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Titlebook: Logic and Complexity; Richard Lassaigne,Michel Rougemont Book 2004 Springer-Verlag London 2004 Computer.SQL.algorithm.algorithms.complexit

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Recursion and decidabilityrst considered and we prove that it coincides with the class of functions computable by a Turing machine. Other characterizations are given: . and functions represented by a term of the .. What is fundamental is that all these different definitions are equivalent, as they characterize the same class
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Complexity: time and space difficult than another one and to understand why certain problems are inherently difficult. Two classical measures are introduced: ., which measures the number of elementary steps necessary in an algorithm and ., which measures the size of the memory used. These two measures are asymptotic function
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First-order definabilityheory which can be used to decide if a given property is defined by a first-order formula. The aim of this chapter is to show . is a useful framework for expressing .. Classical structures are infinite, but we can also consider classes of finite structures such as graphs or relational structures. In
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Models of parallel computationspter, a polynomial number of transitions are followed per unit of time. We consider two models: boolean circuits and the . (Parallel Random Access Machine), although there are many other possible models. Both circuits and PRAM assume synchronized elements which realize concurrent operations. Other m
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Definability of optimization and counting problemsn problem associated with them is of the form: Given a threshold value ., decide if there is a solution of size greater than . in the case of a maximization problem and smaller than . in the case of a minimization problem.
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Richard Lassaigne,Michel RougemontIncludes exercises at end of each chapter.Authors website will be maintained for corrections, exercises, remarks and updates.Describes a logical approach to complexity theory, for computer scientists.
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978-1-4471-1052-1Springer-Verlag London 2004
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