Cybernetic Trading Strategies

Cybernetic Trading Strategies PDF

Author: Murray A. Ruggiero

Publisher: John Wiley & Sons

Published: 1997-07-01

Total Pages: 344

ISBN-13: 9780471149200

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Ein Überblick über die aktuellsten Technologien zum Aufbau einer Handelsstrategie: neuronale Netzwerke, genetische Algorithmen, Expertensysteme, Fuzzy logic und statistische Mustererkennung. Gezeigt wird, wie diese neuen Methoden in klassische Analysenverfahren integriert werden können. Auch Erläuterungen zur Prüfung und Bewertung existierender Systeme kommen nicht zu kurz.

An Introduction to Algorithmic Trading

An Introduction to Algorithmic Trading PDF

Author: Edward Leshik

Publisher: John Wiley & Sons

Published: 2011-04-04

Total Pages: 273

ISBN-13: 0470689544

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Interest in algorithmic trading is growing massively – it’s cheaper, faster and better to control than standard trading, it enables you to ‘pre-think’ the market, executing complex math in real time and take the required decisions based on the strategy defined. We are no longer limited by human ‘bandwidth’. The cost alone (estimated at 6 cents per share manual, 1 cent per share algorithmic) is a sufficient driver to power the growth of the industry. According to consultant firm, Aite Group LLC, high frequency trading firms alone account for 73% of all US equity trading volume, despite only representing approximately 2% of the total firms operating in the US markets. Algorithmic trading is becoming the industry lifeblood. But it is a secretive industry with few willing to share the secrets of their success. The book begins with a step-by-step guide to algorithmic trading, demystifying this complex subject and providing readers with a specific and usable algorithmic trading knowledge. It provides background information leading to more advanced work by outlining the current trading algorithms, the basics of their design, what they are, how they work, how they are used, their strengths, their weaknesses, where we are now and where we are going. The book then goes on to demonstrate a selection of detailed algorithms including their implementation in the markets. Using actual algorithms that have been used in live trading readers have access to real time trading functionality and can use the never before seen algorithms to trade their own accounts. The markets are complex adaptive systems exhibiting unpredictable behaviour. As the markets evolve algorithmic designers need to be constantly aware of any changes that may impact their work, so for the more adventurous reader there is also a section on how to design trading algorithms. All examples and algorithms are demonstrated in Excel on the accompanying CD ROM, including actual algorithmic examples which have been used in live trading.

Building Winning Trading Systems with Tradestation

Building Winning Trading Systems with Tradestation PDF

Author: George Pruitt

Publisher: John Wiley & Sons

Published: 2012-08-15

Total Pages: 421

ISBN-13: 1118239725

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The updated edition of the guide to building trading systems that can keep pace with the market The stock market is constantly evolving, and coupled with the new global economic landscape, traders need to radically rethink the way they do business at home and abroad. Enter Building Winning Trading Systems, Second Edition, the all-new incarnation of the established text on getting the most out of the trading world. With technology now a pervasive element of every aspect of trading, the issue has become how to create a new system that meets the demands of the altered financial climate, and how to make it work. Giving voice to the question on every trader and investor's lips, the book asks, "How can we build a trading system that will be paramount for our increasingly stressed markets?" The answer? Establish mechanical trading systems that remove human emotion from the equation and form the cornerstone of a complete trading plan and with greater agility, characteristics that are more important than ever given the kinetic pace of the markets. Presents an all-new strategy for trading systems that will show traders how to create systems that will work in the twenty first century Expert advice from highly respected trading authority, George Pruitt Includes a new website featuring updated TradeStation code and shows how to use the world's best investment software platform to develop and utilize trading systems that really work Once again paving the way for traders who want to adapt to their environment, Building Winning Trading Systems, Second Edition combines expertise in indicator design and system building in one indispensable volume.

Cybernetic Analysis for Stocks and Futures

Cybernetic Analysis for Stocks and Futures PDF

Author: John F. Ehlers

Publisher: John Wiley & Sons

Published: 2011-01-06

Total Pages: 274

ISBN-13: 1118045726

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Cutting-edge insight from the leader in trading technology In Cybernetic Analysis for Stocks and Futures, noted technical analyst John Ehlers continues to enlighten readers on the art of predicting the market based on tested systems. With application of his engineering expertise, Ehlers explains the latest, most advanced techniques that help traders predict stock and futures markets with surgical precision. Unique new indicators and automatic trading systems are described in text as well as Easy Language and EFS code. The approaches are universal and robust enough to be applied to a full range of market conditions. John F. Ehlers (Santa Barbara, CA) is President of MESA Software (www.mesasoftware.com) and has also written Rocket Science for Traders (0-471-40567-1) as well as numerous articles for Futures and Technical Analysis of Stocks & Commodities magazines.

