<p>Theformulationofmanypracticalproblemsnaturallyinvolvesconstraintsonthe variables entering the mathematical model of a real-life situation to be analyzed. It is of great interest to ?nd the possible scenarios satisfying all constraints, and, iftherearemanyofthem,eitherto?ndthebestsolution,ortoobta
Global Optimization and Constraint Satisfaction: Second International Workshop, COCOS 2003, Lausanne, Switzerland, November 18-21, 2003, Revised Selected Papers
β Scribed by Yahia Lebbah, Claude Michel, Michel Rueher (auth.), Christophe Jermann, Arnold Neumaier, Djamila Sam (eds.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 2005
- Tongue
- English
- Leaves
- 202
- Series
- Lecture Notes in Computer Science 3478 Theoretical Computer Science and General Issues
- Edition
- 1
- Category
- Library
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β¦ Synopsis
Theformulationofmanypracticalproblemsnaturallyinvolvesconstraintsonthe variables entering the mathematical model of a real-life situation to be analyzed. It is of great interest to ?nd the possible scenarios satisfying all constraints, and, iftherearemanyofthem,eitherto?ndthebestsolution,ortoobtainacompact, explicit representation of the whole feasible set. The 2nd Workshop on Global Constrained Optimization and Constraint S- isfaction, COCOS 2003, which took place during November 18β21, 2003 in L- sanne, Switzerland, was dedicated to theoretical, algorithmic, and application oriented advances in answering these questions. Here global optimization refers to ?nding the absolutely best feasible point, while constraint satisfaction refers to?ndingallpossiblefeasiblepoints.AsinCOCOS2002,the?rstsuchworkshop (see the proceeedings [1]), the emphasis was on complete solving techniques for problems involving continuous variables that provide all solutions with full rigor, and on applications which, however, were allowed to have relaxed standards of rigor. The participants used the opportunity to meet experts from global optimi- tion, mathematical programming, constraint programming, and applications, and to present and discuss ongoing work and new directions in the ?eld. Four invited lectures and 20 contributed talks were presented at the workshop. The invited lectures were given by John Hooker (Logic-Based Methods for Global Optimization), Jean-Pierre Merlet (Usual and Unusual Applications of Interval Analysis), Hermann Schichl (The COCONUT Optimization Environment), and Jorge MorΒ΄ e (Global Optimization Computational Servers). This volume contains the text of Hookerβs invited lecture and of 12 c- tributed talks. Copies of the slides for most presentations can be found at [2]. Constraintsatisfactionproblems.Threepapersfocusonalgorithmicaspects of constraint satisfaction problems.
β¦ Table of Contents
Front Matter....Pages -
Efficient Pruning Technique Based on Linear Relaxations....Pages 1-14
Inter-block Backtracking: Exploiting the Structure in Continuous CSPs....Pages 15-30
Accelerating Consistency Techniques and Pronyβs Method for Reliable Parameter Estimation of Exponential Sums....Pages 31-45
Convex Programming Methods for Global Optimization....Pages 46-60
A Method for Global Optimization of Large Systems of Quadratic Constraints....Pages 61-70
A Comparison of Methods for the Computation of Affine Lower Bound Functions for Polynomials....Pages 71-85
Using a Cooperative Solving Approach to Global Optimization Problems....Pages 86-100
Global Optimization of Convex Multiplicative Programs by Duality Theory....Pages 101-111
High-Fidelity Models in Global Optimization....Pages 112-126
Incremental Construction of the Robotβs Environmental Map Using Interval Analysis....Pages 127-141
Nonlinear Predictive Control Using Constraints Satisfaction....Pages 142-153
Gas Turbine Model-Based Robust Fault Detection Using a Forward β Backward Test....Pages 154-170
Benchmarking on Approaches to Interval Observation Applied to Robust Fault Detection....Pages 171-191
Back Matter....Pages -
β¦ Subjects
Numeric Computing; Logics and Meanings of Programs; Mathematical Logic and Formal Languages; Symbolic and Algebraic Manipulation
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