Title:
Optimality conditions in convex optimization a finite-dimensional view
Author:
Dhara, Anulekha.
ISBN:
9781439868232
Publication Information:
Boca Raton, Fla. : CRC Press, 2012.
Physical Description:
xviii, 426 p. : ill.
Contents:
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.
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