Let
f,g:\Bbb{R}^{N}\rightarrow (-\infty,\infty ]
f
,
g
:
R
N
→
(
−
∞
,
∞
]
be Borel measurable, bounded below and such that
\inf f+\inf g\geq 0.
inf
f
+
inf
g
≥
0.
We prove that with
m_{f,g}:=(\inf f-\inf g)/2,
m
f
,
g
:
=
(
inf
f
−
inf
g
)
/
2
,
the inequality
||(f-m_{f,g})^{-1}||_{\phi }+||(g+m_{f,g})^{-1}||_{\phi }\leq 4||(f\Box g)^{-1}||_{\phi }
∣
∣
(
f
−
m
f
,
g
)
−
1
∣
∣
ϕ
+
∣
∣
(
g
+
m
f
,
g
)
−
1
∣
∣
ϕ
≤
4
∣
∣
(
f
□
g
)
−
1
∣
∣
ϕ
holds in every Orlicz space
L_{\phi },
L
ϕ
,
where
f\Box g
f
□
g
denotes the infimal convolution of
f
f
and
g
g
and where
||\cdot ||_{\phi }
∣
∣
⋅
∣
∣
ϕ
is the Luxemburg norm (i.e., the
L^{p}
L
p
norm when
L_{\phi }=L^{p}
L
ϕ
=
L
p
). Although no genuine reverse inequality can hold in any generality, we also prove that such reverse inequalities do exist in the form
||(f\Box g)^{-1}||_{\phi }\leq 2^{N-1}(||(\check{f}-m_{f,g})^{-1}||_{\phi }+||(\check{ g}+m_{f,g})^{-1}||_{\phi }),
∣
∣
(
f
□
g
)
−
1
∣
∣
ϕ
≤
2
N
−
1
(
∣
∣
(
f
ˇ
−
m
f
,
g
)
−
1
∣
∣
ϕ
+
∣
∣
(
g
ˇ
+
m
f
,
g
)
−
1
∣
∣
ϕ
)
,
where
\check{f}
f
ˇ
and
\check{g}
g
ˇ
are suitable transforms of
f
f
and
g
g
introduced in the paper and reminiscent of, yet very different from, nondecreasing rearrangement. Similar inequalities are proved for other extremal operations and applications are given to the long-time behavior of the solutions of the Hamilton-Jacobi and related equations.