4. Classic Optimization Methods I

  1. Xin-She Yang

Published Online: 28 SEP 2010

DOI: 10.1002/9780470640425.ch4

Engineering Optimization

Engineering Optimization

How to Cite

Yang, X.-S. (2010) Classic Optimization Methods I, in Engineering Optimization, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470640425.ch4

Publication History

  1. Published Online: 28 SEP 2010
  2. Published Print: 21 JUN 2010

ISBN Information

Print ISBN: 9780470582466

Online ISBN: 9780470640425

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Keywords:

  • unconstrained optimization;
  • gradient-based methods;
  • steepest descent method;
  • line search;
  • nonlinear optimization

Summary

This chapter contains sections titled:

  • Unconstrained Optimization

  • Gradient-Based Methods

  • Constrained Optimization

  • Linear Programming

  • Simplex Method

  • Nonlinear Optimization

  • Penalty Method

  • Lagrange Multipliers

  • Karush-Kuhn-Tucker Conditions