Lecture VI: Adaptive Systems Zhixin Liu Complex Systems Research Center, Academy of Mathematics and Systems Sciences, CAS In the last lecture, we talked about Game ...
Theoretical understanding of the model explains simulation artifacts ... 'Hybrid Simulation Method' based on representation (martingale approach) Approximation by SDE ...
Retrial Queues with Losses: A Martingale Approach. Guichang Zhang and Raj Srinivasan ... Martingale method. Especially Doob-Meyer type decomposition theorem; ...
A Martingale Framework for Concept Change Detection in Time-Varying Data Stream Ho Shen-Shyang sho@gmu.edu Department of Computer Science George Mason University
A Martingale Framework for Concept Change Detection in Time-Varying Data Stream. Ho Shen-Shyang ... Does not require a sliding window on the data stream ...
Autonomous Robots, special Issue on Swarm Robotics, Volume 17, Issue 2-3, September - November 2004, Pages 193 - 221. PDF BibTeX Marco Dorigo, V. Trianni, ...
General Observations: The Role of Forecasting in Production/Inventory Systems ... Martingale Model of Forecast Evolution (Heath and Jackson 1991, G ll 1997) ...
Routing in Intermittently Connected Mobile Networks. Thrasyvoulos ... Define an appropriate martingale to show that: Destination movement. Message movement ...
in Reinforcement Learning Pieter Abbeel and Andrew Y. Ng Stanford University Overview Reinforcement learning in systems with unknown dynamics. Algorithms such as E3 ...
Microstructure influences the provision and cost of ... More technically, in an efficient market a security price follows a martingale. 'No Free Lunch' ...
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There is perfect competition in product and security markets. ... martingale. fair game. Set of all Fair Games. 17A Trading Rule. a. Time. x% off top. y% off ...
study of the process and outcomes of exchanging assets under ... moves market (martingale process) all players share same info. and expectation (homogeneity) ...
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... how to guess session ids in the Apache Java implementation for Servlet 2.4 ... Seeding can use system based noise/entropy (process scheduling, hard disk timing, ...
By: Marco Antonio Guimar es Dias - Internal Consultant by Petrobras, Brazil ... process, the the sequence {RX,1, RX,2, RX,3, ...} is an event-driven martingale ...
Asian options: The payoff depends on the average price of stock. e.g. ... Exotic option. Conditional Expectation. Martingale theory. Markov processes ...
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Change Detection in Data Streams by Testing Exchangeability Shen-Shyang Ho JPL/Caltech The research is part of the author s PhD dissertation (in computer science ...
A Brief History of Lognormal and Power Law Distributions and an Application to File Size Distributions Michael Mitzenmacher Harvard University Motivation: General ...
Recent work on file size distributions ... Start with an organism of size X0. ... At each time interval, suppose size either increases by a factor of 2 with ...
processes and simulations in derivative pricing/hedging. problems ... J. Hull, Options, Futures, and Other Derivative Securities, 4th. ed., Prentice-Hall, 1999 ' ...
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Lemma 1.2: Our definition of the Markov property (discrete time) is equivalent to ... Lemma 1.5: is the optimal estimator of X based on Y1,..Yn in the sense that for ...
Introduction to Models - Stochastic Models. Dr Shane Whelan, FFA ... Lemma : A process with independent increments has the Markov Property. Proof: On Board ...
Little evidence in RSS journals ... RSS provides something for almost every ... Could a competent and adequately-equipped reader obtain equivalent results? ...
... with respect to fundamentals can be caused either by 'irrational' trend ... (excess volatility = volatility of return volatility in the trend in earnings) ...
Concentration around Ensemble Average. Convergence to Cycle-free Performance ... Concentration: Ensemble Average ... Concentration around Cycle-Free Case ...
Title: No Slide Title Author: Wayne Deese Last modified by: SpallJC1 Created Date: 2/22/2000 6:57:16 PM Document presentation format: On-screen Show (4:3)
Working paper, Federal Reserve Bank of Atlanta. ... A. et al. (2002) GARCH and volatility swaps, Wilmott Magazine, January, ... Wilmott Magazine, Forthcoming. ...
Packet Level Algorithms Michael Mitzenmacher Goals of the Talk Consider algorithms/data structures for measurement/monitoring schemes at the router level.
A Simple Model of Interest Rates in the Croatian Money Market. By ... Overnight money market rate may not be the most important rate for monetary policy ...
Title: Fast Monte-Carlo Algorithms for Matrix Multiplication Author: Petros Drineas Last modified by: Petros Drineas Created Date: 9/26/2001 6:00:28 PM
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But lots of other people currently working in this area an area of research in full bloom. ... Bloom filters can handle insertions, but not deletions. ...