How Can Mathematical Simulations Enhance Currency Market Predictions?

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SUMMARY

This discussion focuses on the use of mathematical simulations to enhance predictions in the currency market, specifically the euro/dollar exchange rate. The participant seeks a programmer skilled in C++ and mathematics, particularly calculus and statistics, to develop a simulation program. The conversation highlights the efficiency of market prices and the impact of irrational behavior on price deviations. The participant emphasizes the importance of simulating differential equations and suggests exploring fuzzy control methods for more flexible implementations.

PREREQUISITES
  • C++ programming language proficiency
  • Understanding of calculus and differential equations
  • Knowledge of fuzzy logic systems
  • Familiarity with currency market dynamics
NEXT STEPS
  • Research C++ libraries for mathematical simulations
  • Explore fuzzy control techniques for financial modeling
  • Study differential equations in the context of market behavior
  • Investigate existing currency market simulation tools and frameworks
USEFUL FOR

Mathematicians, financial analysts, programmers interested in currency market simulations, and anyone looking to understand the impact of irrational behavior on market prices.

datatec
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I am currenctly doing a project on the mathematics behid human interaction in the currency market. I am looking for a programmer capable of building a program to run simulations based on mathematical equations and other parameters which I will supply that can mimic a real euro/dollar market place. I would love some feedback concerning which programming language would be the most adequate and also I programmer with a good knowledge of mathematics would be perfect (calculus and statistics).

Payment can be discussed.
 
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I think it is impossible to simulate things with only known equations ? What makes you think it is possible ?
 
I don't see why it is not possible; people do it all the time.

The basic idea is that the market price is highly efficient. Dealers try and maximize their utility function with the available information. However these dealers are not all rational; irrational ones force a price deviation. My objective is to study how these deviations occur. Can we profit from them? Does this cause random price behaviour?, etc.
 
well, now i figure out how to simulate a differential equation
for example, if you have
dy/dx=x;
then you can use apen and a piece of paper to get y=1/2x^2

using c++ language, do this

for(x=0;;x++){
y=1/2*x^2;
plotpoint(x,y);
sleep(1000);
}

plotpoint is a function to draw a point. I think that is simulation.
 
There are better methods using fuzzy controls. Its easier to implement and completely flexible.
Check this one out for example,
http://www.comp.nus.edu.sg/~pris/FuzzyLogic/DemoAppIets/IPApplet/IP.html

-- AI
 
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