Foundations of Generic Optimization
Iglesias, M. (Universidade da Coruna); Naudts, Bart (Universiteit Antwerpen); Verschoren, Alain; Vidal, C.
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Description for Foundations of Generic Optimization
Hardback. Contains a refresher on the linear algebra used in the text as well as an elementary introductory chapter on genetic algorithms. This monograph is suitable for graduate and advanced undergraduate students in mathematics and computer science, as well as researchers working in the domains of optimization, artificial intelligence, and others. Series: Mathematical Modelling: Theory and Applications. Num Pages: 311 pages, biography. BIC Classification: PBU. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 19. Weight in Grams: 1370.
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]. ... Read more
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]. ... Read more
Product Details
Format
Hardback
Publication date
2005
Publisher
Springer-Verlag New York Inc. United States
Number of pages
311
Condition
New
Series
Mathematical Modelling: Theory and Applications
Number of Pages
298
Place of Publication
New York, NY, United States
ISBN
9781402036668
SKU
V9781402036668
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Foundations of Generic Optimization
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 ... Read more