Törn, Aimo

Models and Algorithms for Global Optimization

Törn, Aimo - Models and Algorithms for Global Optimization, ebook


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ISBN: 9780387367217
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Table of contents

Part I.Advanced Models in Optimization Theory

1. Multiobjective Programming Problems Under Generalized Convexity
Altannar Chinchuluun, Panos M. Pardalos

2. Towards Optimal Techniques for Solving Global Optimization Problems: Symmetry-Based Approach
Christodoulos A. Floudas, Vladik Kreinovich

Part II.Interval Algorithms

3. Non-linear Global Optimization Using Interval Arithmetic and Constraint Propagation
Steffen Kjøller, Pavel Kozine, Kaj Madsen, Ole Stauning

4. Towards Optimal Compression of Meteorological Data: A Case Study of Using Interval-Motivated Overestimators in Global Optimization
Olga Kosheleva

5. An Interval Partitioning Approach for Continuous Constrained Optimization
Chandra Sekhar Pedamallu, Linet Özdamar, Tibor Csendes

6. A Survey of Methods for the Estimation Ranges of Functions Using Interval Arithmetic
Julius Žilinskas, Ian David Lockhart Bogle

Part III.Deterministic Optimization Models and Algorithms

7. Pseudo-Boolean Optimization in Case of an Unconnected Feasible Set
Alexander Antamoshkin, Igor Masich

8. Univariate Algorithms for Solving Global Optimization Problems with Multiextremal Non-differentiable Constraints
Yaroslav D. Sergeyev, Falah M. H. Khalaf, Dmitri E. Kvasov

9. Packing up to 200 Equal Circles in a Square
Péter Gábor Szabó, Eckard Specht

10. Global Optimization of Network Length and Simulation of Film Evolution
Vydunas Šaltenis

Part IV.Stochastic Algorithms

11. A Probabilistic Hybrid Differential Evolution Algorithm
Montaz M. Ali

12. Nonadaptive Univariate Optimization for Observations with Noise
James M. Calvin

13. Estimating the Minimal Value of a Function in Global Random Search: Comparison of Estimation Procedures
Emily Hamilton, Vippal Savani, Anatoly Zhigljavsky

14. Multi-particle Simulated Annealing
Orcun Molvalioglu, Zelda B. Zabinsky, Wolf Kohn

Part V.Educational Aspects

15. On the Goodness of Global Optimisation Algorithms, an Introduction into Investigating Algorithms
Eligius M. T. Hendrix

16. Experimental Investigation of Distance Graduate Studies of the Open Source Environment by Models of Optimal Sequential Decisions and the Bayesian Approach
Jonas Mockus

Part VI.Applications

17. The Problem of Visual Analysis of Multidimensional Medical Data
Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius, Viktor Medvedev

18. On Global Minimization in Mathematical Modelling of Engineering Applications
Raimondas Ciegis

19. A Two Step Hybrid Optimization Procedure for the Design of Optimal Water Distribution Networks
Eric S. Fraga, Lazaros G. Papageorgiou

20. Predictor-Based Self Tuning Control with Constraints
Vytautas Kaminskas

21. A Template-Based Mixed-Integer Linear Programming Sequence Alignment Model
Scott R. McAllister, Rohit Rajgaria, Christodoulos A. Floudas


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Keywords: MATHEMATICS / General MAT000000

Publication year
Natural Sciences

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