Automated Trading with Genetic-Algorithm Neural-Network Risk Cybernetics

Automated Trading with Genetic-Algorithm Neural-Network Risk Cybernetics PDF

Author: Lanz Chan

Publisher:

Published: 2015

Total Pages: 28

ISBN-13:

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Recent years have witnessed the advancement of automated algorithmic trading systems as institutional solutions in the form of autobots, black box or expert advisors. However, little research has been done in this area with sufficient evidence to show the efficiency of these systems. This paper builds an automated trading system which implements an optimized genetic-algorithm neural-network (GANN) model with cybernetic concepts and evaluates the success using a modified value-at-risk (MVaR) framework. The cybernetic engine includes a circular causal feedback control feature and a developed golden-ratio estimator, which can be applied to any form of market data in the development of risk-pricing models. The paper applies the Euro and Yen forex rates as data inputs. It is shown that the technique is useful as a trading and volatility control system for institutions including central bank monetary policy as a risk-minimizing strategy. Furthermore, the results are achieved within a 30-second timeframe for an intra-week trading strategy, offering relatively low latency performance. The results show that risk exposures are reduced by four to five times with a maximum possible success rate of 96%, providing evidence for further research and development in this area.

The Ultimate Algorithmic Trading System Toolbox + Website

The Ultimate Algorithmic Trading System Toolbox + Website PDF

Author: George Pruitt

Publisher: John Wiley & Sons

Published: 2016-06-20

Total Pages: 374

ISBN-13: 111909657X

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The accessible, beneficial guide to developing algorithmic trading solutions The Ultimate Algorithmic Trading System Toolbox is the complete package savvy investors have been looking for. An integration of explanation and tutorial, this guide takes you from utter novice to out-the-door trading solution as you learn the tools and techniques of the trade. You'll explore the broad spectrum of today's technological offerings, and use several to develop trading ideas using the provided source code and the author's own library, and get practical advice on popular software packages including TradeStation, TradersStudio, MultiCharts, Excel, and more. You'll stop making repetitive mistakes as you learn to recognize which paths you should not go down, and you'll discover that you don't need to be a programmer to take advantage of the latest technology. The companion website provides up-to-date TradeStation code, Excel spreadsheets, and instructional video, and gives you access to the author himself to help you interpret and implement the included algorithms. Algorithmic system trading isn't really all that new, but the technology that lets you program, evaluate, and implement trading ideas is rapidly evolving. This book helps you take advantage of these new capabilities to develop the trading solution you've been looking for. Exploit trading technology without a computer science degree Evaluate different trading systems' strengths and weaknesses Stop making the same trading mistakes over and over again Develop a complete trading solution using provided source code and libraries New technology has enabled the average trader to easily implement their ideas at very low cost, breathing new life into systems that were once not viable. If you're ready to take advantage of the new trading environment but don't know where to start, The Ultimate Algorithmic Trading System Toolbox will help you get on board quickly and easily.

Algorithmic Trading - Algorithmic Trading Strategies - Compendium: Volumes 21 To 40

Algorithmic Trading - Algorithmic Trading Strategies - Compendium: Volumes 21 To 40 PDF

Author: M. Schoeffel

Publisher: CreateSpace

Published: 2012-03-01

Total Pages: 156

ISBN-13: 9781475051629

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This third book from the Fudancy research group is a compendium of the volumes 21 to 40 of our kindle editions. Practitioners of algorithmic finance and trading-strategy makers will find in this compendium a wide range of ideas and results always expressed in a simple and easily readable way. Our results are rooted on solid academic issues which are developed in this series. From this basis, we can show how to move from the rational arguments towards the practice of markets with completely defined working codes on major futures on commodities, DAX, Euro, Pound and FOREX. While reading this book, you will get a full understanding of market equations at intra-day scales, how to convert these equations into strategies, bootstrapping, over-fitting issues, stress-tests as well as advanced techniques like factorial moments and multivariate analysis.

