Скачать книгу - Evolutionary Algorithms



Evolutionary algorithms are bio-inspired algorithms based on Darwin’s theory of evolution. They are expected to provide non-optimal but good quality solutions to problems whose resolution is impracticable by exact methods. In six chapters, this book presents the essential knowledge required to efficiently implement evolutionary algorithms. Chapter 1 describes a generic evolutionary algorithm as well as the basic operators that compose it. Chapter 2 is devoted to the solving of continuous optimization problems, without constraint. Three leading approaches are described and compared on a set of test functions. Chapter 3 considers continuous optimization problems with constraints. Various approaches suitable for evolutionary methods are presented. Chapter 4 is related to combinatorial optimization. It provides a catalog of variation operators to deal with order-based problems. Chapter 5 introduces the basic notions required to understand the issue of multi-objective optimization and a variety of approaches for its application. Finally, Chapter 6 describes different approaches of genetic programming able to evolve computer programs in the context of machine learning.


Digital Video and HDTV. Algorithms and Interfaces Digital Video and HDTV. Algorithms and Interfaces

Автор: Poynton Charles

Год издания: 

Данная книга позволяет разобраться в понятиях, связанных с цифровым видео и телевидинием высокой чёткости.


What To Do When Machines Do Everything. How to Get Ahead in a World of AI, Algorithms, Bots, and Big Data What To Do When Machines Do Everything. How to Get Ahead in a World of AI, Algorithms, Bots, and Big Data

Автор: Malcolm Frank

Год издания: 

“Refreshingly thought-provoking…” – The Financial Times The essential playbook for the future of your business What To Do When Machines Do Everything is a guidebook to succeeding in the next generation of the digital economy. When systems running on Artificial Intelligence can drive our cars, diagnose medical patients, and manage our finances more effectively than humans it raises profound questions on the future of work and how companies compete. Illustrated with real-world cases, data, and insight, the authors provide clear strategic guidance and actionable steps to help you and your organization move ahead in a world where exponentially developing new technologies are changing how value is created. Written by a team of business and technology expert practitioners—who also authored Code Halos: How the Digital Lives of People, Things, and Organizations are Changing the Rules of Business—this book provides a clear path to the future of your work. The first part of the book examines the once in a generation upheaval most every organization will soon face as systems of intelligence go mainstream. The authors argue that contrary to the doom and gloom that surrounds much of IT and business at the moment, we are in fact on the cusp of the biggest wave of opportunity creation since the Industrial Revolution. Next, the authors detail a clear-cut business model to help leaders take part in this coming boom; the AHEAD model outlines five strategic initiatives—Automate, Halos, Enhance, Abundance, and Discovery—that are central to competing in the next phase of global business by driving new levels of efficiency, customer intimacy and innovation. Business leaders today have two options: be swallowed up by the ongoing technological evolution, or ride the crest of the wave to new profits and better business. This book shows you how to avoid your own extinction event, and will help you; Understand the untold full extent of technology's impact on the way we work and live. Find out where we're headed, and how soon the future will arrive Leverage the new emerging paradigm into a sustainable business advantage Adopt a strategic model for winning in the new economy The digital world is already transforming how we work, live, and shop, how we are governed and entertained, and how we manage our money, health, security, and relationships. Don't let your business—or your career—get left behind. What To Do When Machines Do Everything is your strategic roadmap to a future full of possibility and success. Or peril.


