0 Read eBook for: evolution in computational intelligence [PDF]

Evolutionary Computation

Evolutionary Computation PDF

Get This Book

Author: David B. Fogel
Publisher: John Wiley & Sons
ISBN: 0471749206
Size: 20.97 MB
Format: PDF, ePub
Category : Technology & Engineering
Languages : en
Pages : 384
View: 4848


This Third Edition provides the latest tools and techniques thatenable computers to learn The Third Edition of this internationally acclaimed publicationprovides the latest theory and techniques for using simulatedevolution to achieve machine intelligence. As a leading advocatefor evolutionary computation, the author has successfullychallenged the traditional notion of artificial intelligence, whichessentially programs human knowledge fact by fact, but does nothave the capacity to learn or adapt as evolutionary computationdoes. Readers gain an understanding of the history of evolutionarycomputation, which provides a foundation for the author's thoroughpresentation of the latest theories shaping current research.Balancing theory with practice, the author provides readers withthe skills they need to apply evolutionary algorithms that cansolve many of today's intransigent problems by adapting to newchallenges and learning from experience. Several examples areprovided that demonstrate how these evolutionary algorithms learnto solve problems. In particular, the author provides a detailedexample of how an algorithm is used to evolve strategies forplaying chess and checkers. As readers progress through the publication, they gain anincreasing appreciation and understanding of the relationshipbetween learning and intelligence. Readers familiar with theprevious editions will discover much new and revised material thatbrings the publication thoroughly up to date with the latestresearch, including the latest theories and empirical properties ofevolutionary computation. The Third Edition also features new knowledge-building aids.Readers will find a host of new and revised examples. New questionsat the end of each chapter enable readers to test their knowledge.Intriguing assignments that prepare readers to manage challenges inindustry and research have been added to the end of each chapter aswell. This is a must-have reference for professionals in computer andelectrical engineering; it provides them with the very latesttechniques and applications in machine intelligence. With itsquestion sets and assignments, the publication is also recommendedas a graduate-level textbook.

Computational Intelligence

Computational Intelligence PDF

Get This Book

Author: Andries P. Engelbrecht
Publisher: John Wiley & Sons
ISBN: 9780470512500
Size: 12.44 MB
Format: PDF
Category : Technology & Engineering
Languages : en
Pages : 628
View: 6917


Computational Intelligence: An Introduction, Second Edition offers an in-depth exploration into the adaptive mechanisms that enable intelligent behaviour in complex and changing environments. The main focus of this text is centred on the computational modelling of biological and natural intelligent systems, encompassing swarm intelligence, fuzzy systems, artificial neutral networks, artificial immune systems and evolutionary computation. Engelbrecht provides readers with a wide knowledge of Computational Intelligence (CI) paradigms and algorithms; inviting readers to implement and problem solve real-world, complex problems within the CI development framework. This implementation framework will enable readers to tackle new problems without any difficulty through a single Java class as part of the CI library. Key features of this second edition include: A tutorial, hands-on based presentation of the material. State-of-the-art coverage of the most recent developments in computational intelligence with more elaborate discussions on intelligence and artificial intelligence (AI). New discussion of Darwinian evolution versus Lamarckian evolution, also including swarm robotics, hybrid systems and artificial immune systems. A section on how to perform empirical studies; topics including statistical analysis of stochastic algorithms, and an open source library of CI algorithms. Tables, illustrations, graphs, examples, assignments, Java code implementing the algorithms, and a complete CI implementation and experimental framework. Computational Intelligence: An Introduction, Second Edition is essential reading for third and fourth year undergraduate and postgraduate students studying CI. The first edition has been prescribed by a number of overseas universities and is thus a valuable teaching tool. In addition, it will also be a useful resource for researchers in Computational Intelligence and Artificial Intelligence, as well as engineers, statisticians, operational researchers, and bioinformaticians with an interest in applying AI or CI to solve problems in their domains. Check out http://www.ci.cs.up.ac.za for examples, assignments and Java code implementing the algorithms.

