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Overview“Practical Applications of Evolutionary Computation to Financial Engineering” presents the state of the art techniques in Financial Engineering using recent results in Machine Learning and Evolutionary Computation. This book bridges the gap between academics in computer science and traders and explains the basic ideas of the proposed systems and the financial problems in ways that can be understood by readers without previous knowledge on either of the fields. To cement the ideas discussed in the book, software packages are offered that implement the systems described within. The book is structured so that each chapter can be read independently from the others. Chapters 1 and 2 describe evolutionary computation. The third chapter is an introduction to financial engineering problems for readers who are unfamiliar with this area. The following chapters each deal, in turn, with a different problem in the financial engineering field describing each problem in detail and focusing on solutions based on evolutionary computation. Finally, the two appendixes describe software packages that implement the solutions discussed in this book, including installation manuals and parameter explanations. Full Product DetailsAuthor: Hitoshi Iba , Claus C. AranhaPublisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K Edition: 2012 ed. Volume: 11 Dimensions: Width: 15.50cm , Height: 2.00cm , Length: 23.50cm Weight: 0.559kg ISBN: 9783642276477ISBN 10: 3642276474 Pages: 248 Publication Date: 18 February 2012 Audience: Professional and scholarly , Professional & Vocational Format: Hardback Publisher's Status: Active Availability: Manufactured on demand We will order this item for you from a manufactured on demand supplier. Table of ContentsIntroduction to Genetic Algorithms.- Advanced topics in Evolutionary Computation.- Financial Engineering.- Predicting Financial Data.- Trend Analysis.- Trading Rule Generation for Foreign Exchange (FX).- Portfolio Optimization.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |