Exam 3: Perception
Which statement best summarizes the focus of the Gestalt psychologists?
B
Assume you are presented with the following problem: "How many four-letter English words can be created using only the letters A, E, M, N, R, S, T?" Describe both an algorithmic approach and a heuristic approach for finding the solution to this problem.Explain how your two approaches would differ in terms of success rate and speed of obtaining an accurate solution.
Algorithmic Approach:
One algorithmic approach to solving this problem would be to use a recursive function to generate all possible combinations of four letters from the given set of letters A, E, M, N, R, S, T. The function would start with an empty string and then for each letter in the given set, it would append the letter to the string and call itself with the updated string and the remaining letters. This process would continue until the string has a length of four, at which point it would be added to a list of valid words. Finally, the algorithm would return the length of the list of valid words.
Heuristic Approach:
A heuristic approach to solving this problem would be to first recognize that there are 7 choices for the first letter, 6 choices for the second letter, 5 choices for the third letter, and 4 choices for the fourth letter. Therefore, the total number of four-letter words that can be created is 7 * 6 * 5 * 4 = 840.
Difference in Success Rate and Speed:
The algorithmic approach would have a higher success rate in obtaining an accurate solution because it systematically generates all possible combinations and ensures that no valid words are missed. However, it would be slower in terms of obtaining the solution due to the recursive nature of the algorithm and the need to generate and store all possible combinations.
On the other hand, the heuristic approach is faster in obtaining a solution as it quickly calculates the total number of possibilities. However, it may not be as accurate as the algorithmic approach because it assumes all combinations are valid words, which may not be the case.
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