第一步:簡單函數的積分
把一個非負簡單函數寫成標準形式:s = 對 k 求和 a_k·1_{A_k},其中 a_k 是它的兩兩不同的取值,A_k = {x : s(x) = a_k} 是互不相交的可測集。簡單函數的積分由唯一合理的公式定義——值乘以大小,對所有片求和。
Standard form: s = sum_{k=1..n} a_k * 1_{A_k}, a_k distinct, A_k disjoint measurable
Definition: integral of s = sum_{k=1..n} a_k * m(A_k)
(here m = Lebesgue measure; use the convention 0 * infinity = 0)
Example. On [0,5] let
s = 3 on [0,2), s = 0 on [2,4), s = 7 on [4,5]
Then A_1 = [0,2), m=2 ; A_2 = [2,4), m=2 ; A_3 = [4,5], m=1
integral of s = 3*2 + 0*2 + 7*1 = 6 + 0 + 7 = 13.第二步:用上確界處理非負可測函數
現在設 f 是任意非負可測函數(允許取值於 [0, +∞])。用簡單函數從下方逼近它,並取這種逼近中最好的。非負函數的積分定義為落在 f 下方的那些簡單函數積分的上確界。
Definition (f >= 0 measurable):
integral of f = sup { integral of s : s simple, 0 <= s <= f everywhere }
The sup is over a NON-EMPTY set (s = 0 always qualifies)
and it may equal +infinity. So integral of f always EXISTS in [0, +infinity].
Approximate from below — the canonical staircase:
for level n, set s_n(x) = min( n, floor(2^n f(x)) / 2^n )
-> each s_n is simple, 0 <= s_1 <= s_2 <= ... <= f,
and s_n(x) -> f(x) at every x (increasing pointwise limit).順帶得到的性質
兩條基本性質從上確界定義中立刻得出。單調性: 若 0 <= f <= g,則 integral f <= integral g,因為 f 下方的每個簡單函數也都在 g 下方,故 f 的上確界是在更小的集合上取的。非負性: 總有 integral f >= 0。它們呼應著測度的單調性,並將在接下來的收斂定理中被反覆使用。