Neural network in futures

Ultra-Low Sulfur Diesel Fuel Price: Neural Network Prediction
With the closure of two mid-Atlantic refineries, the future price of ultra-low sulfur diesel fuel (ULSD) has become newsworthy. The US Energy Information Administration (EIA) issued a report entitled “Potential Impacts of Reductions in Refinery Activity on Northeast Petroleum Markets” dated February 2012. (Good report and definitely recommended reading.) If one wished to predict the future price of ULSD, it might be useful to look into the determinants of price. A neural network model is a good place to start for a number of reasons, more of which below.
I constructed a modular neural network – one which assumes multiple input-output relationships – that uses data on refinery capacity and utilization, spot and futures prices of petroleum, spot and futures prices of other refinery products, the value of the US dollar, and time of year to predict ULSD price one month ahead. The following figure compares actual price with predicted price.

Source: The Data Leopard

VDM Verlag Dr. Mueller e.K. Applying Perceptrons to Speculation in Computer Architecture- Neural Networks in Future Microprocessors
Book (VDM Verlag Dr. Mueller e.K.)

You might also like:

Discover Sigalon Valley - Where the Tags are the Topics
Discover Sigalon Valley - Where the Tags are the Topics
Jeff Hawkins TED talks
Jeff Hawkins TED talks
Panel Discussion: The Role and Future Prospects for Math/Computational Theories
Panel Discussion: The Role and Future Prospects for Math/Computational Theories

Monday prosper reading material...

2008-08-25 09:22:48 by grativo

1. This loan will provide the necessary capital to purchase software, marketing materials and entrepreneurial educational tool taught by master entrepreneur and CEO of Nouveau Riche University, Jim Piccolo. With the ability to now focus full-time as opposed to free-time I expect to increase my income to a respectable $1,800/month.
2. Seriously folks, this loan will be used to take my Forex Trading Strategy, which is working very well, to the next level. Look at the picture in the listing. Over 150% profit in 13 days of active, 24 hour, automated trading using my software. (Turns out never traded for real money)
3. This loan will be used to help me invest 10k into a forex managed account investment fund. I am a good candidate for this loan because I am investing my own money...

No Loss Trading Plan that really works for your.

2008-01-18 20:41:56 by bfnnrgn

Are you in the Dallas, TX area? I have a trading plan that is non speculative, non directional, and generates a very high rate of return. It works everyday - all the time - with no losses - (yes) it "really" works. I have been trading the financial markets for 30 years and I understand exactly what I am doing. As a demo, I started trading a friends Forex account of just $6,000.00 on 12/20/07 and I generated a 100% return in just three weeks using leverage with no losses. Luck was not part of the success. A properly funded brokerage account will never have losses. I know it sounds unlikely but I can demonstrate and prove it "is" true. It took me most of my life to develop this technique and it did not come cheap to me. I call it my zero sum no loss trading plan and it will beat any...

Pay one way or another

2005-09-04 14:25:42 by o-lOl-o

$2000 for an online course huh. If it works for you. A few weeks is really good to actually begin to profit in live trading. Staying consistant over the long hual is the trick now. That takes discipline. Avoid the blowout sessions where a trader chases good money after bad trying to recoup losses. Or greedily jumps into a trade with little research.
I home schooled myself over about a year period. I didn't have the money to trade at the time so it really didn't matter. I was content to learn and save till I had it. I had some expenses that was a priority over forex. When I did have the extra cash not swallowed by life I had been profiting for over 6 months on paper and the transition to live was relatively seemless.
I'm getting nice returns now for almost a year live. From...

$A down ahead of US payroll data  — The West Australian
Easy Forex currency trader Anthony Botros said the currency drifted lower as traders positioned themselves ahead of the release of US non-farm payroll data on Friday night (AEST), which is expected to be weak. "Generally I think the market is a little …

Markets Live: Shares trim gains  — Sydney Morning Herald
Easy Forex currency trader Tony Darvall said the local unit is caught in a range as traders wait for next week's interest rate decision by the RBA. ''I think we were talking earlier in the week about being caught in that range, we've had expectations …

$A higher ahead of RBA rates decision  — Sky News Australia
Easy Forex currency trader Tony Darvall said the local unit is caught in a range as traders wait for next week's interest rate decision by the Reserve Bank of Australia (RBA) A rate cut to 4.0 per cent from 4.25 per cent is widely expected after March …

Ios Pr Inc Limitations and Future Trends in Neural Computation (Nato Science Series: Computer)
Book (Ios Pr Inc)
Jones & Bartlett Publishers Neuroengineering the Future: Virtual Minds and the Creation of Immortality (Computer Science)
Book (Jones & Bartlett Publishers)
Springer Grid and Distributed Computing: International Conference, GDC 2009, Held as Part of the Future Generation Information Technology Conferences, FGIT ... in Computer and Information Science)
Book (Springer)

$A down ahead of US payroll data  — Business Spectator
Easy Forex currency trader Anthony Botros said the currency drifted lower as traders positioned themselves ahead of the release of US non-farm payroll data on Friday night (Australian time), which is expected to be weak. "Generally I think the market …


Related posts:

  1. Neural Networks Clojure
  2. Neural Networks YouTube
  3. Neural Networks Pictures
  4. Neural networks using C
  5. Neural Networks in Excel