Elementary Optimization

  • Kenneth Lange
Part of the Springer Texts in Statistics book series (STS)

Abstract

Optimization theory is one of the oldest branches of mathematics, serving as a catalyst for the development of geometry and differential calculus [117]. Today it finds applications in a myriad of scientific and engineering disciplines. The current chapter briefly surveys material that most students encounter in a good calculus course. This review is intended to showcase the variety of methods used to find the exact solutions of elementary problems. We will return to some of these methods later from a more rigorous perspective. One of the recurring themes in optimization theory is its close connection to inequalities. This chapter introduces a few classical inequalities; more will appear in succeeding chapters.

Keywords

Stationary Point Differential Calculus Steep Ascent Multiplier Rule Strict Concavity 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media New York 2004

Authors and Affiliations

  • Kenneth Lange
    • 1
  1. 1.Department of Biomathematics and Human GeneticsUCLA School of MedicineLos AngelesUSA

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