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Fitness Landscape | Norvig | Norvig I 155 Fitness landscape/Norvig/Russell: Work by Sewall Wright (1931)(1) on the concept of a fitness landscape was an important precursor to the development of genetic algorithms. >Optimization, >Genetic algorithms, >Local minima, >Search algorithms. In the 1950s, several statisticians, including Box (1957)(2) and Friedman (1959)(3), used evolutionary techniques for optimization problems, but it wasn’t until Rechenberg (1965)(4) introduced evolution strategies to solve optimization problems for airfoils that the approach gained popularity. 1. Wright, S. (1931). Evolution in Mendelian populations. Genetics, 16, 97–159. 2. Box, G. E. P. (1957). Evolutionary operation: A method of increasing industrial productivity. Applied Statistics, 6, 81–101. 3. Friedman, G. J. (1959). Digital simulation of an evolutionary process. General Systems Yearbook, 4, 171–184. 4. Rechenberg, I. (1965). Cybernetic solution path of an experimental problem. Library translation 1122, Royal Aircraft Establishment |
Norvig I Peter Norvig Stuart J. Russell Artificial Intelligence: A Modern Approach Upper Saddle River, NJ 2010 |
Fitness Landscape | Russell | Norvig I 155 Fitness landscape/Norvig/Russell: Work by Sewall Wright (1931)(1) on the concept of a fitness landscape was an important precursor to the development of genetic algorithms. >Optimization, >Genetic algorithms, >Local minima, >Search algorithms. In the 1950s, several statisticians, including Box (1957)(2) and Friedman (1959)(3), used evolutionary techniques for optimization problems, but it wasn’t until Rechenberg (1965)(4) introduced evolution strategies to solve optimization problems for airfoils that the approach gained popularity. 1. Wright, S. (1931). Evolution in Mendelian populations. Genetics, 16, 97–159. 2. Box, G. E. P. (1957). Evolutionary operation: A method of increasing industrial productivity. Applied Statistics, 6, 81–101. 3. Friedman, G. J. (1959). Digital simulation of an evolutionary process. General Systems Yearbook, 4, 171–184. 4. Rechenberg, I. (1965). Cybernetic solution path of an experimental problem. Library translation 1122, Royal Aircraft Establishment |
Russell I B. Russell/A.N. Whitehead Principia Mathematica Frankfurt 1986 Russell II B. Russell The ABC of Relativity, London 1958, 1969 German Edition: Das ABC der Relativitätstheorie Frankfurt 1989 Russell IV B. Russell The Problems of Philosophy, Oxford 1912 German Edition: Probleme der Philosophie Frankfurt 1967 Russell VI B. Russell "The Philosophy of Logical Atomism", in: B. Russell, Logic and KNowledge, ed. R. Ch. Marsh, London 1956, pp. 200-202 German Edition: Die Philosophie des logischen Atomismus In Eigennamen, U. Wolf (Hg) Frankfurt 1993 Russell VII B. Russell On the Nature of Truth and Falsehood, in: B. Russell, The Problems of Philosophy, Oxford 1912 - Dt. "Wahrheit und Falschheit" In Wahrheitstheorien, G. Skirbekk (Hg) Frankfurt 1996 Norvig I Peter Norvig Stuart J. Russell Artificial Intelligence: A Modern Approach Upper Saddle River, NJ 2010 |
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Darwin, Ch. | Kauffman Vs Darwin, Ch. | Dennett I 309 KauffmanVsDarwin: a definition of the early development and thus of Baer s laws do not represent a specific mechanism Rather the definition of early development reflects the fact that the number of ways in which living things can be improved, shrunk faster than the number of paths in the later development. KauffmanVsDarwin: according to his theory, the evolution takes place only by the gradual accumulation of advantageous variants. Kauffman I 27 KauffmanVs: according to that the first multicellular organisms would have evolved apart! That was obviously not the case: one of the most puzzling features of the Cambrian explosion is that the taxonomic system was filled from top to bottom. Selection / Kauffman: there is a second boundary of the selection: it not only fails in random landscapes. I 278 KauffmanVsDarwin: the selection may also fail in uniform fitness landscapes, the "heartland" of Darwinism: it can trigger an error catastrophe. E.g. a bacterial species with initially identical individuals can be scattered from a local peak, down, simply because the mutation rate is too high! |
Kau II Stuart Kauffman At Home in the Universe: The Search for the Laws of Self-Organization and Complexity New York 1995 Kauffman I St. Kauffman At Home in the Universe, New York 1995 German Edition: Der Öltropfen im Wasser. Chaos, Komplexität, Selbstorganisation in Natur und Gesellschaft München 1998 Dennett I D. Dennett Darwin’s Dangerous Idea, New York 1995 German Edition: Darwins gefährliches Erbe Hamburg 1997 Dennett II D. Dennett Kinds of Minds, New York 1996 German Edition: Spielarten des Geistes Gütersloh 1999 Dennett III Daniel Dennett "COG: Steps towards consciousness in robots" In Bewusstein, Thomas Metzinger Paderborn/München/Wien/Zürich 1996 Dennett IV Daniel Dennett "Animal Consciousness. What Matters and Why?", in: D. C. Dennett, Brainchildren. Essays on Designing Minds, Cambridge/MA 1998, pp. 337-350 In Der Geist der Tiere, D Perler/M. Wild Frankfurt/M. 2005 |
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Evolution | Kauffman, St. | I 238 Evolution / Optimization: / Kauffman solution: perhaps evolution could first design a redundant program or organism and then compress? I 240 Kauffman: Thesis: I suspect it cannot. The successive approximation to the minimum-length program is in fact only be useful if the program found at each level helps locate the shorter program at the next level. (> Fitness landscape). |
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