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Exercise 870Calculus › Single-variable calculus › Differentiation › Taylor expansionsL2Added 3 Nov 2026

cosh x ≤ e^(x²/2)

#series comparison#hyperbolic functions#inequalities

Statement

Prove that for all real xx, cosh⁡x≤ex2/2\cosh x\le e^{x^2/2}.

Hint

Write both sides as power series in xx and compare the coefficients of x2kx^{2k} term by term.

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Solution

Series.
cosh⁡x=∑k≥0x2k(2k)!,ex2/2=∑k≥0x2k2kk!.\cosh x=\sum_{k\ge0}\frac{x^{2k}}{(2k)!},\qquad e^{x^2/2}=\sum_{k\ge0}\frac{x^{2k}}{2^kk!}.

Comparison. For k≥1k\ge1,
(2k)!=k!⋅(k+1)(k+2)⋯(2k) ≥ k!⋅2k,(2k)!=k!\cdot(k+1)(k+2)\cdots(2k)\ \ge\ k!\cdot2^k,
since each of the kk factors k+1,…,2kk+1,\dots,2k is at least 22. Hence 1(2k)!≤12kk!\frac1{(2k)!}\le\frac1{2^kk!} for all kk (equality for k=0k=0 and k=1k=1).

Conclusion. The inequality holds term by term and x2k≥0x^{2k}\ge0, so cosh⁡x≤ex2/2\cosh x\le e^{x^2/2}.

Remark. This bound is the standard "sub-Gaussian" estimate: it shows that a random sign ±1\pm1 has moment generating function E etX=cosh⁡t≤et2/2\mathbb{E}\,e^{tX}=\cosh t\le e^{t^2/2}, the key to Hoeffding's inequality.