func sum(f, start, from, to) { var s = 0; RangeNum(start, to, from-start).each { |i| s += f(i); } return s } func leftrect(f, a, b, n) { var h = ((b - a) / n); h * sum(f, a, a+h, b-h); } func rightrect(f, a, b, n) { var h = ((b - a) / n); h * sum(f, a+h, a + 2*h, b); } func midrect(f, a, b, n) { var h = ((b - a) / n); h * sum(f, a + h/2, a + h + h/2, b - h/2) } func trapez(f, a, b, n) { var h = ((b - a) / n); h/2 * (f(a) + f(b) + sum({ f(_)*2 }, a+h, a + 2*h, b-h)); } func simpsons(f, a, b, n) { var h = ((b - a) / n); var h2 = h/2; var sum1 = f(a + h2); var sum2 = 0; sum({|i| sum1 += f(i + h2); sum2 += f(i); 0 }, a+h, a+h+h, b-h); h/6 * (f(a) + f(b) + 4*sum1 + 2*sum2); } func tryem(label, f, a, b, n, exact) { say "\n#{label}\n in [#{a}..#{b}] / #{n}"; say(' exact result: ', exact); say(' rectangle method left: ', leftrect(f, a, b, n)); say(' rectangle method right: ', rightrect(f, a, b, n)); say(' rectangle method mid: ', midrect(f, a, b, n)); say('composite trapezoidal rule: ', trapez(f, a, b, n)); say(' quadratic simpsons rule: ', simpsons(f, a, b, n)); } tryem('x^3', { _ ** 3 }, 0, 1, 100, 0.25); tryem('1/x', { 1 / _ }, 1, 100, 1000, log(100)); tryem('x', { _ }, 0, 5_000, 5_000_000, 12_500_000); tryem('x', { _ }, 0, 6_000, 6_000_000, 18_000_000);