Game theory lecture 4. September 24, 2012 September 24, 2012 Finding Nash equilibrium Best-response or best-reply functions. We introduced Nash-equilibrium as a profile of actions (an action for each player) such that no player has an incentive

More information

Lecture Note II-3 Static Games of Incomplete Information. Games of incomplete information. Cournot Competition under Asymmetric Information (cont )

Lecture Note II-3 Static Games of Incomplete Information. Games of incomplete information. Cournot Competition under Asymmetric Information (cont ) Lecture Note II- Static Games of Incomplete Information Static Bayesian Game Bayesian Nash Equilibrium Applications: Auctions The Revelation Principle Games of incomplete information Also called Bayesian

More information

Economics 3012 Strategic Behavior Andy McLennan October 20, 2006

Economics 3012 Strategic Behavior Andy McLennan October 20, 2006 Economics 301 Strategic Behavior Andy McLennan October 0, 006 Lecture 11 Topics Problem Set 9 Extensive Games of Imperfect Information An Example General Description Strategies and Nash Equilibrium Beliefs

More information

A Review of Auction Theory: Sequential Auctions and Vickrey Auctions

A Review of Auction Theory: Sequential Auctions and Vickrey Auctions A Review of Auction Theory: and Vickrey Daniel R. 1 1 Department of Economics University of Maryland, College Park. September 2017 / Econ415 . Vickrey s. Vickrey. Example Two goods, one per bidder Suppose

More information

Advanced Microeconomics II

Advanced Microeconomics II Advanced Microeconomics Auction Theory Jiaming Mao School of Economics, XMU ntroduction Auction is an important allocaiton mechanism Ebay Artwork Treasury bonds Air waves ntroduction Common Auction Formats

More information

Mechanism Design: Bayesian Incentive Compatibility

Mechanism Design: Bayesian Incentive Compatibility May 30, 2013 Setup X : finite set of public alternatives X = {x 1,..., x K } Θ i : the set of possible types for player i, F i is the marginal distribution of θ i. We assume types are independently distributed.

More information

Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. Date: Thursday 17th May 2018 Time: 09:45-11:45. Please answer all Questions.

Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. Date: Thursday 17th May 2018 Time: 09:45-11:45. Please answer all Questions. COMP 34120 Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE AI and Games Date: Thursday 17th May 2018 Time: 09:45-11:45 Please answer all Questions. Use a SEPARATE answerbook for each SECTION

More information

Game Theory. Solutions to Problem Set 4

Game Theory. Solutions to Problem Set 4 1 Hotelling s model 1.1 Two vendors Game Theory Solutions to Problem Set 4 Consider a strategy pro le (s 1 s ) with s 1 6= s Suppose s 1 < s In this case, it is pro table to for player 1 to deviate and

More information

Sequential vs. single-round uniform-price auctions

Sequential vs. single-round uniform-price auctions Games and Economic Behavior 62 2008) 591 609 www.elsevier.com/locate/geb Sequential vs. single-round uniform-price auctions Claudio Mezzetti a,, Aleksandar Saša Pekeč b, Ilia Tsetlin c a University of

More information

EC319 Economic Theory and Its Applications, Part II: Lecture 2

EC319 Economic Theory and Its Applications, Part II: Lecture 2 EC319 Economic Theory and Its Applications, Part II: Lecture 2 Leonardo Felli NAB.2.14 23 January 2014 Static Bayesian Game Consider the following game of incomplete information: Γ = {N, Ω, A i, T i, µ

More information

Auctions in which losers set the price

Auctions in which losers set the price Games and Economic Behavior 66 2009) 855 864 wwwelseviercom/locate/geb Auctions in which losers set the price Claudio Mezzetti a,, Ilia Tsetlin b a University of Warwick, Department of Economics, Coventry,

More information

Answers to Spring 2014 Microeconomics Prelim

Answers to Spring 2014 Microeconomics Prelim Answers to Spring 204 Microeconomics Prelim. To model the problem of deciding whether or not to attend college, suppose an individual, Ann, consumes in each of two periods. She is endowed with income w

More information

The Revenue Equivalence Theorem 1

The Revenue Equivalence Theorem 1 John Nachbar Washington University May 2, 2017 The Revenue Equivalence Theorem 1 1 Introduction. The Revenue Equivalence Theorem gives conditions under which some very different auctions generate the same

More information

Information Acquisition in Interdependent Value Auctions

Information Acquisition in Interdependent Value Auctions Information Acquisition in Interdependent Value Auctions Dirk Bergemann Xianwen Shi Juuso Välimäki July 16, 2008 Abstract We consider an auction environment with interdependent values. Each bidder can

More information

Generalizing mechanism design theory to a case where agents types are adjustable

Generalizing mechanism design theory to a case where agents types are adjustable MPRA Munich Personal RePEc Archive Generalizing mechanism design theory to a case where agents types are adjustable Haoyang Wu Wan-Dou-Miao Research Lab 27 December 2018 Online at https://mpra.ub.uni-muenchen.de/90941/

More information

Lecture 4. 1 Examples of Mechanism Design Problems

Lecture 4. 1 Examples of Mechanism Design Problems CSCI699: Topics in Learning and Game Theory Lecture 4 Lecturer: Shaddin Dughmi Scribes: Haifeng Xu,Reem Alfayez 1 Examples of Mechanism Design Problems Example 1: Single Item Auctions. There is a single

More information

Game Theory: Spring 2017

Game Theory: Spring 2017 Game Theory: Spring 2017 Ulle Endriss Institute for Logic, Language and Computation University of Amsterdam Ulle Endriss 1 Plan for Today In this second lecture on mechanism design we are going to generalise

More information

CPS 173 Mechanism design. Vincent Conitzer

CPS 173 Mechanism design. Vincent Conitzer CPS 173 Mechanism design Vincent Conitzer conitzer@cs.duke.edu edu Mechanism design: setting The center has a set of outcomes O that she can choose from Allocations of tasks/resources, joint plans, Each

More information

Lecture 10: Mechanism Design

Lecture 10: Mechanism Design Computational Game Theory Spring Semester, 2009/10 Lecture 10: Mechanism Design Lecturer: Yishay Mansour Scribe: Vera Vsevolozhsky, Nadav Wexler 10.1 Mechanisms with money 10.1.1 Introduction As we have

More information

Sealed-bid first-price auctions with an unknown number of bidders

Sealed-bid first-price auctions with an unknown number of bidders Sealed-bid first-price auctions with an unknown number of bidders Erik Ekström Department of Mathematics, Uppsala University Carl Lindberg The Second Swedish National Pension Fund e-mail: ekstrom@math.uu.se,

More information

Introduction to Game Theory

Introduction to Game Theory Introduction to Game Theory Part 3. Static games of incomplete information Chapter 2. Applications Ciclo Profissional 2 o Semestre / 2011 Graduação em Ciências Econômicas V. Filipe Martins-da-Rocha (FGV)

More information

Informed Principal in Private-Value Environments

Informed Principal in Private-Value Environments Informed Principal in Private-Value Environments Tymofiy Mylovanov Thomas Tröger University of Bonn June 21, 2008 1/28 Motivation 2/28 Motivation In most applications of mechanism design, the proposer

More information

Multidimensional private value auctions

Multidimensional private value auctions Journal of Economic Theory 126 (2006) 1 30 www.elsevier.com/locate/jet Multidimensional private value auctions Hanming Fang a, Stephen Morris b, a Department of Economics, Yale University, P.O. Box 208264,

More information

Module 18: VCG Mechanism

Module 18: VCG Mechanism Module 18: VCG Mechanism Information conomics c 515) George Georgiadis Society comprising of n agents. Set A of alternatives from which to choose. Agent i receives valuation v i x) if alternative x 2 A

More information

A Shape Constrained Estimator of Bidding Function of First-Price Sealed-Bid Auctions

