โ Scribed by L. E. Scales (auth.)
No coin nor oath required. For personal study only.
Front Matter....Pages i-xi
Introduction....Pages 1-6
Fundamentals of unconstrained optimization....Pages 7-25
Univariate minimization....Pages 26-55
Multivariate minimization....Pages 56-109
Non-linear least squares....Pages 110-138
Fundamentals of constrained optimization....Pages 139-151
Linearly constrained minimization....Pages 152-178
Non-linearly constrained minimization....Pages 179-231
Back Matter....Pages 232-243
Analysis
๐ SIMILAR VOLUMES
Full book with OCR.
1. Introduction -- 2. The geometry of linear programming -- 3. The simplex method -- 4. Duality theory -- 5. Sensitivity analysis -- 6. Large scale optimization -- 7. Network flow problems -- 8. Complexity of linear programming and the ellipsoid method -- 9. Interior point methods -- 10. Integer pro
<p><span>The book presents a graduate level, rigorous, and self-contained introduction to linear optimization (LO), the presented topics being</span></p><ol><li><span><span>expressive abilities of LO;</span></span></li><li><span><span>geometry of LO - structure of polyhedral sets, LO duality and its