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Foundations of Generic Optimization: Volume 1: A Combinatorial Approach to Epist
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- Buy it nowFoundations of Generic Optimization: Volume 1: A Combinatorial Approach to Epist
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Item specifics
- Condition
- ISBN-13
- 9789048169221
- Book Title
- Foundations of Generic Optimization
- ISBN
- 9789048169221
- Publication Year
- 2010
- Series
- Mathematical Modelling: Theory and Applications Ser.
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Publication Name
- Foundations of Generic Optimization Vol. 1:A Combinatorial Approach to Epistasis
- Item Length
- 9.4in
- Publisher
- Springer Netherlands
- Item Width
- 6.3in
- Item Weight
- 17.7 Oz
- Number of Pages
- Xiii, 298 Pages
About this product
Product Information
This book deals with combinatorial aspects of epistasis, a notion that existed for years in genetics and appeared in the ?eld of evolutionary algorithms in the early 1990s. Even thoughthe'rst chapterputsepistasisintheperspective ofevolutionary algorithms and arti'cial intelligence, and applications occasionally pop up in other chapters, thisbookisessentiallyaboutmathematics, aboutcombinatorialtechniques to compute in an e'cient and mathematically elegant way what will be de'ned as normalized epistasis. Some of the material in this book ?nds its origin in the PhD theses of Hugo Van Hove [97] and Dominique Suys [95]. The sixth chapter also contains material that appeared in the dissertation of Luk Schoofs [84]. Together with that of M. Teresa Iglesias [36], these dissertations form the backbone of a decade of mathematical ventures in the world of epistasis. The authors wish to acknowledge support from the Flemish Fund of Scienti'c - search (FWO-Vlaanderen) and of the Xunta de Galicia. They also wish to explicitly mentiontheintellectualandmoralsupporttheyreceivedthroughoutthepreparation of this work from their family and their colleagues Emilio Villanueva, Jose Mar´a Barja and Arnold Beckelheimer, as well as our local T T Xpert Jan Adriaenssens.
Product Identifiers
Publisher
Springer Netherlands
ISBN-10
9048169224
ISBN-13
9789048169221
eBay Product ID (ePID)
109223240
Product Key Features
Publication Name
Foundations of Generic Optimization Vol. 1:A Combinatorial Approach to Epistasis
Format
Trade Paperback
Language
English
Publication Year
2010
Series
Mathematical Modelling: Theory and Applications Ser.
Type
Textbook
Number of Pages
Xiii, 298 Pages
Dimensions
Item Length
9.4in
Item Width
6.3in
Item Weight
17.7 Oz
Additional Product Features
Series Volume Number
20
Number of Volumes
1 Vol.
Lc Classification Number
Qa76.9.M35
Reviews
From the reviews: "This book deals with combinatorial aspects of epistasis, especially normalized epistasis, a concept that exists in genetics and evolutionary algorithms. It starts with the theory of evolutionary algorithms. This illustrative introduction makes the book readable independent on other textbooks. ... The book is very well written and presents many important and useful results. ... It shows also that difficult practical problems can only be efficiently solved by a combination of Modelling, Mathematics and Computing." (Christian Posthoff, Zentralblatt MATH, Vol. 1108 (10), 2007), From the reviews:"This book deals with combinatorial aspects of epistasis, especially normalized epistasis, a concept that exists in genetics and evolutionary algorithms. It starts with the theory of evolutionary algorithms. This illustrative introduction makes the book readable independent on other textbooks. The book is very well written and presents many important and useful results. It shows also that difficult practical problems can only be efficiently solved by a combination of Modelling, Mathematics and Computing." (Christian Posthoff, Zentralblatt MATH, Vol. 1108 (10), 2007), From the reviews:"This book deals with combinatorial aspects of epistasis, especially normalized epistasis, a concept that exists in genetics and evolutionary algorithms. It starts with the theory of evolutionary algorithms. This illustrative introduction makes the book readable independent on other textbooks. … The book is very well written and presents many important and useful results. … It shows also that difficult practical problems can only be efficiently solved by a combination of Modelling, Mathematics and Computing." (Christian Posthoff, Zentralblatt MATH, Vol. 1108 (10), 2007)
Table of Content
Genetic algorithms: a guide for absolute beginners.- Evolutionary algorithms and their theory.- Epistasis.- Examples.- Walsh transforms.- Multary epistasis.- Generalized Walsh transforms.
Copyright Date
2005
Topic
Programming / Algorithms, Computer Science, Life Sciences / Genetics & Genomics, Applied, Optimization, Discrete Mathematics
Dewey Decimal
519.62
Intended Audience
Scholarly & Professional
Dewey Edition
22
Illustrated
Yes
Genre
Computers, Science, Mathematics
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