A Shape Constrained Estimator of Bidding Function of First-Price Sealed-Bid Auctions A Shape Constrained Estimator of Bidding Function of First-Price Sealed-Bid Auctions Yu Yvette Zhang Abstract This paper is concerned with economic analysis of first-price sealed-bid auctions with risk

More information

Game Theory. Strategic Form Games with Incomplete Information. Levent Koçkesen. Koç University. Levent Koçkesen (Koç University) Bayesian Games 1 / 15

Game Theory. Strategic Form Games with Incomplete Information. Levent Koçkesen. Koç University. Levent Koçkesen (Koç University) Bayesian Games 1 / 15 page.1 Game Theory Strategic Form Games with Incomplete Information Levent Koçkesen Koç University Levent Koçkesen (Koç University) Bayesian Games 1 / 15 page. Games with Incomplete Information Some players

More information

DEPARTMENT OF ECONOMICS YALE UNIVERSITY P.O. Box New Haven, CT

DEPARTMENT OF ECONOMICS YALE UNIVERSITY P.O. Box New Haven, CT DEPARTMENT OF ECONOMICS YALE UNIVERSITY P.O. Box 208268 New Haven, CT 06520-8268 http://www.econ.yale.edu/ Economics Department Working Paper No. 25 Cowles Foundation Discussion Paper No. 1619 Information

More information

Asymmetric Information and Search Frictions: A Neutrality Result

Asymmetric Information and Search Frictions: A Neutrality Result Asymmetric Information and Search Frictions: A Neutrality Result Neel Rao University at Buffalo, SUNY August 26, 2016 Abstract This paper integrates asymmetric information between firms into a canonical

More information

A Simple Example to Illustrate the Linkage Principle

A Simple Example to Illustrate the Linkage Principle A Simple Example to Illustrate the Linkage Principle Daniel Quint University of Wisconsin April 06 Abstract. I present a numerical example illustrating the revenue-superiority of an open over a closed

More information

A Dynamic Market Clearing Price Mechanism with Multiple Demands *

A Dynamic Market Clearing Price Mechanism with Multiple Demands * A Dynamic Market Clearing Price Mechanism with Multiple Demands * Marilda Sotomayor ** Abstract We propose a dynamic selling procedure for the generalization of the buyer-seller market game of Shapley

More information

Preliminary notes on auction design

Preliminary notes on auction design Division of the Humanities and Social Sciences Preliminary notes on auction design kcb Revised Winter 2008 This note exposits a simplified version of Myerson s [8] paper on revenue-maximizing auction design

More information

Microeconomic Theory (501b) Problem Set 10. Auctions and Moral Hazard Suggested Solution: Tibor Heumann

Microeconomic Theory (501b) Problem Set 10. Auctions and Moral Hazard Suggested Solution: Tibor Heumann Dirk Bergemann Department of Economics Yale University Microeconomic Theory (50b) Problem Set 0. Auctions and Moral Hazard Suggested Solution: Tibor Heumann 4/5/4 This problem set is due on Tuesday, 4//4..

More information

1 + x 1/2. b) For what values of k is g a quasi-concave function? For what values of k is g a concave function? Explain your answers.

1 + x 1/2. b) For what values of k is g a quasi-concave function? For what values of k is g a concave function? Explain your answers. Questions and Answers from Econ 0A Final: Fall 008 I have gone to some trouble to explain the answers to all of these questions, because I think that there is much to be learned b working through them

More information

Sequential Bidding in the Bailey-Cavallo Mechanism

Sequential Bidding in the Bailey-Cavallo Mechanism Sequential Bidding in the Bailey-Cavallo Mechanism Krzysztof R. Apt 1,2 and Evangelos Markakis 2 1 CWI, Science Park 123, 1098 XG Amsterdam 2 Institute of Logic, Language and Computation, University of

More information

Epsilon Ex Post Implementation

Epsilon Ex Post Implementation Epsilon Ex Post Implementation Mehmet Barlo Nuh Aygun Dalkiran February 10, 2014 Abstract We provide necessary and sufficient conditions for epsilon ex post implementation. Our analysis extends Bergemann

