Introduction to optimization and semidifferential calculus

Introduction to optimization and semidifferential calculus

by Delfour, Michel C.

Type Book
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This primarily undergraduate textbook focuses on finite-dimensional optimization. Readers will find: an original and well integrated treatment of semidifferential calculus and optimization; emphasis on the Hadamard subdifferential, introduced at the beginning of the 20th century and somewhat overlooked for many years, with references to original papers by Hadamard (1923) and Frâechet (1925); fundamentals of convex analysis (convexification, Fenchel duality, linear and quadratic programming, two…

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Title Statements

  • Full title :Introduction to optimization and semidifferential calculus / M.C. Delfour.

Summary

This primarily undergraduate textbook focuses on finite-dimensional optimization. Readers will find: an original and well integrated treatment of semidifferential calculus and optimization; emphasis on the Hadamard subdifferential, introduced at the beginning of the 20th century and somewhat overlooked for many years, with references to original papers by Hadamard (1923) and Frâechet (1925); fundamentals of convex analysis (convexification, Fenchel duality, linear and quadratic programming, two-person zero-sum games, Lagrange primal and dual problems, semiconvex and semiconcave functions); complete definitions, theorems, and detailed proofs, even though it is not necessary to work through all of them; commentaries that put the subject into historical perspective; numerous examples and exercises throughout each chapter, and answers to the exercises provided in an appendix.

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Edition Statements

  • Publication Date:2012.

Publication Statements

The Physical Object

  • Description:XVI, 347 Seiten

Edition Identifiers

  • ISBN:9781611972146, 1611972140
  • oclc:ocn816193215
  • LC Classification:QA402.5
  • Dewey Decimal:515/.642

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