Decision Tree Representations for Genetic Programming Sample Clauses

Decision Tree Representations for Genetic Programming. In 1992 Koza [66, Chapter 17] demonstrated how genetic programming can be used for different classification problems. One of the examples shows how ID3 style decision trees (see Figure 2.1) can be evolved in the form of LISP S-expressions. − − − − − × − In another example the task is to classify whether a point (x, y) belongs to the first or second of two intertwining spirals (with classes +1 and 1). In this case the function set consists of mathematical operators (+, , , /, sin and cos) and a decision-making function (if less then else ). The terminal set consists of random floating-point constants and variables x and −
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