Dhara, Anulekha.,

Optimality conditions in convex optimization : a finite-dimensional view / Anulekha Dhara, Joydeep Dutta. - 1 online resource (xviii, 426 pages)

Includes bibliographical references (pages 413-421) and index.

1. What is convex optimization? -- 2. Tools for convex optimization -- 3. Basic optimality conditions using the normal cone -- 4. Saddle points, optimality, and duality -- 5. Enhanced Fritz John optimality conditions -- 6. Optimality without constraint qualification -- 7. Sequential optimality conditions -- 8. Representation of the feasible set and KKT conditions -- 9. Weak sharp minima in convex optimization -- 10. Approximate optimality conditions -- 11. Convex semi-infinite optimization -- 12. Convexity in nonconvex optimization.

9780429065026

10.1201/b11156 doi


Mathematical optimization.

QA402.5 / .D43 2012

519.3 / D533