Consider the minimization problem on slide 1 with fixed step size. The objective function is f(x1,x2)=(10x12+x22)/2 a. write r code for the gradient decent algorithm. Show that the algorithm converges to the global minimum. python

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Linear Programming Concepts

Linear programming is a famous mathematical modeling tool for determining the best distribution of scarce resources among competing demands. Machinery, time, personnel, raw materials, money, and space are all resources. It is used to find the most optimal solution to a problem with given constraints. The real-life situations can be formulated using linear programming concepts into a mathematical model. Linear programming problems consist of an objective function and linear equalities subjected to constraints.