Mathematical Programming

Mathematical Programming

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  • Duality
  • Kuhn-Tucker optimality conditions for equality and inequality constraints
  • Line-Search methods
  • Newton’s method
  • Optimality conditions
  • Computational aspects of simplex procedure
  • Continuous variable algorithm
  • Convex programming
  • Dual simplex algorithm
  • Elements of dynamic programming
  • Farka’s lemma
  • Integer programming
  • Linear inequalities
  • Mixed and behaviour strategies in dynamic games
  • Nonlinear programming
  • Parametric programming
  • Pure and mixed strategies
  • Quadratic programming
  • Resolution of degeneracy problem
  • Revised simplex method
  • Separable programming
  • Network problems
  • Representation of linear constraints,
  • Sensitivity analysis
  • Simplex method
  • Two phase method