###### Question 1882 – Nielit Scientist-B 17-12-2017

November 18, 2023###### Question 17092 – NTA UGC NET JUNE-2023 Paper-2

November 18, 2023# Question 17089 – NTA UGC NET JUNE-2023 Paper-2

Which of the following is not a solution representation in a genetic algorithm?

Correct Answer: D

Question 14 Explanation:

“Combinations” is not typically a direct solution representation in a genetic algorithm. In genetic algorithms, the common solution representations include:

Binary Valued: Where each gene in an individual is represented as a binary value (0 or 1).

Real Valued: Where each gene in an individual is represented as a real number, often within a specific range.

Permutation: Where the genes represent a permutation or ordering of elements. This is often used for problems like the Traveling Salesman Problem.

“Combinations” as a direct representation is not commonly used in genetic algorithms. Instead, it might be implemented using other representations like binary, real-valued, or permutation depending on the specific problem being solved.

Binary valued

Real valued

Permutation

Combinations

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