Differences From A Plain Genetic Algorithm
- All four genetic operators (initialization, mutation, crossover, and selection) can be delegated to humans using appropriate interfaces (Kosorukoff, 2001).
- Initialization is treated as an operator, rather than a phase of the algorithm. This allows a HBGA to start with an empty population. Initialization, mutation, and crossover operators form the group of innovation operators.
- Choice of genetic operator may be delegated to humans as well, so they are not forced to perform a particular operation at any given moment.
Read more about this topic: Human-based Genetic Algorithm
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