By A.C.C. Coolen

ISBN-10: 0198520808

ISBN-13: 9780198520801

ISBN-10: 1423753283

ISBN-13: 9781423753285

Minority video games are easy mathematical types at first designed to appreciate the co-operative phenomena saw in markets. Their center constituents are huge numbers of interacting decision-making brokers, each one aiming for private achieve in a man-made 'market' by way of attempting to expect (on the root of incomplete details, and with a component of irrationality) the activities of others. achieve is made by means of those that to that end locate themselves within the minority team, e.g. those that prove paying for whilst such a lot desire to promote or vice versa. geared toward researchers and scholars in physics, arithmetic and economics, in addition to monetary practitioners, this article describes the mathematical conception of Minority video games from a statistical mechanics perspective. It offers an in depth and specific creation to the complicated mathematical research of those versions, describes the aptitude and regulations of actual equipment in fixing agent dependent industry types, and descriptions how varied mathematical ways are similar.

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Additional resources for The Mathematical Theory of Minority Games: Statistical Mechanics of Interacting Agents (Oxford Finance)

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N }, all summations over λ will run over the set {−1, 1}M (where 2M = αN ), and all summations over Greek indices will run over the set {1, . . , p} (where p = αN ). 1 Generalized MG without decision noise As before, we imagine having N agents, labelled by i = 1, . . , N . At each iteration step ∈ {0, 1, 2, . } of the game, each agent i submits a ‘bid’ bi ( ) ∈ {−1, 1} to the market. 1) bi ( ) + Ae ( ). e. when A( ) > 0 by those agents i with bi ( ) < 0, and when A( ) < 0 by those with bi ( ) > 0.

1) bi ( ) + Ae ( ). e. when A( ) > 0 by those agents i with bi ( ) < 0, and when A( ) < 0 by those with bi ( ) > 0. Each agent i determines his individual bid bi ( ) at each step on the basis of publicly available external information, which the agents believe to represent historic market data, given by the vector λ( , A, Z) ∈ {−1, 1}M :   sgn[(1 − ζ)A( − 1) + ζZ( , 1)]   .. 2) . sgn[(1 − ζ)A( − M ) + ζZ( , M )] The numbers {Z( , λ)}, with λ = 1, . . , M , are zero-average Gaussian random variables, which represent a ‘fake’ alternative to the true market data.

P} at each step I, with equal probabilities. We will also define v4 /v [q,z] as the overall bid that would result when /j,(l) — /i and z(l) — z, and when the system state is q. 23): the zero-average decision noise variables Zi(l) with (zi(£}zj(t'}} — bijbw, and the statistically independent 'fake history' integers n(i] E {1,... ,p}. 23) into the language of microscopic probability densities jt^(q), where p^(q)dq gives the probability of finding the state vector at stage I of the game in an infinitesimal volume element dq = Y[i ^Qi located at point q E R^.

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The Mathematical Theory of Minority Games: Statistical Mechanics of Interacting Agents (Oxford Finance) by A.C.C. Coolen


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