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Boolean Satisfiability Problem (SAT) Group 6 Hasnain Yusuf(05020322) Jasim Shiekh(05020305) Fitness Function • The Boolean Function itself ? • Convert the Variables to Floating Point? • F(x1; x2; . . .; xn)xk belongs to [0; 1] = f(x1; x2; . . .; xn)xk belongs to {0;1} Example Function • f(x1; x2; x3) = x1 + x2x3 • F(x1; x2; x3) = x1s(x2tx3) • if xk is less than 0.5, then convert xk to 0; otherwise, convert xk to 1. • at0 = 0; at1 = a; as0 = a; as1 = 1 Evolution • Population generated randomly • Random Numbers are mapped to individuals in the population • Funnel Effect (individuals with higher fitness have higher priority)