Technology
Solving Recurrence Relations: A Comprehensive Guide
Solving a Specific Recurrence Relation Using Initial Conditions
Recurrence relations are essential in solving a wide range of problems in mathematics and computer science. In this article, we will delve into the detailed process of solving the recurrence relation (a_n 18a_{n-1} - 36a_{n-2} 3n cdot 9^n) with initial conditions (a_0 4) and (a_1 10).
Step 1: Homogeneous Part
The first step is to solve the homogeneous part of the recurrence relation, which in this case is:
(a_n - 18a_{n-1} 36a_{n-2} 0)
The characteristic equation for this homogeneous part is:
(lambda^2 - 18lambda 36 0)
Solving for (lambda) gives us:
(lambda 9 pm 3sqrt{5})
Thus, the solution to the homogeneous part is:
(a_n C_1 (9 - 3sqrt{5})^n C_2 (9 3sqrt{5})^n)
Step 2: Nonhomogeneous Part
The next step is to find a particular solution to the nonhomogeneous part, which is:
(3n cdot 9^n)
A particular solution of this form can be guessed as:
(v_n (A Bn) 9^n)
Substitution and Solving for Coefficients
Substituting the guessed form into the recurrence relation, we get:
((A Bn) 9^n - 18(A B(n-1)) 9^{n-1} 36(A B(n-2)) 9^{n-2} 3n cdot 9^n)
Dividing through by (9^{n-2}) gives:
((4A 9B(n-1) 81Bn) 9^2 3n cdot 9^2)
Dividing through by (9^2) gives:
((4A 9Bn - 9B 81Bn) 3n)
Rearranging gives:
((85B - 9B)n 4A - 9B 3n)
Matching the coefficients gives us the system:
(85B - 9B 3) and (4A - 9B 0)
Solving these, we get:
(B -frac{27}{5})
(A -frac{54}{5})
Therefore, the particular solution is:
(v_n -frac{54 - 54n}{5} 9^n -frac{3^{2n 3}}{5} n)
General Solution
The general solution for the recurrence relation is the sum of the homogeneous and particular solutions:
(a_n C_1 (9 - 3sqrt{5})^n C_2 (9 3sqrt{5})^n - frac{3^{2n 3}}{5} n)
Initial Conditions
To find the constants (C_1) and (C_2), we use the initial conditions:
(a_0 4) and (a_1 10)
Substituting (n 0) and (n 1) into the general solution gives the system:
(C_1 C_2 4)
((9 - 3sqrt{5}) C_1 (9 3sqrt{5}) C_2 - frac{162}{5} 10)
Solving this system, we get:
(C_1 frac{37}{5} - frac{113sqrt{5}}{150})
(C_2 frac{37}{5} frac{113sqrt{5}}{150})
Final Solution
The final solution to the recurrence relation is:
(a_n left(frac{37}{5} - frac{113sqrt{5}}{150}right) (9 - 3sqrt{5})^n left(frac{37}{5} frac{113sqrt{5}}{150}right) (9 3sqrt{5})^n - frac{3^{2n 3}}{5} n)
Conclusion
The detailed process of solving recurrence relations involves breaking down the problem into a homogeneous and nonhomogeneous part. Each part requires a different approach: finding the characteristic equation for the homogeneous part and guessing a form for the particular solution of the nonhomogeneous part. By combining these solutions and applying initial conditions, we can determine the constants and obtain the final solution.
For further reading and more examples, refer to the link below.