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Optimality conditions in convex optimization : a finite-dimensional view / Anulekha Dhara, Joydeep Dutta.

By: Dhara, Anulekha [author.].
Contributor(s): Dutta, Joydeep.
Material type: materialTypeLabelBookPublisher: Boca Raton, Fla. : CRC Press, 2012Description: 1 online resource (xviii, 426 pages).ISBN: 9780429065026.Subject(s): Mathematical optimizationAdditional physical formats: Print version: : No titleDDC classification: 519.3 Online resources: Click here to view.
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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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.

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