Amazon cover image
Image from Amazon.com

Numerical optimization with applications

By: Contributor(s): Material type: TextTextPublication details: New Delhi : Narosa, ©2022Description: xiii, 694 p. : ill. ; 25 cmISBN:
  • 9788173198540
Subject(s): DDC classification:
  • 519.3 CHA-N
Contents:
1. Introduction 2. Linear programming 3. Mathematics of the simplex method 4. Duality in linear programming 5. The transformation and assignment problems 6. Integer linear programming 7. Convex optimization and quadratic programming 8. Optimality conditions and duality in nonlinear programming 9. Unconstrained optimization problems 10. Algorithms in nonlinear programming 11. Computational complexity and Karmarkar's Algorithm for Linear Programming 12. Some generalized convex functions and fractional programming 13. Multi-objective optimization: theory and methods 14. Semi-definite programming 15. Evolutionary methods and global optimization 16. Mathematical programming applications in machine learning 17. Mathematical programming applications in financial mathematics 18. Mathematical programming applications in engineering 19. Mathlab codes for some selected algorithms.
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
Books Books IIITD General Stacks Mathematics 519.3 CHA-N (Browse shelf(Opens below)) Available 012839
Total holds: 0

Includes bibliographical references and index.

1. Introduction 2. Linear programming 3. Mathematics of the simplex method 4. Duality in linear programming 5. The transformation and assignment problems 6. Integer linear programming 7. Convex optimization and quadratic programming 8. Optimality conditions and duality in nonlinear programming 9. Unconstrained optimization problems 10. Algorithms in nonlinear programming 11. Computational complexity and Karmarkar's Algorithm for Linear Programming 12. Some generalized convex functions and fractional programming 13. Multi-objective optimization: theory and methods 14. Semi-definite programming 15. Evolutionary methods and global optimization 16. Mathematical programming applications in machine learning 17. Mathematical programming applications in financial mathematics 18. Mathematical programming applications in engineering 19. Mathlab codes for some selected algorithms.

There are no comments on this title.

to post a comment.
© 2024 IIIT-Delhi, library@iiitd.ac.in