Complexity


Theory of Computational Complexity by Ding-Zhu Du,

Theory of Computational Complexity by Ding-Zhu Du,
A complete treatment of fundamentals Complexity and recent advances in complexity theory Complexity theory studies the inherent difficulties of solving algorithmic problems by digital computers. This comprehensive work discusses the major topics in complexity theory, including fundamental topics as well as recent breakthroughs not previously available in book form. Theory of Computational Complexity offers a thorough presentation of the fundamentals of complexity theory, including NP-completeness theory, the polynomial-time hierarchy, relativization, Complexity and the application to cryptography. It also examines the theory of nonuniform computational complexity, including the computational models of decision trees Complexity and Boolean circuits, Complexity and the notion of polynomial-time isomorphism. The theory of probabilistic complexity, which studies complexity issues related to randomized computation as well as interactive proof systems Complexity and probabilistically checkable proofs, is also covered. Extraordinary in both its breadth Complexity and depth, this volume: Provides complete proofs of recent breakthroughs in complexity theoryPresents results in well-defined form with complete proofs Complexity and numerous exercisesIncludes scores of graphs Complexity and figures to clarify difficult materialAn invaluable resource for researchers as well as an important guide for graduate Complexity and advanced undergraduate students, Theory of Computational Complexity is destined to become the standard reference in the field.
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Fundamentals of Complex Analysis by Edward B. Saff,

Fundamentals of Complex Analysis by Edward B. Saff,
This book provides a comprehensive introduction to complex variable theory Complexity and its applications to current engineering problems Complexity and is designed to make the fundamentals of the subject more easily accessible to readers who have little inclination to wade through the rigors of the axiomatic approach. Modeled after standard calculus books--both in level of exposition Complexity and layout--it incorporates physical applications "throughout," so that the mathematical methodology appears less sterile to engineers. It makes frequent use of analogies from elementary calculus or algebra to introduce complex concepts, includes fully worked examples, Complexity and provides a dual heuristic/analytic discussion of all topics. A downloadable MATLAB toolbox--a state-of-the-art computer aid--is available. Complex Numbers. Analytic Functions. Elementary Functions. Complex Integration. Series Representations for Analytic Functions. Residue Theory. Conformal Mapping. The Transforms of Applied Mathematics. MATLAB ToolBox for Visualization of Conformal Maps. Numerical Construction of Conformal Maps. Table of Conformal Mappings. Features coverage of Julia Sets; modern exposition of the use of complex numbers in linear analysis (e.g., AC circuits, kinematics, signal processing); applications of complex algebra in celestial mechanics Complexity and gear kinematics; Complexity and an introduction to Cauchy integrals Complexity and the Sokhotskyi-Plemeij formulas. For mathematicians Complexity and engineers interested in Complex Analysis Complexity and Mathematical Physics.
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Game complexity - In game theory, game complexity is a measure of the complexity of a game. This article covers three measures of complexity: state-space complexity, game-tree complexity, and computational complexity.

Kolmogorov complexity - In computer science, the Kolmogorov complexity (also known as descriptive complexity, Kolmogorov-Chaitin complexity, stochastic complexity, algorithmic entropy, or program-size complexity) of an object such as a piece of text is a measure of the computational resources needed to specify the object. For example consider the following two strings of length 100

List of complexity classes - This is a list of complexity classes in computational complexity theory. For other computational and complexity subjects, see list of computability and complexity topics.

Complexity class - In computational complexity theory, a complexity class is a set of problems of related complexity. A typical complexity class has a definition of the form:

complexity

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