January 2020
Intermediate to advanced
346 pages
9h 8m
English
Content preview from Hands-On Genetic Algorithms with Python
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Limitations of genetic algorithms
To get the most out of genetic algorithms, we need to be aware of their limitations and potential pitfalls.
The limitations of genetic algorithms are as follows:
- The need for special definitions
- The need for hyperparameter tuning
- Computationally-intensive operations
- The risk of premature convergence
- No guaranteed solution
We will cover each of these in the upcoming sections.
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