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Employing A Closed Set-theoretic Foundation For Interval Computations, Global Optimization Using Interval Analysis Simplifies Algorithm Construction And Increases Generality Of Interval Arithmetic. This Second Edition Contains An Up-to-date Discussion Of Interval Methods For Solving Systems Of Nonlinear Equations And Global Optimization Problems. It Expands And Improves Various Aspects Of Its Forerunner And Features Significant New Discussions, Such As Those On The Use Of Consistency Methods To Enhance Algorithm Performance. Provided Algorithms Are Guaranteed To Find And Bound All Solutions To These Problems Despite Bounded Errors In Data, In Approximations, And From Use Of Rounded Arithmetic.
This text investigates the application of interval analysis to solve complex global optimization problems and systems of nonlinear equations. Authors Eldon Hansen and William G. Walster utilize a closed set-theoretic foundation to provide a rigorous framework for interval computations. By addressing the challenges of bounded errors in data and rounded arithmetic, the authors present a methodology that guarantees the identification and bounding of all potential solutions. The work serves as a comprehensive update to previous research, incorporating modern consistency methods to improve computational performance.
What You Will Find
Experts recognize this text as a foundational resource for researchers and practitioners working in numerical analysis and computational optimization. Readers frequently note the technical density of the prose, which requires a strong background in mathematics to fully implement the provided algorithms.
Page Count:
728
Publication Date:
2003-01-01
Publisher:
Taylor & Francis Group
ISBN-10:
0203026926
ISBN-13:
9780203026922
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