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Adaptive Modeler |
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Category: Various | Size: 0.76MB | Released: 02/2007
Creates agent based financial market simulation models for trading stocks, ETFs or other securities. Evolution of competing trading strategies through genetic programming and market pricing dynamics collectively generate trading signals.
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Details
Adaptive Modeler creates agent based market simulation models for analyzing historical prices of real world stocks, ETFs, currencies or other market traded securities. The agent based model simulates a financial market consisting of thousands of individual agents whose trading rules evolve through genetic programming. The evolution of trading rules combined with market pricing dynamics drives the agent population to learn to recognize and anticipate recurring price patterns while adapting to changing market behavior.
Adaptive Modeler offers an alternative approach to trading software. While most conventional trading software aims to optimize a single trading strategy by back testing on historical data, Adaptive Modeler lets a multitude of trading strategies compete and evolve in real time in a market simulation model that runs parallel to the real world market. The collective behavior of this market model is the basis for trading signals.
Advantages:
no curve fitting overfitting of historical (training) data
trading signals are based on multitude of trading strategies instead of only one or a few
trading strategies are constantly adapting to market changes instead of being static
puts user in charge of high level model evolution control instead of low level rule programming
Features:
easy to use drag and drop user interface
live charts to visualize model evolution, behavior and performance
supports custom quote intervals (intraday, daily, etc.)
Trading Simulator with hedge fund style performance overview
various return risk indicators (alpha, beta, Sharpe ratio, VaR, MAR ratio, etc.)
Historical Monte Carlo simulations
sub period returns and statistics
data export function
includes User s Guide and samples
OS Support: WinNT 4.x,Windows2000,WinXP
Keywords: agent based financial market model, genetic programming, predictive modeling, trading software, technical analysis, trading strategy, risk management, forecasting, simulation, evolution, hedge fund, trading, investment, market, model, stocks, ETF
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Adaptive Modeler
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