Why does dynamic programming provide faster solutions that recursive algorithms solving the same problem? 1.avoids resolving overlapping subproblems 2.dynamic programming uses dynamic memory that is more efficient than stack memory 3.loops are always faster than recursion 4.dynamic uses arrays that are faster than function calls
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- Python RecursionAssignment: No loops or string functions allowedFor function decToBinary, write the missing parts of the recursion case. This function should return a string that stores the binary equivalent for int variable num. Example: The binary equivalent of 13 may be found by repeatedly dividing 13 by 2. So, 13 in base 2 is represented by the string "1101". Examples: decToBinary(13) -> "1101" public String decToBinary (int num) { if (num < 2) return Integer.toString(num); else return <<Missing recursive call>> + <<Missing calculation>>;}Recursion can be direct or indirect. It is direct when a function calls itself and it is indirect recursion when a function calls another function that then calls the first function. To illustrate solving a problem using recursion, consider the Fibonacci series: - 1,1,2,3,5,8,13,21,34...The way to solve this problem is to examine the series carefully. The first two numbers are 1. Each subsequent number is the sum of the previous two numbers. Thus, the seventh number is the sum of the sixth and fifth numbers. More generally, the nth number is the sum of n - 2 and n - 1, as long as n > 2.Recursive functions need a stop condition. Something must happen to cause the program to stop recursing, or it will never end. In the Fibonacci series, n < 3 is a stop condition. The algorithm to use is this: 1. Ask the user for a position in the series.2. Call the fib () function with that position, passing in the value the user entered.3. The fib () function examines the argument (n). If n < 3…
- This section is divided into two subsections. Each subsection contains a problem to be solved using both recursive and non-recursive approaches. You need to implement the solution in one of your preferred languages ( C++, or JAVA). In addition, you need to provide the order growth analysis and plot the input size vs. run-time graph for both approaches. The n th Triangle Problem Write a code for finding the n th triangle number of triangle sequences: 1, 3, 6, 10, ..., n. That is, your code should accept an integer number, which indicates the triangle levels, and returns how many dots we need to form a triangle with respect to the given level. For example, consider the Fig 1. For n = 3 (can be also written as T3), your code should returns 6. Provide a single program consists of the following: • Write a function called TriangularRecursive for the recursive version that takes number of level as an int argument. Hints: 1) Identify the base case for the TriangularRecursive function. 2) Let…Python Using recursion only No loops Using such type()function, len()function, max(), indexing(lst[i]), slicing(lst[i:j]) The function must return the biggest dict in the list and not print def findMaxLenD(lst):Using recursion, write a Java program that creates an array of 10 numbers entered by the user. The recursive function receives the array and the position of the starting point of the array. The function returns the index of the smallest element of the array. The main method outputs the smallest of these numbers using the returned index.
- The 4th problem mimics the situation where eagles flying in the sky can be spotted and counted.FindEagles: a recursive function that examines and counts the number of objects (eagles) in aphotograph. The data is in a two-dimensional grid of cells, each of which may be empty (value 0) orfilled (value 1 to 9). Maximum grid size is 50 x 50. The filled cells that are connected form an object(eagle). Two cells are connected if they are vertically, horizontally, or diagonally adjacent. Thefollowing figure shows 3 x 4 grids with 3 eagles. 0 0 1 21 0 0 01 0 3 1 FindEagle function takes as parameters the 2-D array and the x-y coordinates of a cell that is a part ofan eagle (non-zero value) and erases (change to 0) the image of an eagle. The function FindEagleshould return an integer value that counts how many cells has been counted as part of an eagle and havebeen erased. The following sample data has two pictures, the first one is 3 x 4, and the second one is 5 x 5 grids. Notethat your program…Create a recursive function with arguments N and K in python 3 that does the following specifications:Using numbers ranging from 0 to 15 (inclusive), create all possible lists which sum up to K and have a length of N. Duplicated numbers are allowed as long as it fulfills the conditions above (this means [0,0,1], [0,1,0] and [1,0,0] are all correct outputs if K=1 and N=3) The function returns the number of created lists which follow the specifications mentioned. For example, given K=23 and N=2, the expected output of the function is 8. Constraints:1) The time complexity must be O(n) or faster. Indicate the time complexity of created code as proof.(Redundant due to constraint above, but still it is important to note that the function must be able to finish in 9 seconds or less when N=10)2) You are not allowed to use external libraries or itertools.Using Python Recursion is the concept of a function calling itself until the problem is solved when the Base Case is met. Study Recursion: See slides in Modules, Practice Slides, lab12 and also Recursion is in chapter 9 of the textbook. Some examples of recursion are: compute [ factorial of a number, towers of Hanoi, fractals (as shown in the textbook), and many more]. Example: See slides Page 2 For this assignment we'll use Collatz Cojecture (see Wikipedia). Collatz Conjecture algorithm: Given a number n, first call to the function: f(n): In the function: if n == 1 return 1: if n is even then f(n/2), i.e. call self with the new value. else (n is odd) call self with the new value, f((n*3)+1) and repeat. All numbers eventually end up with 1. The program should test for the base case which is: if n == 1, in which case it returns to the caller with 1. This problem is perfect to demonstrate Recursion.Create a list with random numbers (you can just do this part manually) in the list as 1,…
- The following recursion occurs when there are more than two calls for each non-base case: : c)Multiple recursion d)Two Step Recursion a)Linear recursion b)Binary recursionWrite a recursive function recursiveMinimum that takes an integer array, a starting subscript, and an ending subscript as arguments, and returns the smallest element of the array. The function should stop processing and return when the starting sub- script equals the ending subscript. c++Practice recursion on lists Practice multiple base conditions Combine recursion call with and,or not operators Search for an element in a list using recursion Instructions In this lab, we will write a recursive function for searching a list of integers/strings. Write a recursive function to determine if a list contains an element. Name the function recursive_search(aList, value), where aList is a list and value if primitive type is the object we want to search for. Return a boolean, specifically True if and only if value is an element of aList else return False from the function Examples: recursive_search([1,2,3], 2) == True recursive_search([1,2,3], 4) == False recursive_search([ ], 4) == False recursive_search([ [ 1 ], 2 ], 1) == False # -----> (because the list contains [ 1 ] and 2, not 1) Hint: Think about what the base case is? When is it obvious that the element is not in the list? If we are not at the base case, how can you use the information about the first element of the…