Artificial Intelligence In Finance

Artificial Intelligence in Finance PDF

Get This Book

Author: Yves Hilpisch
Publisher: O'Reilly Media
ISBN: 1492055409
Size: 21.20 MB
Format: PDF, Mobi
Category : Business & Economics
Languages : en
Pages : 478
View: 5616


The widespread adoption of AI and machine learning is revolutionizing many industries today. Once these technologies are combined with the programmatic availability of historical and real-time financial data, the financial industry will also change fundamentally. With this practical book, you'll learn how to use AI and machine learning to discover statistical inefficiencies in financial markets and exploit them through algorithmic trading. Author Yves Hilpisch shows practitioners, students, and academics in both finance and data science practical ways to apply machine learning and deep learning algorithms to finance. Thanks to lots of self-contained Python examples, you'll be able to replicate all results and figures presented in the book. In five parts, this guide helps you: Learn central notions and algorithms from AI, including recent breakthroughs on the way to artificial general intelligence (AGI) and superintelligence (SI) Understand why data-driven finance, AI, and machine learning will have a lasting impact on financial theory and practice Apply neural networks and reinforcement learning to discover statistical inefficiencies in financial markets Identify and exploit economic inefficiencies through backtesting and algorithmic trading--the automated execution of trading strategies Understand how AI will influence the competitive dynamics in the financial industry and what the potential emergence of a financial singularity might bring about

Computational Intelligence In Optimization

Computational Intelligence in Optimization PDF

Get This Book

Author: Yoel Tenne
Publisher: Springer Science & Business Media
ISBN: 9783642127755
Size: 37.51 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 412
View: 1658


This collection of recent studies spans a range of computational intelligence applications, emphasizing their application to challenging real-world problems. Covers Intelligent agent-based algorithms, Hybrid intelligent systems, Machine learning and more.

Introduction To Evolutionary Algorithms

Introduction to Evolutionary Algorithms PDF

Get This Book

Author: Xinjie Yu
Publisher: Springer Science & Business Media
ISBN: 9781849961295
Size: 60.72 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 422
View: 7266


Evolutionary algorithms are becoming increasingly attractive across various disciplines, such as operations research, computer science, industrial engineering, electrical engineering, social science and economics. Introduction to Evolutionary Algorithms presents an insightful, comprehensive, and up-to-date treatment of evolutionary algorithms. It covers such hot topics as: • genetic algorithms, • differential evolution, • swarm intelligence, and • artificial immune systems. The reader is introduced to a range of applications, as Introduction to Evolutionary Algorithms demonstrates how to model real world problems, how to encode and decode individuals, and how to design effective search operators according to the chromosome structures with examples of constraint optimization, multiobjective optimization, combinatorial optimization, and supervised/unsupervised learning. This emphasis on practical applications will benefit all students, whether they choose to continue their academic career or to enter a particular industry. Introduction to Evolutionary Algorithms is intended as a textbook or self-study material for both advanced undergraduates and graduate students. Additional features such as recommended further reading and ideas for research projects combine to form an accessible and interesting pedagogical approach to this widely used discipline.

Advances In Artificial Intelligence

Advances in Artificial Intelligence PDF

Get This Book

Author: Canadian Society for Computational Studies of Intelligence. Conference
Publisher:
ISBN:
Size: 18.15 MB
Format: PDF, Kindle
Category : Artificial intelligence
Languages : en
Pages :
View: 5384



Computational Intelligence In Control

Computational Intelligence in Control PDF

Get This Book

Author: Mohammadian, Masoud
Publisher: IGI Global
ISBN: 9781591400790
Size: 11.47 MB
Format: PDF, Docs
Category : Education
Languages : en
Pages : 348
View: 1875


The problem of controlling uncertain dynamic systems, which are subject to external disturbances, uncertainty and sheer complexity is of considerable interest in computer science, operations research and business domains. Computational Intelligence in Control is a repository for the theory and applications of intelligent systems techniques.

Deutsche Nationalbibliografie

Deutsche Nationalbibliografie PDF

Get This Book

Author:
Publisher:
ISBN:
Size: 15.63 MB
Format: PDF, Kindle
Category : German imprints
Languages : de
Pages :
View: 7278



Introduction To Evolutionary Computing

Introduction to Evolutionary Computing PDF

Get This Book

Author: A.E. Eiben
Publisher: Springer Science & Business Media
ISBN: 9783540401841
Size: 37.66 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 300
View: 640


The first complete overview of evolutionary computing, the collective name for a range of problem-solving techniques based on principles of biological evolution, such as natural selection and genetic inheritance. The text is aimed directly at lecturers and graduate and undergraduate students. It is also meant for those who wish to apply evolutionary computing to a particular problem or within a given application area. The book contains quick-reference information on the current state-of-the-art in a wide range of related topics, so it is of interest not just to evolutionary computing specialists but to researchers working in other fields.

