Models and Algorithms for Global Optimization: Essays Dedicated to Antanas Žilinskas on the Occasion of His 60th Birthday: Springer Optimization and Its Applications, cartea 4
Editat de Aimo Törn, Julius Žilinskasen Limba Engleză Paperback – 24 noi 2010
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Specificații
ISBN-13: 9781441942203
ISBN-10: 1441942203
Pagini: 380
Ilustrații: XVI, 362 p. 106 illus.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.53 kg
Ediția:Softcover reprint of hardcover 1st ed. 2007
Editura: Springer Us
Colecția Springer
Seria Springer Optimization and Its Applications
Locul publicării:New York, NY, United States
ISBN-10: 1441942203
Pagini: 380
Ilustrații: XVI, 362 p. 106 illus.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.53 kg
Ediția:Softcover reprint of hardcover 1st ed. 2007
Editura: Springer Us
Colecția Springer
Seria Springer Optimization and Its Applications
Locul publicării:New York, NY, United States
Public țintă
ResearchCuprins
Advanced Models in Optimization Theory.- Multiobjective Programming Problems Under Generalized Convexity.- Towards Optimal Techniques for Solving Global Optimization Problems: Symmetry-Based Approach.- Interval Algorithms.- Non-linear Global Optimization Using Interval Arithmetic and Constraint Propagation.- Towards Optimal Compression of Meteorological Data: A Case Study of Using Interval-Motivated Overestimators in Global Optimization.- An Interval Partitioning Approach for Continuous Constrained Optimization.- A Survey of Methods for the Estimation Ranges of Functions Using Interval Arithmetic.- Deterministic Optimization Models and Algorithms.- Pseudo-Boolean Optimization in Case of an Unconnected Feasible Set.- Univariate Algorithms for Solving Global Optimization Problems with Multiextremal Non-differentiable Constraints.- Packing up to 200 Equal Circles in a Square.- Global Optimization of Network Length and Simulation of Film Evolution.- Stochastic Algorithms.- A Probabilistic Hybrid Differential Evolution Algorithm.- Nonadaptive Univariate Optimization for Observations with Noise.- Estimating the Minimal Value of a Function in Global Random Search: Comparison of Estimation Procedures.- Multi-particle Simulated Annealing.- Educational Aspects.- On the Goodness of Global Optimisation Algorithms, an Introduction into Investigating Algorithms.- Experimental Investigation of Distance Graduate Studies of the Open Source Environment by Models of Optimal Sequential Decisions and the Bayesian Approach.- Applications.- The Problem of Visual Analysis of Multidimensional Medical Data.- On Global Minimization in Mathematical Modelling of Engineering Applications.- A Two Step Hybrid Optimization Procedure for the Design of Optimal Water Distribution Networks.- Predictor-Based Self Tuning Control with Constraints.- A Template-Based Mixed-Integer Linear Programming Sequence Alignment Model.
Recenzii
From the reviews:
"This volume is a collection of 21 essays that are dedicated to Antanas Žilinskas on the occasion of his 60th birthday. … All 21 chapters of the collection are excellent contributions from leaders in global optimization. … Graduate students and researchers in global optimization will enjoy reading this book and learning about much of the active research in this fast developing field." (Nikolaos V. Sahinidis, Interfaces, Vol. 38 (2), 2008)
"This volume is a collection of 21 essays that are dedicated to Antanas Žilinskas on the occasion of his 60th birthday. … All 21 chapters of the collection are excellent contributions from leaders in global optimization. … Graduate students and researchers in global optimization will enjoy reading this book and learning about much of the active research in this fast developing field." (Nikolaos V. Sahinidis, Interfaces, Vol. 38 (2), 2008)
Textul de pe ultima copertă
The research of Antanas Žilinskas has focused on developing models for global optimization, implementing and investigating the corresponding algorithms, and applying those algorithms to practical problems. This volume, dedicated to Professor Žilinskas on the occasion of his 60th birthday, contains new survey papers in which leading researchers from the field present various models and algorithms for solving global optimization problems.
Audience
This book is intended for scientists and graduate students in computer science and applied mathematics who are interested in optimization algorithms and numerical analysis.
Audience
This book is intended for scientists and graduate students in computer science and applied mathematics who are interested in optimization algorithms and numerical analysis.
Caracteristici
Presentation of the many different aspects of global optimization by leading researchers in the field Includes supplementary material: sn.pub/extras