FITNESS FUNCTION

 

SAT FITNESS FUNCTION

Original Function (f1): This function calculates the number of satisfy clauses.

Gottlieb_Voss_F1 (f2): This function supposes that the number of positives ocurrencies is bigger than the negatives ocurrencies number. So the function going to the individuals that satisfy much clauses.

Gottlieb_Voss_F2 (f3): This function refuses the individuals that don't satisfy too much clauses.

Gottlieb_Voss_F3 (f4): We can combinate GVF2 and GVF3. This function looks for variables that can satisfy the maximum number of clauses and refuse the individuals that can't satisfy the mayority of clauses.

Gottlieb_Voss_F4 (f5): The anterior functions use information about variables, but this function uses information relative on clauses.

RND FITNESS FUNCTION

Original Function (f1):This fuction was defined by Calégari. The alpha parameter must be equal 2 to provide the best results.

Average use (f2): This function uses the average number of covered cells by a transmitter.

Average + Deviation use (f3): In this fuction the numerator is maximized (Average use) and the denominator is minimized (Deviation). So, we look for the individuals with a minimum deviation of cover average.

Penalized (f4): This function penalizes when the cover average is under 1.

ONEMAX FITNESS FUNCTION

Original Function (f1):The fitness value of an individual is the number of bits activated.

 

 

 

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