Ebook: Models and Algorithms for Global Optimization: Essays Dedicated to Antanas Žilinskas on the Occasion of His 60th Birthday
- Tags: Optimization, Operations Research Mathematical Programming, Computational Mathematics and Numerical Analysis
- Series: Optimization and Its Applications 4
- Year: 2007
- Publisher: Springer US
- Edition: 1
- Language: English
- pdf
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.
The research of Antanas ?ilinskas 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 ?ilinskas 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.
The research of Antanas ?ilinskas 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 ?ilinskas 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.
Content:
Front Matter....Pages I-XVI
Front Matter....Pages 1-1
Multiobjective Programming Problems Under Generalized Convexity....Pages 3-20
Towards Optimal Techniques for Solving Global Optimization Problems: Symmetry-Based Approach....Pages 21-42
Front Matter....Pages 43-43
Non-linear Global Optimization Using Interval Arithmetic and Constraint Propagation....Pages 45-58
Towards Optimal Compression of Meteorological Data: A Case Study of Using Interval-Motivated Overestimators in Global Optimization....Pages 59-71
An Interval Partitioning Approach for Continuous Constrained Optimization....Pages 73-96
A Survey of Methods for the Estimation Ranges of Functions Using Interval Arithmetic....Pages 97-108
Front Matter....Pages 109-109
Pseudo-Boolean Optimization in Case of an Unconnected Feasible Set....Pages 111-122
Univariate Algorithms for Solving Global Optimization Problems with Multiextremal Non-differentiable Constraints....Pages 123-140
Packing up to 200 Equal Circles in a Square....Pages 141-156
Global Optimization of Network Length and Simulation of Film Evolution....Pages 157-170
Front Matter....Pages 171-171
A Probabilistic Hybrid Differential Evolution Algorithm....Pages 173-184
Nonadaptive Univariate Optimization for Observations with Noise....Pages 185-192
Estimating the Minimal Value of a Function in Global Random Search: Comparison of Estimation Procedures....Pages 193-214
Multi-particle Simulated Annealing....Pages 215-222
Front Matter....Pages 223-223
On the Goodness of Global Optimisation Algorithms, an Introduction into Investigating Algorithms....Pages 225-248
Experimental Investigation of Distance Graduate Studies of the Open Source Environment by Models of Optimal Sequential Decisions and the Bayesian Approach....Pages 249-274
Front Matter....Pages 275-275
The Problem of Visual Analysis of Multidimensional Medical Data....Pages 277-298
On Global Minimization in Mathematical Modelling of Engineering Applications....Pages 299-310
A Two Step Hybrid Optimization Procedure for the Design of Optimal Water Distribution Networks....Pages 311-332
Predictor-Based Self Tuning Control with Constraints....Pages 333-341
Back Matter....Pages 361-361
A Template-Based Mixed-Integer Linear Programming Sequence Alignment Model....Pages 343-360
The research of Antanas ?ilinskas 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 ?ilinskas 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.
Content:
Front Matter....Pages I-XVI
Front Matter....Pages 1-1
Multiobjective Programming Problems Under Generalized Convexity....Pages 3-20
Towards Optimal Techniques for Solving Global Optimization Problems: Symmetry-Based Approach....Pages 21-42
Front Matter....Pages 43-43
Non-linear Global Optimization Using Interval Arithmetic and Constraint Propagation....Pages 45-58
Towards Optimal Compression of Meteorological Data: A Case Study of Using Interval-Motivated Overestimators in Global Optimization....Pages 59-71
An Interval Partitioning Approach for Continuous Constrained Optimization....Pages 73-96
A Survey of Methods for the Estimation Ranges of Functions Using Interval Arithmetic....Pages 97-108
Front Matter....Pages 109-109
Pseudo-Boolean Optimization in Case of an Unconnected Feasible Set....Pages 111-122
Univariate Algorithms for Solving Global Optimization Problems with Multiextremal Non-differentiable Constraints....Pages 123-140
Packing up to 200 Equal Circles in a Square....Pages 141-156
Global Optimization of Network Length and Simulation of Film Evolution....Pages 157-170
Front Matter....Pages 171-171
A Probabilistic Hybrid Differential Evolution Algorithm....Pages 173-184
Nonadaptive Univariate Optimization for Observations with Noise....Pages 185-192
Estimating the Minimal Value of a Function in Global Random Search: Comparison of Estimation Procedures....Pages 193-214
Multi-particle Simulated Annealing....Pages 215-222
Front Matter....Pages 223-223
On the Goodness of Global Optimisation Algorithms, an Introduction into Investigating Algorithms....Pages 225-248
Experimental Investigation of Distance Graduate Studies of the Open Source Environment by Models of Optimal Sequential Decisions and the Bayesian Approach....Pages 249-274
Front Matter....Pages 275-275
The Problem of Visual Analysis of Multidimensional Medical Data....Pages 277-298
On Global Minimization in Mathematical Modelling of Engineering Applications....Pages 299-310
A Two Step Hybrid Optimization Procedure for the Design of Optimal Water Distribution Networks....Pages 311-332
Predictor-Based Self Tuning Control with Constraints....Pages 333-341
Back Matter....Pages 361-361
A Template-Based Mixed-Integer Linear Programming Sequence Alignment Model....Pages 343-360
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