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<?php $x = 1e-15; // naive: catastrophic cancellation $native = exp($x) - 1; echo $native; // 1.1102230246252E-15, WRONG // expm1: computed without cancellation $precise = expm1($x); echo $precise; // 1.00000000000000005E-15, CORRECT // same problem in reverse $y = 1e-15; // naive echo log(1 + $y); // 1.1102230246252E-15, WRONG echo log1p($y); // 1.00000000000000005E-15, CORRECT // real-world use: compound interest on tiny rates. $rate = 0.00001; // 0.001% daily rate $days = 365; // naive continuous compounding $wrong = exp($rate * $days) - 1; // precise $right = expm1($rate * $days);
Output for 5.2.2 - 5.2.17, 5.3.0 - 5.3.29, 5.4.0 - 5.4.45, 5.5.0 - 5.5.38, 5.6.0 - 5.6.40, 7.0.0 - 7.0.33, 7.1.0 - 7.1.33, 7.2.0 - 7.2.34, 7.3.0 - 7.3.33, 7.4.0 - 7.4.33, 8.0.0 - 8.0.30, 8.1.0 - 8.1.34, 8.2.0 - 8.2.30, 8.3.0 - 8.3.30, 8.4.1 - 8.4.21, 8.5.0 - 8.5.6
1.1102230246252E-151.0E-151.1102230246252E-151.0E-15
Output for 4.3.0 - 4.3.11, 4.4.0 - 4.4.9, 5.0.0 - 5.0.5, 5.1.0 - 5.1.6, 5.2.0 - 5.2.1
1.1102230246252E-151E-151.1102230246252E-151E-15

preferences:
89.25 ms | 2702 KiB | 4 Q