More information

NASH IMPLEMENTATION USING SIMPLE MECHANISMS WITHOUT UNDESIRABLE MIXED-STRATEGY EQUILIBRIA

NASH IMPLEMENTATION USING SIMPLE MECHANISMS WITHOUT UNDESIRABLE MIXED-STRATEGY EQUILIBRIA NASH IMPLEMENTATION USING SIMPLE MECHANISMS WITHOUT UNDESIRABLE MIXED-STRATEGY EQUILIBRIA MARIA GOLTSMAN Abstract. This note shows that, in separable environments, any monotonic social choice function

More information

Mathematical Economics - PhD in Economics

Mathematical Economics - PhD in Economics - PhD in Part 1: Supermodularity and complementarity in the one-dimensional and Paulo Brito ISEG - Technical University of Lisbon November 24, 2010 1 2 - Supermodular optimization 3 one-dimensional 4 Supermodular

More information

An Information Theory For Preferences

An Information Theory For Preferences An Information Theor For Preferences Ali E. Abbas Department of Management Science and Engineering, Stanford Universit, Stanford, Ca, 94305 Abstract. Recent literature in the last Maimum Entrop workshop

More information

Second-Price Auctions with Different Participation Costs

Second-Price Auctions with Different Participation Costs Second-Price Auctions with Different Participation Costs Xiaoyong Cao Department of Economics University of International Business and Economics Beijing, China, 100029 Guoqiang Tian Department of Economics

More information

Multi-object auctions (and matching with money)

Multi-object auctions (and matching with money) (and matching with money) Introduction Many auctions have to assign multiple heterogenous objects among a group of heterogenous buyers Examples: Electricity auctions (HS C 18:00), auctions of government

More information

v t t t t a t v t d dt t t t t t 23.61

v t t t t a t v t d dt t t t t t 23.61 SECTION 4. MAXIMUM AND MINIMUM VALUES 285 The values of f at the endpoints are f 0 0 and f 2 2 6.28 Comparing these four numbers and using the Closed Interval Method, we see that the absolute minimum value

More information

KIER DISCUSSION PAPER SERIES

KIER DISCUSSION PAPER SERIES KIER DISCUSSION PAPER SERIES KYOTO INSTITUTE OF ECONOMIC RESEARCH Discussion Paper No.945 Sequential Auctions of Heterogeneous Objects Akitoshi Muramoto, Ryuji Sano July 2016 KYOTO UNIVERSITY KYOTO, JAPAN

More information

Chapter 6. Self-Adjusting Data Structures

Chapter 6. Self-Adjusting Data Structures Chapter 6 Self-Adjusting Data Structures Chapter 5 describes a data structure that is able to achieve an epected quer time that is proportional to the entrop of the quer distribution. The most interesting

More information

CONTINUOUS SPATIAL DATA ANALYSIS

CONTINUOUS SPATIAL DATA ANALYSIS CONTINUOUS SPATIAL DATA ANALSIS 1. Overview of Spatial Stochastic Processes The ke difference between continuous spatial data and point patterns is that there is now assumed to be a meaningful value, s

More information

First Price Auctions with General Information Structures: Implications for Bidding and Revenue

First Price Auctions with General Information Structures: Implications for Bidding and Revenue First Price Auctions with General Information Structures: Implications for Bidding and Revenue Dirk Bergemann Benjamin Brooks Stephen Morris August 10, 2015 Abstract This paper explores the consequences

More information

Uniqueness and Existence of Equilibrium in Auctions with a Reserve Price

Uniqueness and Existence of Equilibrium in Auctions with a Reserve Price Games and Economic Behavior 30, 83 114 (2000) doi:10.1006/game.1998.0704, available online at http://www.idealibrary.com on Uniqueness and Existence of Equilibrium in Auctions with a Reserve Price Alessandro

More information

Revenue Guarantee Equivalence

Revenue Guarantee Equivalence Revenue Guarantee Equivalence Dirk Bergemann Benjamin Brooks Stephen Morris November 7, 2018 Abstract We revisit the revenue comparison of standard auction formats, including first-price, second-price,

