Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-08 Thread Michael
Thanks folks! After digging further on the Internet, I have the following questions: Q1: I read the following article: http://cran.r-project.org/web/packages/DEoptim/vignettes/DEoptimPortfolioOptimization.pdf It seems that there are a bunch of parameters in this optimizer and the results are

Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-08 Thread Luna
Thanks Brian. Those are very good points! I concur with Brian. Hence my Q4: What's a good objective function for using with any optimizer? Intuitively there should be at least two objectives: 1. In the past (in-sample data), the performance should be the best (be it Sharpe, or MDD, etc.) 2.

Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-08 Thread Patrick Burns
Comments inline. On 08/03/2012 18:16, Michael wrote: Thanks folks! After digging further on the Internet, I have the following questions: Q1: I read the following article: http://cran.r-project.org/web/packages/DEoptim/vignettes/DEoptimPortfolioOptimization.pdf It seems that there are a

Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-08 Thread Daniel Cegiełka
Let me add my two cents. Old Max Dama blog (mirror): http://smartdatacollective.com/maxdama/22571/voodoo-spectrum-machine-learning-and-data-sets Optimization is good to examine the sensitivity of the model and the selection of appropriate parameters - this is useful. But playing with the

Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-08 Thread Patrick Burns
Yes, serious chance of doing it poorly without years of intense work. On 08/03/2012 19:14, Daniel Cegiełka wrote: Let me add my two cents. Old Max Dama blog (mirror): http://smartdatacollective.com/maxdama/22571/voodoo-spectrum-machine-learning-and-data-sets Optimization is good to examine

Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-08 Thread Ulrich Staudinger
Hey guys, just some netiquette rant from my side ... If you reply to an email, I would prefer that people cut the original post to a necessary minimum instead of including all these other lines in it. I find it extremely annoying when my gmail page is filled with quoted lines and here and there

Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-08 Thread Roupell, Darko
Subject: Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R? Yes, serious chance of doing it poorly without years of intense work. On 08/03/2012 19:14, Daniel Cegiełka wrote: Let me add my two cents. Old Max Dama blog (mirror): http://smartdatacollective.com

Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-08 Thread Michael
-project.org] On Behalf Of Patrick Burns Sent: Friday, 9 March 2012 6:24 AM To: Daniel Cegiełka Cc: r-sig-finance@r-project.org Subject: Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R? Yes, serious chance of doing it poorly without years of intense work

Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-08 Thread Michael
I have a quick question regarding all these iterative methods though: Genetic algo is an iterative optimizer and the number of iterations is a parameter. Many similar algos exist. For example, neural networks, clustering(K-means), etc. Even the simplest one - the robust linear regression is an

Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-08 Thread Enrico Schumann
Am 08.03.2012 19:16, schrieb Michael: Thanks folks! After digging further on the Internet, I have the following questions: Q1: I read the following article: http://cran.r-project.org/web/packages/DEoptim/vignettes/DEoptimPortfolioOptimization.pdf It seems that there are a bunch of

Re: [R-SIG-Finance] Are there genetic algorithm for trading strategy evolution in R?

2012-03-07 Thread Sofian Hadiwijaya
how about quantmod library.. On Wed, Mar 7, 2012 at 10:30 PM, Michael comtech@gmail.com wrote: Hi all, Good morning, good afternoon and good evening! Could anybody please kindly point me to resources in R which shows about how to use Genetic algorithm to evolve trading strategies? I