Computer Science · Genetic Algorithms
Which of the following describes Holland's Schema Theorem in the context of Genetic Algorithms?
Verified Solution4 OptionsUpdated: October 2026👁️1 View
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- 1Random search outperforms genetic search when the schema size is extremely small.
- 2Highly fit, short, low-order schemata increase exponentially in the population over successive generations.✓
- 3All schemata in a population are guaranteed to converge to a single global optimum within finite steps.
- 4Long, high-order schemata are less likely to be disrupted by crossover and mutation operators.
Correct answer
Highly fit, short, low-order schemata increase exponentially in the population over successive generations.
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