Genetic-algorithms
Question 1 |
Which of the following is not a solution representation in a genetic algorithm?
Binary valued
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Real valued
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Permutation
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Combinations |
Question 1 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.