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Complexity and Real Computation information


Complexity and Real Computation is a book on the computational complexity theory of real computation. It studies algorithms whose inputs and outputs are real numbers, using the Blum–Shub–Smale machine as its model of computation. For instance, this theory is capable of addressing a question posed in 1991 by Roger Penrose in The Emperor's New Mind: "is the Mandelbrot set computable?"[1]

The book was written by Lenore Blum, Felipe Cucker, Michael Shub and Stephen Smale, with a foreword by Richard M. Karp, and published by Springer-Verlag in 1998 (doi:10.1007/978-1-4612-0701-6, ISBN 0-387-98281-7).[2]

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Complexity and Real Computation

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Complexity and Real Computation is a book on the computational complexity theory of real computation. It studies algorithms whose inputs and outputs are...

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Computational complexity

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computational complexity or simply complexity of an algorithm is the amount of resources required to run it. Particular focus is given to computation...

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Real computation

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computability theory, the theory of real computation deals with hypothetical computing machines using infinite-precision real numbers. They are given this name...

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Computational complexity theory

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science and mathematics, computational complexity theory focuses on classifying computational problems according to their resource usage, and relating...

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Lenore Blum

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[CRC] and in 1990 she gave an address at the International Congress of Mathematicians on computational complexity theory and real computation. In 2002...

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Complexity class

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In computational complexity theory, a complexity class is a set of computational problems "of related resource-based complexity". The two most commonly...

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Model of computation

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In computer science, and more specifically in computability theory and computational complexity theory, a model of computation is a model which describes...

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Time complexity

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the time complexity is the computational complexity that describes the amount of computer time it takes to run an algorithm. Time complexity is commonly...

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Theory of computation

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three major branches: automata theory and formal languages, computability theory, and computational complexity theory, which are linked by the question:...

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Computational complexity of matrix multiplication

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problems in computer science) In theoretical computer science, the computational complexity of matrix multiplication dictates how quickly the operation of...

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Felipe Cucker

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mathematician and theoretical computer scientist who has done research into the complexity theory of the Blum–Shub–Smale computational model and the complexity of...

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Quantum computing

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April 2018. Aaronson, Scott; Arkhipov, Alex (6 June 2011). "The computational complexity of linear optics". Proceedings of the forty-third annual ACM symposium...

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Rademacher complexity

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In computational learning theory (machine learning and theory of computation), Rademacher complexity, named after Hans Rademacher, measures richness of...

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Hypercomputation

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S2CID 6749770. Lenore Blum, Felipe Cucker, Michael Shub, and Stephen Smale (1998). Complexity and Real Computation. Springer. ISBN 978-0-387-98281-6.{{cite book}}:...

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Theoretical computer science

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algorithms, data structures, computational complexity, parallel and distributed computation, probabilistic computation, quantum computation, automata theory, information...

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Boolean circuit

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In computational complexity theory and circuit complexity, a Boolean circuit is a mathematical model for combinational digital logic circuits. A formal...

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Computational geometry

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computing with a history stretching back to antiquity. Computational complexity is central to computational geometry, with great practical significance if algorithms...

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Computer algebra

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and computer science, computer algebra, also called symbolic computation or algebraic computation, is a scientific area that refers to the study and development...

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Computational chemistry

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algorithms/computational methods to use when solving chemical problems.This section focuses on the scaling of computational complexity with molecule size and details...

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Analysis of algorithms

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science, the analysis of algorithms is the process of finding the computational complexity of algorithms—the amount of time, storage, or other resources needed...

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DTIME

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In computational complexity theory, DTIME (or TIME) is the computational resource of computation time for a deterministic Turing machine. It represents...

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List of computability and complexity topics

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list of computability and complexity topics, by Wikipedia page. Computability theory is the part of the theory of computation that deals with what can...

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Fast Fourier transform

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number of real multiplications and additions, sometimes called the "arithmetic complexity" (although in this context it is the exact count and not the asymptotic...

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Real RAM

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Steve (1989), "On a theory of computation and complexity over the real numbers: NP-completeness, recursive functions and universal machines", Bulletin...

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Complexity

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an important factor of complexity. In several scientific fields, "complexity" has a precise meaning: In computational complexity theory, the amounts of...

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Social complexity

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sociology, social complexity is a conceptual framework used in the analysis of society. In the sciences, contemporary definitions of complexity are found in...

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