Uncertainty In Artificial Intelligence

Uncertainty in Artificial Intelligence PDF

Get This Book

Author:
Publisher:
ISBN:
Size: 70.97 MB
Format: PDF, Kindle
Category : Artificial intelligence
Languages : en
Pages :
View: 439



The Talking Heads Experiment Origins Of Words And Meanings

The talking heads experiment   origins of words and meanings PDF

Get This Book

Author: Luc Steels
Publisher:
ISBN: 9783944675763
Size: 29.20 MB
Format: PDF, Mobi
Category :
Languages : en
Pages : 392
View: 887


The Talking Heads Experiment, conducted in the years 1999-2001, was the first large-scale experiment in which open populations of situated embodied agents created for the first time ever a new shared vocabulary by playing language games about real world scenes in front of them. The agents could teleport to different physical sites in the world through the Internet. Sites, in Antwerp, Brussels, Paris, Tokyo, London, Cambridge and several other locations were linked into the network. Humans could interact with the robotic agents either on site or remotely through the Internet and thus influence the evolving ontologies and languages of the artificial agents. The present book describes in detail the motivation, the cognitive mechanisms used by the agents, the various installations of the Talking Heads, the experimental results that were obtained, and the interaction with humans. It also provides a perspective on what happened in the field after these initial groundbreaking experiments. The book is invaluable reading for anyone interested in the history of agent-based models of language evolution and the future of Artificial Intelligence.

Evolution Z

Evolution Z PDF

Get This Book

Author: David Bourne
Publisher: neobooks Self-Publishing
ISBN: 3738026541
Size: 15.94 MB
Format: PDF, ePub
Category : Fiction
Languages : de
Pages : 106
View: 3966


Evolution Z - Stufe Eins! Ein Zombie-Thriller im Stile von „The Walking Dead“ Nach einem dramatischen Flugzeugabsturz in der Wildnis von Maine denken die Überlebenden des Augusta Airline Fluges 303, sie hätten das Schlimmste überstanden. Captain Raymond Thompson organisiert die Gruppe und bemüht sich um Hilfe, doch es wird schnell klar, dass es die Welt wie wir sie kennen nicht mehr gibt. Alles scheint aus den Fugen zu geraten und niemand weiß, wo die Katastrophe ihren Ursprung hat. Nur eine elementare Wahrheit wird der Gruppe schnell klar: Machst du einen Fehler, bezahlst du mit dem Leben und wirst wie "Sie"... Ein absolutes Muss für alle Fans von „The Walking Dead“! Über 35 5-Sterne-Bewertungen auf Amazon! Das sagen die Leser: "Spannendes und süchtig machendes Buch :) Man kann sich alles Bildlich vorstellen und fällt sofort in die Welt der Geschichte. auf alle Fälle weiter zu empfehlen." Tom "Ein unfassbar gutes und spannendes Buch. Als wenig Leser, hat es mich in seinen Bann gerissen und ich freue mich auf mehr!" andrea schulz "Ich habe das Buch fast in einem durch gelesen und war enttäuscht als es plötzlich schon zu Ende war. Flüssig und sehr spannend erzählt. Sehr zu empfehlen auch für nicht-zombie-fans" Kerstin Pranga-Ullrich "Über den Inhalt des Buches selber möchte ich gar nichts weiter sagen, denn hier lohnt sich das lesen dieses Buches auf jeden Fall! Es hat von Anfang bis Ende Spaß gemacht, es zu lesen. Es war einfach spannend und hat gefesselt. Auch in die anfänglich scheinbar voneinander unabhängigen Kapitel konnte man sich schnell reinfinden und hatte schnell ein klares Bild der einzelnen Protagonisten vor Augen. Man merkte dem Autoren seine Schreibfreude an und war schnell in seiner Welt gefangen. Auch die umgehende nette Antwort des Autoren mit dem Bonuskapitel im Anhang hat eigentlich ein extra Stern verdient! Ich warte ganz gespannt auf am liebsten ganz viele weitere Bände dieser Reihe - denn einzig allein das offene Ende lässt einen etwas unbefriedigt zurück ?? Denn hier muss man ganz klar sagen, hat der Autor sich wirklich die Grundlagen für noch unendlich viel Stoff gelegt. Hervorragend!!!" annika

Back to Top