Chapter 17 – Genetic Algorithms in Hybrid Neural Networks
- A cell contains 42 chromosomes. (Yes | No)
No. There are 46 chromosomes in a cell.
- A genetic algorithm is deterministic, not random. (Yes | No)
No. A genetic algorithm is random, which makes it more efficient than many deterministic algorithms.
- An evolutionary algorithm means that program code evolves. (Yes | No)
There is not a single clear-cut answer.
No. The program runs like any other program.
Yes. In some ways, when it is used to optimize a neural network in a hybrid neural network, it changes the parameters of the system. Also, it is possible to use a genetic algorithm to add or take layers out of a CNN, for example.
- It is best for a child to have the same genes as one of the parents even after many generations. (Yes | No)
No. Certainly not! We need diverse genes to remain a fit genetic group.
- Diversity...
