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Titlebook: Genetic Algorithms + Data Structures = Evolution Programs; Zbigniew Michalewicz Book 19921st edition Springer-Verlag Berlin Heidelberg 199

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發(fā)表于 2025-3-21 19:47:21 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Genetic Algorithms + Data Structures = Evolution Programs
編輯Zbigniew Michalewicz
視頻videohttp://file.papertrans.cn/383/382435/382435.mp4
叢書名稱Artificial Intelligence
圖書封面Titlebook: Genetic Algorithms + Data Structures = Evolution Programs;  Zbigniew Michalewicz Book 19921st edition Springer-Verlag Berlin Heidelberg 199
描述‘What does your Master teach?‘ asked a visitor. ‘Nothing,‘ said the disciple. ‘Then why does he give discourses?‘ ‘He only points the way - he teaches nothing.‘ Anthony de Mello, One Minute Wisdom During the last three decades there has been a growing interest in algorithms which rely on analogies to natural processes. The emergence of massively par- allel computers made these algorithms of practical interest. The best known algorithms in this class include evolutionary programming, genetic algorithms, evolution strategies, simulated annealing, classifier systems, and neural net- works. Recently (1-3 October 1990) the University of Dortmund, Germany, hosted the First Workshop on Parallel Problem Solving from Nature [164]. This book discusses a subclass of these algorithms - those which are based on the principle of evolution (survival of the fittest). In such algorithms a popu- lation of individuals (potential solutions) undergoes a sequence of unary (muta- tion type) and higher order (crossover type) transformations. These individuals strive for survival: a selection scheme, biased towards fitter individuals, selects the next generation. After some number of generations, the progr
出版日期Book 19921st edition
關(guān)鍵詞algorithm; algorithms; artificial intelligence; computer science; control; data structure; data structures
版次1
doihttps://doi.org/10.1007/978-3-662-02830-8
isbn_ebook978-3-662-02830-8Series ISSN 1431-0066
issn_series 1431-0066
copyrightSpringer-Verlag Berlin Heidelberg 1992
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Introduction Another type of evolution based systems are Holland’s Genetic Algorithms (GAs) [89]. In 1990, Koza [108] proposed an evolution based system to search for the most fit computer program to solve a particular problem.
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International Finance Centre Hong Kongities, where . and . denote the number of sources and destinations, respectively; see the description of the transportation problem below). However, it would be very interesting to see what can we gain by introducing extra problem-specific knowledge into an evolution program.
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Machine Learningar, the problems in attribute-based spaces are of practical importance: in many such domains it is relatively easy to come up with a set of example events, on the other hand it is quite difficult to formulate hypotheses. The goal of a system implementing this kind of supervised learning is:
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1431-0066 he teaches nothing.‘ Anthony de Mello, One Minute Wisdom During the last three decades there has been a growing interest in algorithms which rely on analogies to natural processes. The emergence of massively par- allel computers made these algorithms of practical interest. The best known algorithms
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Curriculum Innovations in Changing Societiesn is approximately optimal. For some hard optimization problems we can use probabilistic algorithms as well — these algorithms do not guarantee the optimum value, but by randomly choosing sufficiently many “witnesses” the probability of error may be made as small as we like.
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