More information

Symmetric Separating Equilibria in English Auctions 1

Symmetric Separating Equilibria in English Auctions 1 Games and Economic Behavior 38, 19 27 22 doi:116 game21879, available online at http: wwwidealibrarycom on Symmetric Separating Equilibria in English Auctions 1 Sushil Bihchandani 2 Anderson Graduate School

More information

Outline for Static Games of Incomplete Information

Outline for Static Games of Incomplete Information Outline for Static Games of Incomplete Information I. Example 1: An auction game with discrete bids II. Example 2: Cournot duopoly with one-sided asymmetric information III. Definition of Bayesian-Nash

More information

Ph.D. Preliminary Examination MICROECONOMIC THEORY Applied Economics Graduate Program May 2012

Ph.D. Preliminary Examination MICROECONOMIC THEORY Applied Economics Graduate Program May 2012 Ph.D. Preliminary Examination MICROECONOMIC THEORY Applied Economics Graduate Program May 2012 The time limit for this exam is 4 hours. It has four sections. Each section includes two questions. You are

More information

Thus far, we ve made four key assumptions that have greatly simplified our analysis:

Thus far, we ve made four key assumptions that have greatly simplified our analysis: Econ 85 Advanced Micro Theory I Dan Quint Fall 29 Lecture 7 Thus far, we ve made four key assumptions that have greatly simplified our analysis:. Risk-neutral bidders 2. Ex-ante symmetric bidders 3. Independent

More information

Game Theory and Algorithms Lecture 2: Nash Equilibria and Examples

Game Theory and Algorithms Lecture 2: Nash Equilibria and Examples Game Theory and Algorithms Lecture 2: Nash Equilibria and Examples February 24, 2011 Summary: We introduce the Nash Equilibrium: an outcome (action profile) which is stable in the sense that no player

More information

Competing Teams. Hector Chade 1 Jan Eeckhout 2. SED June, Arizona State University 2 University College London and Barcelona GSE-UPF

Competing Teams. Hector Chade 1 Jan Eeckhout 2. SED June, Arizona State University 2 University College London and Barcelona GSE-UPF Competing Teams Hector Chade 1 Jan Eeckhout 2 1 Arizona State University 2 University College London and Barcelona GSE-UPF SED June, 2014 The Problem We analyze assortative matching with externalities

More information

5. Zeros. We deduce that the graph crosses the x-axis at the points x = 0, 1, 2 and 4, and nowhere else. And that s exactly what we see in the graph.

5. Zeros. We deduce that the graph crosses the x-axis at the points x = 0, 1, 2 and 4, and nowhere else. And that s exactly what we see in the graph. . Zeros Eample 1. At the right we have drawn the graph of the polnomial = ( 1) ( 2) ( 4). Argue that the form of the algebraic formula allows ou to see right awa where the graph is above the -ais, where

More information

3-1. Solving Systems Using Tables and Graphs. Concept Summary. Graphical Solutions of Linear Systems VOCABULARY TEKS FOCUS ESSENTIAL UNDERSTANDING

3-1. Solving Systems Using Tables and Graphs. Concept Summary. Graphical Solutions of Linear Systems VOCABULARY TEKS FOCUS ESSENTIAL UNDERSTANDING 3- Solving Sstems Using Tables and Graphs TEKS FOCUS VOCABULARY Foundational to TEKS (3)(A) Formulate sstems of equations, including sstems consisting of three linear equations in three variables and sstems

More information

Characterization of equilibrium in pay-as-bid auctions for multiple units

Characterization of equilibrium in pay-as-bid auctions for multiple units Economic Theory (2006) 29: 197 211 DOI 10.1007/s00199-005-0009-y RESEARCH ARTICLE Indranil Chakraborty Characterization of equilibrium in pay-as-bid auctions for multiple units Received: 26 April 2004

