Question: Implement the hill climbing algorithm in Python and use it to solve the following three peak finding problems on grid. For each problem, the initial

Implement the hill climbing algorithm in Python and use it to solve the following three peak finding problems on grid. For each problem, the initial point is (0,0).

grid1 = [[3, 7, 2, 8], [5, 2, 9, 1], [5, 3, 3, 1]]

grid2 = [[0, 0, 0, 1, 4], [0, 0, 2, 8, 10], [0, 0, 2, 4, 12], [0, 2, 4, 8, 16], [1, 4, 8, 16, 32]]

f = lambda x,y: -(1-x)**2 - 100*(y - x**2)**2 a,b,c,d,=-2,2,-1,3

grid3 = [[f(a + i*(b-a)/99, c + j*(d-c)/99) for j in range(100)] for i in range(100)]

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!