{"product_id":"foundations-of-genetic-algorithms-1991-foga-1-hardback-9781558601703","title":"Foundations of Genetic Algorithms 1991 (FOGA 1) (Hardback) 9781558601703","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eFoundations of Genetic Algorithms 1991 (FOGA 1)\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003eGregory J.E. Rawlins (Edited by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781558601703, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 1 September 1991\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e348 pages\u003cbr\u003e24.1 x 15.9 x 2.5 cm, 0.64 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003eFoundations of Genetic Algorithms 1991 (FOGA 1) discusses the theoretical foundations of genetic algorithms (GA) and classifier systems.\u003c\/p\u003e  \u003cp\u003eThis book compiles research papers on selection and convergence, coding and representation, problem hardness, deception, classifier system design, variation and recombination, parallelization, and population divergence. Other topics include the non-uniform Walsh-schema transform; spurious correlations and premature convergence in genetic algorithms; and variable default hierarchy separation in a classifier system. The grammar-based genetic algorithm; conditions for implicit parallelism; and analysis of multi-point crossover are also elaborated. This text likewise covers the genetic algorithms for real parameter optimization and isomorphisms of genetic algorithms. This publication is a good reference for students and researchers interested in genetic algorithms. \u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cb\u003ePart 1: Genetic Algorithm Hardness\u003cbr\u003e\u003c\/b\u003e\u003cbr\u003eThe Nonuniform Walsh-Schema Transform\u003cbr\u003e\u003cbr\u003eEpistasis Variance: A Viewpoint on GA-Hardness\u003cbr\u003e\u003cbr\u003eDeceptiveness and Genetic Algorithm Dynamics\u003cbr\u003e\u003cbr\u003e\u003cb\u003ePart 2: Selection and Convergence\u003cbr\u003e\u003c\/b\u003e\u003cbr\u003eAn Extension to the Theory of Convergence and a Proof of the Time Complexity of Genetic Algorithms\u003cbr\u003e\u003cbr\u003eA Comparative Analysis of Selection Schemes Used in Genetic Algorithms\u003cbr\u003e\u003cbr\u003eA Study of Reproduction in Generational and Steady State Genetic Algorithms\u003cbr\u003e\u003cbr\u003eSpurious Correlations and Premature Convergence in Genetic Algorithms\u003cbr\u003e\u003cbr\u003e\u003cb\u003ePart 3: Classifier Systems\u003cbr\u003e\u003c\/b\u003e\u003cbr\u003eRepresenting Attribute-Based Concepts in a Classifier System\u003cbr\u003e\u003cbr\u003eQuasimorphisms or Queasymorphisms? Modeling Finite Automaton Environments\u003cbr\u003e\u003cbr\u003eVariable Default Hierarchy Separation in a Classifier System\u003cbr\u003e\u003cbr\u003e\u003cb\u003ePart 4: Coding and Representation\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eA Hierarchical Approach to Learning the Boolean Multiplexer Function\u003cbr\u003e\u003cbr\u003eA Grammar-Based Genetic Algorithm\u003cbr\u003e\u003cbr\u003eGenetic Algorithms for Real Parameter Optimization\u003cbr\u003e\u003cbr\u003ePart 5: Framework Issues\u003cbr\u003e\u003cbr\u003eFundamental Principles of Deception in Genetic Search\u003cbr\u003e\u003cbr\u003eIsomorphisms of Genetic Algorithms\u003cbr\u003e\u003cbr\u003eConditions for Implicit Parallelism\u003cbr\u003e\u003cbr\u003ePart 6: Variation and Recombination\u003cbr\u003e\u003cbr\u003eThe CHC Adaptive Search Algorithm: How to Have Safe Search When Engaging in Nontraditional Genetic Recombination\u003cbr\u003e\u003cbr\u003eGenetic Operators for Sequencing Problems\u003cbr\u003e\u003cbr\u003eAn Analysis of Multi-Point Crossover\u003cbr\u003e\u003cbr\u003eEvolution in Time and Space—The Parallel Genetic Algorithm\u003cbr\u003e\u003cbr\u003eAuthor Index\u003cbr\u003e\u003cbr\u003eKey Word Index\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Mathematical logic [\u003ca title=\"See our other books on Mathematical logic\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Mathematical%20logic%20%5BPBCD%5D%22\"\u003ePBCD\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Morgan Kaufmann","offers":[{"title":"Default Title","offer_id":46651664040216,"sku":"9781558601703","price":45.78,"currency_code":"GBP","in_stock":false}],"url":"https:\/\/freshlyprintedbooks.co.uk\/products\/foundations-of-genetic-algorithms-1991-foga-1-hardback-9781558601703","provider":"Freshly Printed Books","version":"1.0","type":"link"}