More information

INTRODUCTION TO DIOPHANTINE EQUATIONS

INTRODUCTION TO DIOPHANTINE EQUATIONS INTRODUCTION TO DIOPHANTINE EQUATIONS In the earl 20th centur, Thue made an important breakthrough in the stud of diophantine equations. His proof is one of the first eamples of the polnomial method. His

More information

A SINTHESIS OF LOCATION MODELS

A SINTHESIS OF LOCATION MODELS A SINTHESIS OF LOCATION MODELS Hamid Hamoudi* and Marta Risueño** 7 / Februar / 006 *Hamid Hamoudi Dep. Economía Universidad Europea de Madrid C/ Tajo s/n Villaviciosa de Odón 8670 Madrid tf: 9-5-66 e-mail:

More information

Informed principal problems in generalized private values environments

Informed principal problems in generalized private values environments Informed principal problems in generalized private values environments Tymofiy Mylovanov and Thomas Tröger January 27, 2009 Abstract We show that a solution to the problem of mechanism selection by an

More information

Roberto s Notes on Integral Calculus Chapter 3: Basics of differential equations Section 3. Separable ODE s

Roberto s Notes on Integral Calculus Chapter 3: Basics of differential equations Section 3. Separable ODE s Roberto s Notes on Integral Calculus Chapter 3: Basics of differential equations Section 3 Separable ODE s What ou need to know alread: What an ODE is and how to solve an eponential ODE. What ou can learn

More information

THEORIES ON AUCTIONS WITH PARTICIPATION COSTS. A Dissertation XIAOYONG CAO

THEORIES ON AUCTIONS WITH PARTICIPATION COSTS. A Dissertation XIAOYONG CAO THEORIES ON AUCTIONS WITH PARTICIPATION COSTS A Dissertation by XIAOYONG CAO Submitted to the Office of Graduate Studies of Texas A&M University in partial fulfillment of the requirements for the degree

More information

Players with Fixed Resources in Elimination Tournaments Alexander Matros Department of Economics University of Pittsburgh.

Players with Fixed Resources in Elimination Tournaments Alexander Matros Department of Economics University of Pittsburgh. Players with Fixed Resources in Elimination Tournaments Alexander Matros Department of Economics University of Pittsburgh January 29, 2004 Abstract. We consider two-round elimination tournaments where

More information

Crowdsourcing contests

Crowdsourcing contests December 8, 2012 Table of contents 1 Introduction 2 Related Work 3 Model: Basics 4 Model: Participants 5 Homogeneous Effort 6 Extensions Table of Contents 1 Introduction 2 Related Work 3 Model: Basics

More information

10 Back to planar nonlinear systems

10 Back to planar nonlinear systems 10 Back to planar nonlinear sstems 10.1 Near the equilibria Recall that I started talking about the Lotka Volterra model as a motivation to stud sstems of two first order autonomous equations of the form

More information

Chapter 2. Equilibrium. 2.1 Complete Information Games

Chapter 2. Equilibrium. 2.1 Complete Information Games Chapter 2 Equilibrium Equilibrium attempts to capture what happens in a game when players behave strategically. This is a central concept to these notes as in mechanism design we are optimizing over games

More information

Lecture Notes on Game Theory

Lecture Notes on Game Theory Lecture Notes on Game Theory Levent Koçkesen 1 Bayesian Games So far we have assumed that all players had perfect information regarding the elements of a game. These are called games with complete information.

More information

Learning From Data Lecture 7 Approximation Versus Generalization

Learning From Data Lecture 7 Approximation Versus Generalization Learning From Data Lecture 7 Approimation Versus Generalization The VC Dimension Approimation Versus Generalization Bias and Variance The Learning Curve M. Magdon-Ismail CSCI 4100/6100 recap: The Vapnik-Chervonenkis

More information

A Unified Approach to Equilibrium Existence in Discontinuous Strategic Games

A Unified Approach to Equilibrium Existence in Discontinuous Strategic Games A Unified Approach to Equilibrium Existence in Discontinuous Strategic Games (Preliminary Version) Philippe Bich and Rida Laraki June 8, 2012 Abstract Several relaxations of Nash equilibrium are shown

