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This is an implementation of 9 different optimization-algorithms (single variable). The algorithms are created to find the minima for given convex function. The following are the 9 algorithms implemented
- Exhaustive search algorithm
- Bounding Phase algorithm
- Interval Halving algorithm
- Fibonacci Search method
- Golden Search method
- Succesive Quadratic Estimation
- Bisection Method
- Newton Raphson Method
Feel free to try out the code here: https://mybinder.org/v2/gh/MRK4863/optimization_techniques-single_variable.git/HEAD?urlpath=https%3A%2F%2Fgithub.com%2FMRK4863%2Foptimization_techniques-single_variable%2Fblob%2Fmaster%2Fmath_algorithms.ipynb ;)