Building Winning Algorithmic Trading Systems

Building Winning Algorithmic Trading Systems PDF

Author: Kevin J. Davey

Publisher: John Wiley & Sons

Published: 2014-06-11

Total Pages: 294

ISBN-13: 111877888X

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Develop your own trading system with practical guidance and expert advice In Building Algorithmic Trading Systems: A Trader's Journey From Data Mining to Monte Carlo Simulation to Live Training, award-winning trader Kevin Davey shares his secrets for developing trading systems that generate triple-digit returns. With both explanation and demonstration, Davey guides you step-by-step through the entire process of generating and validating an idea, setting entry and exit points, testing systems, and implementing them in live trading. You'll find concrete rules for increasing or decreasing allocation to a system, and rules for when to abandon one. The companion website includes Davey's own Monte Carlo simulator and other tools that will enable you to automate and test your own trading ideas. A purely discretionary approach to trading generally breaks down over the long haul. With market data and statistics easily available, traders are increasingly opting to employ an automated or algorithmic trading system—enough that algorithmic trades now account for the bulk of stock trading volume. Building Algorithmic Trading Systems teaches you how to develop your own systems with an eye toward market fluctuations and the impermanence of even the most effective algorithm. Learn the systems that generated triple-digit returns in the World Cup Trading Championship Develop an algorithmic approach for any trading idea using off-the-shelf software or popular platforms Test your new system using historical and current market data Mine market data for statistical tendencies that may form the basis of a new system Market patterns change, and so do system results. Past performance isn't a guarantee of future success, so the key is to continually develop new systems and adjust established systems in response to evolving statistical tendencies. For individual traders looking for the next leap forward, Building Algorithmic Trading Systems provides expert guidance and practical advice.

How to Develop a Profitable Trading Strategy

How to Develop a Profitable Trading Strategy PDF

Author: Heikin Ashi Trader

Publisher: DAO PRESS

Published: 2017-02-14

Total Pages: 107

ISBN-13:

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How to Develop a Profitable Trading Strategy Why You Should Do the Opposite of What the Majority of Traders are Trying to Do Traders become active in the stock market for no other reason than to collect points, ticks and pips. As much as possible and as fast as possible. Everything else is pastime and useless analysis. Traders therefore need a method, a system that does exactly that: accumulating small profits permanently, which eventually adds up to a considerable plus in the account. For this to happen, the author takes the classic recommendation "cut your losses and let your profits run" under the magnifying glass. In this book, he does the opposite of this well-meaning advice: keep profits as small as possible and choose losses as great as possible. In the second part of the book, he is investigating a strategy that works with this premise. And the historical backtesting gives him right. When traders do the opposite of what the crowd is trying to do, they finally have success! Table of Contents Part 1: Do the Opposite of What the Crowd of Traders is Trying to Do! 1. What Traders Can Learn from Automatic Trading Systems 2. Do the Opposite of What is in the Trading Books Assertion 1: Cut your Losses and Let your Profits Run Assertion 2: Try to Achieve a Good Risk Reward Ratio Assertion 3: You only Need a Hit Rate of 33.33% 3. Aim for a High Hit Rate 4. Why Trading Strategies with "Good" RRRs Are Usually Unsuccessful 5. Praise of the Take Profit Order 6. Praise of the Automatic Entry Part 2: Trading Strategies with a Small Price Target and a Wide Stop Test 1: German Bund Future, Crossing Moving Average Strategy Test 2: E-Mini, Crossing Moving Average Strategy 1 Test 3: E-Mini, Crossing Moving Average Strategy 2 Conclusion Glossary More Books by Heikin Ashi Trader About the Author

Trading Systems and Methods, + Website

Trading Systems and Methods, + Website PDF

Author: Perry J. Kaufman

Publisher: John Wiley & Sons

Published: 2013-01-29

Total Pages: 1232

ISBN-13: 1118043561

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The ultimate guide to trading systems, fully revised and updated For nearly thirty years, professional and individual traders have turned to Trading Systems and Methods for detailed information on indicators, programs, algorithms, and systems, and now this fully revised Fifth Edition updates coverage for today's markets. The definitive reference on trading systems, the book explains the tools and techniques of successful trading to help traders develop a program that meets their own unique needs. Presenting an analytical framework for comparing systematic methods and techniques, this new edition offers expanded coverage in nearly all areas, including trends, momentum, arbitrage, integration of fundamental statistics, and risk management. Comprehensive and in-depth, the book describes each technique and how it can be used to a trader's advantage, and shows similarities and variations that may serve as valuable alternatives. The book also walks readers through basic mathematical and statistical concepts of trading system design and methodology, such as how much data to use, how to create an index, risk measurements, and more. Packed with examples, this thoroughly revised and updated Fifth Edition covers more systems, more methods, and more risk analysis techniques than ever before. The ultimate guide to trading system design and methods, newly revised Includes expanded coverage of trading techniques, arbitrage, statistical tools, and risk management models Written by acclaimed expert Perry J. Kaufman Features spreadsheets and TradeStation programs for a more extensive and interactive learning experience Provides readers with access to a companion website loaded with supplemental materials Written by a global leader in the trading field, Trading Systems and Methods, Fifth Edition is the essential reference to trading system design and methods updated for a post-crisis trading environment.