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" Applications of continuous mathematics to computer science / "
by Hung T. Nguyen, Vladik Kreinovich.
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BL
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| Record Number
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881351
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| Main Entry
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Nguyen, Hung T.,1944-
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| Title & Author
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Applications of continuous mathematics to computer science /\ by Hung T. Nguyen, Vladik Kreinovich.
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| Publication Statement
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Dordrecht ;Boston :: Kluwer Academic,, ©1997.
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| Series Statement
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Theory and decision library. Series B, Mathematical and statistical methods ;; v. 38
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| Page. NO
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xii, 419 pages :: illustrations ;; 25 cm.
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| ISBN
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0792347226
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: 9780792347224
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| Notes
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Includes index.
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| Contents
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1. Algorithm Complexity: Two Simple Examples -- 2. Solving General Linear Functional Equations: An Application to Algorithm Complexity -- 3. Program Testing: A Problem -- 4. Optimal Program Testing -- 5. Optimal Choice of a Penalty Function: Simplest Case of Algorithm Design -- 6. Solving General Linear Differential Equations with Constant Coefficients: An Application to Constrained Optimization -- 7. Simulated Annealing: "Smooth" (Local) Discrete Optimization -- 8. Genetic Algorithms: "Non-Smooth" Discrete Optimization -- 9. Risc Computer Architecture and Internet Growth: Two Applications of Extrapolation -- 10. Systems of Differential Equations and Their Use in Computer-Related Extrapolation Problems -- 11. Network Congestion: An Example of Non-Linear Extrapolation -- 12. Neural Networks: A General Form of Non-Linear Extrapolation -- 13. Expert Systems and the Basics of Fuzzy Logic -- 14. Intelligent and Fuzzy Control -- 15. Randomness, Chaos, and Fractals -- A. Simulated Annealing Revisited -- B. Software Cost Estimation -- C. Electronic Engineering: How to Describe PN-Junctions -- D. Log-Normal Distribution Justified: An Application to Computational Statistics -- E. Optimal Robust Statistical Methods -- F. How to Avoid Paralysis of Neural Networks -- G. Estimating Computer Prices -- H. Allocating Bandwidth on Computer Networks -- I. Algorithm Complexity Revisited -- J. How Can a Robot Avoid Obstacles: Case Study of Real-Time Optimization -- K. Discounting in Robot Control: A Case Study of Dynamic Optimization.
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| Subject
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Computer science-- Mathematics.
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| Subject
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Computer science-- Mathematics.
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COMPUTERS.
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CONTINUITY (MATHEMATICS)
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| Subject
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Informatik
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| Subject
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MATHEMATICS.
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| Subject
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Mathematik
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| Dewey Classification
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004/.01/51
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| LC Classification
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QA76.9.M35N49 1997
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| NLM classification
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54.99bcl
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PL 62blsrissc
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PN 41blsrissc
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| Added Entry
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Kreinovich, Vladik.
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