More information

An auction with finite types

An auction with finite types This is a draft; email me with comments, typos, clarifications, etc. An auction with finite types Let s consider the simplest case of an auction with finite types: there are two players i {1, 2} with types

More information

Broken Extremals. Variational Methods & Optimal Control lecture 20. Broken extremals. Broken extremals

Broken Extremals. Variational Methods & Optimal Control lecture 20. Broken extremals. Broken extremals Broken etremals Variational Methods & Optimal Control lecture 2 Matthew Roughan Discipline of Applied Mathematics School of Mathematical Sciences Universit of Adelaide

More information

Lecture Slides - Part 4

Lecture Slides - Part 4 Lecture Slides - Part 4 Bengt Holmstrom MIT February 2, 2016. Bengt Holmstrom (MIT) Lecture Slides - Part 4 February 2, 2016. 1 / 65 Mechanism Design n agents i = 1,..., n agent i has type θ i Θ i which

More information

Multidimensional Private Value Auctions

Multidimensional Private Value Auctions Multidimensional Private Value Auctions Hanming Fang Stephen Morris First Draft: May 2002 This Draft: March 2003 Abstract We consider parametric examples of two-bidder private value auctions in which each

More information

CS364B: Frontiers in Mechanism Design Lecture #3: The Crawford-Knoer Auction

CS364B: Frontiers in Mechanism Design Lecture #3: The Crawford-Knoer Auction CS364B: Frontiers in Mechanism Design Lecture #3: The Crawford-Knoer Auction Tim Roughgarden January 15, 2014 1 The Story So Far Our current theme is the design of ex post incentive compatible (EPIC) ascending

More information

Core-selecting package auctions. Han Dong, Hajir Roozbehani

Core-selecting package auctions. Han Dong, Hajir Roozbehani Core-selecting package auctions Han Dong, Hair Roozbehani 11.11.2008 Direct Impression to the paper proposes QoS for mechanism design connects stable matching with mechanism analyses theorem deeply and

More information

Virtual Robust Implementation and Strategic Revealed Preference

Virtual Robust Implementation and Strategic Revealed Preference and Strategic Revealed Preference Workshop of Mathematical Economics Celebrating the 60th birthday of Aloisio Araujo IMPA Rio de Janeiro December 2006 Denitions "implementation": requires ALL equilibria

More information

8. BOOLEAN ALGEBRAS x x

8. BOOLEAN ALGEBRAS x x 8. BOOLEAN ALGEBRAS 8.1. Definition of a Boolean Algebra There are man sstems of interest to computing scientists that have a common underling structure. It makes sense to describe such a mathematical

More information

Methods for Advanced Mathematics (C3) Coursework Numerical Methods

Methods for Advanced Mathematics (C3) Coursework Numerical Methods Woodhouse College 0 Page Introduction... 3 Terminolog... 3 Activit... 4 Wh use numerical methods?... Change of sign... Activit... 6 Interval Bisection... 7 Decimal Search... 8 Coursework Requirements on

More information

Maximin and minimax strategies in symmetric oligopoly: Cournot and Bertrand

Maximin and minimax strategies in symmetric oligopoly: Cournot and Bertrand MPRA Munich Personal RePEc Archive Maximin and minimax strategies in symmetric oligopoly: Cournot and Bertrand Atsuhiro Satoh and Yasuhito Tanaka 27 December 2016 Online at https://mpra.ub.uni-muenchen.de/75837/

More information

Game Theory. Lecture Notes By Y. Narahari. Department of Computer Science and Automation Indian Institute of Science Bangalore, India July 2012

Game Theory. Lecture Notes By Y. Narahari. Department of Computer Science and Automation Indian Institute of Science Bangalore, India July 2012 Game Theory Lecture Notes By Y. Narahari Department of Computer Science and Automation Indian Institute of Science Bangalore, India July 2012 Myerson Optimal Auction Note: This is a only a draft version,

More information