An Introduction to Genetic Algorithms phần 9 doc

... Conference on Genetic Algorithms. Morgan Kaufmann. Davis, L., ed. 198 7. Genetic Algorithms and Simulated Annealing. Morgan Kaufmann. Davis, L., ed. 198 7. Handbook of Genetic Algorithms. Van Nostrand Reinhold. Eshelman, ... 199 0, de la Maza and Tidor 199 1 and 199 3, and Priigel−Bennett and Shapiro 199 4. A typical implementation is to assign to each individual i an expected...

Ngày tải lên: 09/08/2014, 12:22

... Building Block Hypothesis (Goldberg 198 9a). (For work on quantifying this "constructive" power of crossover, see Holland 197 5, Thierens and Goldberg 199 3, and Spears 199 3.) In evaluating a population ... done on the theoretical foundations of GAs (see, e.g., Holland 197 5; Goldberg 198 9a; Rawlins 199 1; Whitley 199 3b; Whitley and Vose 199 5). Chapter 4 describes some of this w...

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... in Kitano 199 4. More ambitious approaches to grammatical encoding have been tried by Gruau ( 199 2) and Belew ( 199 3). Evolving a Learning Rule David Chalmers ( 199 0) took the idea of applying genetic ... performance. (For overviews of neural networks and their applications, see Rumelhart et al. 198 6, McClelland et al. 198 6, and Hertz, Krogh, and Palmer 199 1.) There are many ways...

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... focus of theoretical work on GAs. (See, e.g., Das and Whitley 199 1; Deb and Goldberg 199 3; Goldberg 198 9c; Liepins and Vose 199 0, 199 1; Whitley 199 1.) It should be noted that the study of GA deception ... recent papers have questioned the relevance of schema analysis to the understanding of real GAs (e.g., Grefenstette 199 3; Mason 199 3; Peck and Dhawan 199 3). Here I will focus on...

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... still an open question for GAs. (For more technical comparisons of different selection methods, see Goldberg and Deb 199 1, Bäck and Hoffmeister 199 1, de la Maza and Tidor 199 3, and Hancock 199 4.) Fitness−Proportionate ... in a set to increase or decrease. Other work along these lines has been done by Schaefer ( 198 7), Harp and Samad ( 199 1), Harvey ( 199 2), Schraudolph and Belew (...

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... Foundations of Genetic Algorithms 2. Morgan Kaufmann. Whitley, L. D., ed. 199 3b. Foundations of Genetic Algorithms 2.Morgan Kaufmann. Whitley, L. D., and Schaffer, J. D., eds., 199 2. COGANN 92 : International ... Genetic Algorithms. Morgan Kaufmann. Jones, T., and Forrest, S. 199 3. An Introduction to SFI Echo. Working Paper 93 −12−074, Santa Fe Institute. Kinnear, K. E. J...

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... to goals" methods such as branch−and−bound and A*. For descriptions of these and other search methods see Winston 199 2, Glover 198 9 and 199 0, and Kirkpatrick, Gelatt, and Vecchi 198 3. "Steepest−ascent" ... Introduction to Genetic Algorithms Mitchell Melanie A Bradford Book The MIT Press Cambridge, Massachusetts • London, England Fifth printing, 199 9 First MIT Pre...

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... recent research. Koza ( 199 2, 199 4) has developed methods for encapsulation and automatic definition of functions. Angeline and Pollack ( 199 2) and O'Reilly and Oppacher ( 199 2) have proposed other ... Hraber, and Crutchfield 199 3; Mitchell, Crutchfield, and Hraber 199 4a; Crutchfield and Mitchell 199 4; Das, Mitchell, and Crutchfield 199 4). This project has elements of both probl...

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... Curtsinger 199 0 or Otto 199 1), but Collins and Jefferson's is one of the few to use a microanalytic method based on a genetic algorithm. (For other GA−based models, see Miller and Todd 199 3, Todd and ... "Lamarckian" learning to the GA, and in some cases it produces significant improvements in GA performance (see Grefenstette 199 1a; Ackley and Littman 199 4; Hart and...

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... GAs (see, e.g., Goldberg 198 7; Goldberg and Segrest 198 7; Davis and Principe 199 1; Vose and Liepins 199 1; Nix and Vose 199 1; Horn 199 3; Vose 199 3; Whitley 199 3a). These exact models capture every ... Schraudolph and Belew ( 199 2), Das and Whitley ( 199 1), and Schaffer, Eshelman, and Offutt ( 199 1), among others. An Idealized Genetic Algorithm Why would we ever expect a GA to...

Ngày tải lên: 09/08/2014, 12:22