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Frontiers in Global Optimization Book

Frontiers in Global Optimization
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  • Frontiers in Global Optimization
  • Written by author Christodoulos A. Floudas
  • Published by Springer-Verlag New York, LLC, September 2007
  • Floudas (Princeton University) and Pardalos (University of Florida) present refereed invited papers submitted at the June 2003 Fourth International Conference on Frontiers in Global Optimization held in Greece. Papers focus on deterministic methods and ap
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Preface
A Deterministic Global Optimization Algorithm for Problems with Nonlinear Dynamics1
Exact solution of three nonconvex quadratic programming problems25
Global Optimization of Bioprocesses using Stochastic and Hybrid Methods45
Computational Experiments with an Adaptive Genetic Algorithm for Global Minimization of Potential Energy Functions71
A New Approach in Deterministic Global Optimisation of Problems with Ordinary Differential Equations83
Global Optimization of Homogeneous Polynomials on the Simplex and on the Sphere109
Exact parallel algorithms for the location depth and the maximum feasible subsystem problems123
An Improved Method for the Computation of Affine Lower Bound Functions for Polynomials135
Implementation and Testing of a Branch-and-Bound Based Method for Deterministic Global Optimization: Operations Research Applications145
MINLP Optimization Using Simplicial Approximation Method for Classes of Non-Convex Problems165
A General Framework for Constructing Cooperative Global Optimization Algorithms197
Constrained Global Optimization: Adaptive Gradient Flows223
Exact Computation of Global Minima of a Nonconvex Portfolio Optimization Problem237
Global Reliability-Based Design Optimization255
Reducing the Cost of Evaluation of the Gradient and Hessian of Molecular Potential Energy Functions275
Global Dynamic Optimization of Linear Hybrid System289
AMIGO: Advanced Multidimensional Interval analysis Global Optimization313
Trilinear Monomials with Positive or Negative Domains: Facets of the Convex and Concave Envelopes327
Analysis of Nonconvex Polynomial Programs by the Method of Moments353
The Steiner Ratio and the Homochirality of Biomacromolecular Structures373
A Multi Dimensional Assignment Formulation For New Product Development Problems391
Quasiconvexity, Fractional Programming and Extremal Traffic Congestion403
Optimal Solution of Integer Multicommodity Flow Problems With Application in Optical Networks411
Pre-search Screening: A Technique to Improve Search Efficiency in Global Optimization437
Global Optimization of Bilevel Programming Problems via Parametric Programing457
Global Solution of Optimization Problems with Dynamic Systems Embedded477
A multi-start methodology for constrained global optimization using novel constrained local optimizers499
Representation and numerical determination of the global optimizer of a continuous function on a bounded domain517
Global Optimization under nonlinear restrictions by using stochastic perturbations of the projected gradient541
On the Existence of Polyhedral Convex Envelopes563
Optimal Selection of the Regression Kernel Matrix with Semidefinite Programming575
Termination Criteria in the Moore-Skelboe Algorithm for Global Optimization by Interval Arithmetic585


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