They Ask You Answer. A Revolutionary Approach to Inbound Sales, Content Marketing, and Today's Digital Consumer They Ask You Answer. A Revolutionary Approach to Inbound Sales, Content Marketing, and Today's Digital Consumer

Автор: Marcus Sheridan

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A revolutionary marketing strategy proven to drive sales and growth They Ask You Answer is a straightforward guide to fixing your current marketing strategy. Regardless of your budget, you are almost certainly overspending on television, radio, and print ads, yet neglecting the number-one resource you have at your disposal: the Internet. Content marketing is no longer about keyword-stuffing and link-building; in fact, using those tactics today gets your page shuffled to the bottom of the heap. Quality content is the key to success, and you already have the ingredients in-house. This book shows you how to structure an effective content strategy using the same proven principles that have revolutionized marketing for all types of businesses, across industries. Author Marcus Sheridan's pool company struggled after the housing collapse; today, they're one of the largest pool installers in the U.S., turning away millions of dollars in business they simply cannot accommodate every year. How did he manage it? He answered questions. This book shows you how Marcus's strategy can work for your business, and how to use your keyboard to bring customers through the door. Boost your company's web presence with methods that work Build a level of trust that generates customer evangelism Leverage your in-house resources to produce winning content Utilize tactics that work, regardless of industry or sector When people have questions, they ask a search engine. If you have answers, the right content strategy will get them to the top of the search results and seen by millions of eyes every day. Drop the marketing-speak, stop «selling,» and start answering. Be seen as an authority, not just another advertisement. They Ask You Answer describes a fresh approach to marketing and the beginning of big things for your business.


Algorithms For Dummies Algorithms For Dummies

Автор: Luca Massaron

Год издания: 

Discover how algorithms shape and impact our digital world All data, big or small, starts with algorithms. Algorithms are mathematical equations that determine what we see—based on our likes, dislikes, queries, views, interests, relationships, and more—online. They are, in a sense, the electronic gatekeepers to our digital, as well as our physical, world. This book demystifies the subject of algorithms so you can understand how important they are business and scientific decision making. Algorithms for Dummies is a clear and concise primer for everyday people who are interested in algorithms and how they impact our digital lives. Based on the fact that we already live in a world where algorithms are behind most of the technology we use, this book offers eye-opening information on the pervasiveness and importance of this mathematical science—how it plays out in our everyday digestion of news and entertainment, as well as in its influence on our social interactions and consumerism. Readers even learn how to program an algorithm using Python! Become well-versed in the major areas comprising algorithms Examine the incredible history behind algorithms Get familiar with real-world applications of problem-solving procedures Experience hands-on development of an algorithm from start to finish with Python If you have a nagging curiosity about why an ad for that hammock you checked out on Amazon is appearing on your Facebook page, you'll find Algorithm for Dummies to be an enlightening introduction to this integral realm of math, science, and business.


Machine Trading. Deploying Computer Algorithms to Conquer the Markets Machine Trading. Deploying Computer Algorithms to Conquer the Markets

Автор: Ernest Chan P.

Год издания: 

Dive into algo trading with step-by-step tutorials and expert insight Machine Trading is a practical guide to building your algorithmic trading business. Written by a recognized trader with major institution expertise, this book provides step-by-step instruction on quantitative trading and the latest technologies available even outside the Wall Street sphere. You'll discover the latest platforms that are becoming increasingly easy to use, gain access to new markets, and learn new quantitative strategies that are applicable to stocks, options, futures, currencies, and even bitcoins. The companion website provides downloadable software codes, and you'll learn to design your own proprietary tools using MATLAB. The author's experiences provide deep insight into both the business and human side of systematic trading and money management, and his evolution from proprietary trader to fund manager contains valuable lessons for investors at any level. Algorithmic trading is booming, and the theories, tools, technologies, and the markets themselves are evolving at a rapid pace. This book gets you up to speed, and walks you through the process of developing your own proprietary trading operation using the latest tools. Utilize the newer, easier algorithmic trading platforms Access markets previously unavailable to systematic traders Adopt new strategies for a variety of instruments Gain expert perspective into the human side of trading The strength of algorithmic trading is its versatility. It can be used in any strategy, including market-making, inter-market spreading, arbitrage, or pure speculation; decision-making and implementation can be augmented at any stage, or may operate completely automatically. Traders looking to step up their strategy need look no further than Machine Trading for clear instruction and expert solutions.