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Celotno besedilo
  • Deterministic global optimization [Elektronski vir] : geometric branch-and-bound methods and their applications
    Scholz, Daniel
    Annotation. This monograph deals with a general class of solution approaches in deterministic global optimization, namely the geometric branch-and-bound methods which are popular algorithms, for ... instance, in Lipschitzian optimization, d.c. programming, and interval analysis.It alsointroduces a new concept for the rate of convergence and analyzes several bounding operations reported in the literature, from the theoretical as well as from the empirical point of view. Furthermore, extensions of the prototype algorithm for multicriteria global optimization problems as well as mixed combinatorial optimization problems are considered. Numerical examples based on facility location problems support the theory. Applications of geometric branch-and-bound methods, namely the circle detection problem in image processing, the integrated scheduling and location makespan problem, and the median line location problem in the three-dimensional space are also presented.The book is intended for both researchers and students in the areas of mathematics, operations research, engineering, and computer science.
    Vrsta gradiva - e-knjiga
    Založništvo in izdelava - New York, NY : Springer, ©2012
    Jezik - angleški
    ISBN - 978-1-4614-1951-8; 1-4614-1951-4; 1-4614-1950-6; 978-1-4614-1950-1
    COBISS.SI-ID - 1544561887

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