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Global Optimization: Scientific and Engineering Case Studies: Nonconvex Optimization and Its Applications, cartea 85

Editat de János D. Pintér
en Limba Engleză Paperback – 24 noi 2010
Optimization models based on a nonlinear systems description often possess multiple local optima. The objective of global optimization (GO) is to find the best possible solution of multiextremal problems. This volume illustrates the applicability of GO modeling techniques and solution strategies to real-world problems.
The contributed chapters cover a broad range of applications from agroecosystem management, assembly line design, bioinformatics, biophysics, black box systems optimization, cellular mobile network design, chemical process optimization, chemical product design, composite structure design, computational modeling of atomic and molecular structures, controller design for induction motors, electrical engineering design, feeding strategies in animal husbandry, the inverse position problem in kinematics, laser design, learning in neural nets, mechanical engineering design, numerical solution of equations, radiotherapy planning, robot design, and satellite data analysis. The solution strategies discussed encompass a range of practically viable methods, including both theoretically rigorous and heuristic approaches.
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Specificații

ISBN-13: 9781441940230
ISBN-10: 1441940235
Pagini: 572
Ilustrații: XXIII, 546 p.
Dimensiuni: 155 x 235 x 30 mm
Greutate: 0.79 kg
Ediția:Softcover reprint of hardcover 1st ed. 2006
Editura: Springer Us
Colecția Springer
Seria Nonconvex Optimization and Its Applications

Locul publicării:New York, NY, United States

Public țintă

Research

Cuprins

A Global Optimization Strategy and Its Use in Solvent Design.- Feeding Strategies for Maximising Gross Margin in Pig Production.- Optimized Design of Dynamic Networks with Heuristic Algorithms.- A New Smoothing-Based Global Optimization Algorithm for Protein Conformation Problems.- Physical Perspectives on the Global Optimization of Atomic Clusters.- Efficient Global Geometry Optimization of Atomic and Molecular Clusters.- Computational Analysis of Human DNA Sequences: An Application of Artificial Neural Networks.- Determination of a Laser Cavity Field Solution Using Global Optimization.- Computational Experience with the Molecular Distance Geometry Problem.- Non Linear Optimization Models in Water Resource Systems.- Solving the Phase Unwrapping Problem by a Parametrized Network Optimization Approach.- Evolutionary Algorithms for Global Optimization.- Determining 3-D Structure of Spherical Viruses by Global Optimization.- A Collaborative Solution Methodology for Inverse Position Problem.- Improved Learning of Neural Nets Through Global Search.- Evolutionary Approach to Design Assembly Lines.- Agroecosystem Management.- Finding the Minimal Root of an Equation.- Optimization of Radiation Therapy Dose Delivery with Multiple Static Collimation.- Parallel Triangulated Partitioning for Black Box Optimization.- A Case Study: Composite Structure Design Optimization.- Neural Network Enhanced Optimal Self-tuning Controller Design for Induction Motors.

Recenzii

From the reviews:
"The general subject of global optimization deals with finding the overall minimum of a nonlinear, non-convex objective function, subject to nonlinear, non-convex equality and inequality constraints … . This collection should thus be of use to researchers in algorithms and theory of global optimization, especially those involved in consulting or on teams dealing with practical models. … The collection should also be of use to researchers in particular applications and other consumers of optimization results … ." (Ralph Baker Kearfott, Journal of Global Optimization, Vol. 38, 2007)

Textul de pe ultima copertă

Optimization models based on a nonlinear systems description often possess multiple local optima. The objective of global optimization (GO) is to find the best possible solution of multiextremal problems. Global Optimization: Selected Case Studies illustrates the applicability of GO modeling techniques and solution strategies to real-world problems.
The contributed chapters cover a broad range of applications from agroecosystem management, assembly line design, bioinformatics, biophysics, black box systems optimization, cellular mobile network design, chemical process optimization, chemical product design, composite structure design, computational modeling of atomic and molecular structures, controller design for induction motors, electrical engineering design, feeding strategies in animal husbandry, the inverse position problem in kinematics, laser design, learning in neural nets, mechanical engineering design, numerical solution of equations, radiotherapy planning, robot design, and satellite data analysis. The solution strategies discussed encompass a range of practically viable methods, including both theoretically rigorous and heuristic approaches.
Audience
This book is intended for researchers and practitioners in academia, research and consulting organizations, and industry.

Caracteristici

Covers a wide range of practical applications and solution methods, which is rather unique in the GO literature Includes supplementary material: sn.pub/extras