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
Famous quotes containing the words differences, plain and/or genetic:
“The differences between revolution in art and revolution in politics are enormous.... Revolution in art lies not in the will to destroy but in the revelation of what has already been destroyed. Art kills only the dead.”
—Harold Rosenberg (1906–1978)
“The Miss America contest is ... the most perfectly rendered theater in our culture, for it so perfectly captures what we yearn for: a low-class ritual, a polished restatement of vulgarity, that wants to open the door to high-class respectability by way of plain middle-class anxiety and ambition.”
—Gerald Early (b. 1952)
“Man is not merely the sum of his masks. Behind the shifting face of personality is a hard nugget of self, a genetic gift.... The self is malleable but elastic, snapping back to its original shape like a rubber band. Mental illness is no myth, as some have claimed. It is a disturbance in our sense of possession of a stable inner self that survives its personae.”
—Camille Paglia (b. 1947)