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Global Optimization: From Theory to Implementation Book

Global Optimization: From Theory to Implementation
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  • Global Optimization: From Theory to Implementation
  • Written by author Leo Liberti
  • Published by Springer-Verlag New York, LLC, February 2006
  • Most books about global optimization describe the theory of the algorithms, whereas a given implementation’s quality never depends exclusively on the theoretical soundness of the algorithms that are implemented. The literature rarely discusses the t
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Preface.- Optimization under Composite Monotonic Constraints and Constrained Optimization over the Efficient Set (H. Tuy, N.T. Hoai-Phuong).- On a Local Search for Reverse Convex Problems (A. Strekalovsky).- Some Transformation Techniques in Global Optimization (T. Westerlund).- Solving Nonlinear Mixed Integer Stochastic Problems: A Global Perspective (M.E. Bruni).- Application of Quasi Monte Carlo Methods in Global Optimization (S. Kucherenko).- GLOB—A New VNS-Based Software for Global Optimization (M. Drazic, V. Kovacevic-Vujcic, M. Cangalovic, N. Mladenovic).- Disciplined Convex Programming (M. Grant, S. Boyd, Y. Ye).- Writing Global Optimization Software (L. Liberti).- MathOptimizer Professional: Key Features and Illustrative Applications (J.D. Pintér, F.J. Kampas).- Variable Neighborhood Search for Extremal Graphs 14: The AutoGraphiX 2 System (M. Aouchiche, J.M. Bonnefoy, A. Fidahoussen, G. Caporossi, P. Hansen, L. Hiesse, J. Lacheré, A. Monhait).- From Theory to Implementation: Applying Metaheuristics (I.J. García del Amo, F. García López, M. García Torres, B. Melián Batista, J.A. Moreno Pérez, J.M. Moreno Vega).- ooMILP—A C++ Callable Object-Oriented Library and the Implementation of Its Parallel Version Using CORBA (P. Tsiakis, B. Keeping).- Global Order-Value Optimization by Means of a Multistart Harmonic Oscillator Tunneling Strategy (R. Andreani, J.M. Martinez, M. Salvatierra, F. Yano).- On Generating Instances for the Molecular Distance Geometry Problem (C. Lavor).- Index.


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