Constrained Optimization and Image Space Analysis

Chapter 1. Introduction
1.1. Constrained Extremum Problems
1.2. Special Extremum Problems
1.3. Variational Inequalities, Complernentarity Problems and Generalized Systems
1.4. Optimal Design of an Underwater Pipeline
1.5. Further Problems in Applied Mechanics
1.6. Equilibrium Flows in a Network
1.7. Testing Statistical Hypotheses
1.8. Vector Problems from Industry
1.9. Comments
References
Chapter 2. Elements of Convex Analysis and Separation
2.1. Convex Sets and Cones
2.2. Linear Support and Separation
2.3. Convex Functions
2.4. Some Extensions of Convexity
2.5. Comments
References
Chapter 3. Introduction to Image Space Analysis
3.1. Semidifferentiability
3.2. Image Problem
3.3. Stationarity
3.4. Sonic Examples
3.5. Comments
References
Chapter 4. Alternative and Separation
4.1. Introduction
4.2. Separation Functions
4.3. Special Separation Functions
4.4. A General Setting for a Theorem of the Alternative
4.5. Special Theorems of the Alternative
4.6. A Special Separation Theorem
4.7. Theorems of the Alternative for Multifunctions
4.8. Cone Multifunctions
4.9. Systems of Intersection Type
4.10. Comments
References
Chapter 5. Optimality Conditions. Preliminary Results
5.1. Introduction
5.2. Weak Separation and Sufficient Conditions
5.3. Weak Separation and Necessary Conditioim
5.4. Sonic Applications
5.5. Reciprocal Problems
5.6. Connections between Discrete and Continuous Problems
5.7 Comments
References
Glossary of Notation
Subject Index