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secondhand Nonlinear Optimization Methods like new

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Non-linear optimization methods

Contains:

1. Introduction to Nonlinear Problems
- Introduction
- Structure of Problems
- Classification of Problems
- Some Useful Definitions and Results
2. Convergence of Algorithms
- Algorithmic Problems
- Convergence and Rate of Convergence
3. Unconstrained One-Dimensional Problems
- Introduction
- The Newton Method
- The Improved Newton Method
- Methods Using Only the First Derivative
- Methods Using Only Function Values
4. Unconstrained Multidimensional Problems
- Introduction
- Empirical Methods
- The Method of Greatest Change
- The Multidimensional Newton Method
- Conjugate Directions
- Newton-type Methods (Quasi Newton)