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minSij

minSij is a mathematical notation used to denote the minimum value of a family of numbers Sij indexed by i and j. In compact form, minSij = min_{i ∈ I, j ∈ J} Sij, where I and J specify the index sets. If S is a matrix with rows indexed by i and columns by j, minSij is simply the smallest entry in the matrix. If S is a function S(i, j) defined on a finite domain, minSij is the minimum value of that function over the domain.

In many contexts Sij represents a score, cost, energy, or similarity between pairs (i, j). The minimum

Computationally, calculating minSij involves scanning the relevant entries of S and keeping track of the smallest

Related notions include maxSij for the maximum value, and argmin techniques that return the pair (i, j)

over
i
and
j
captures
the
most
favorable
or
least
costly
pairing,
depending
on
the
interpretation.
For
example,
in
an
assignment
or
transportation
problem,
minSij
identifies
the
lowest
cost
connection
among
all
possible
i–j
pairs.
In
clustering
or
graph-related
tasks,
it
might
be
used
to
determine
the
weakest
link
or
the
closest
pair
according
to
S.
seen
value.
The
time
complexity
is
generally
O(|I|·|J|)
for
a
dense
matrix.
Handle
special
cases
carefully:
if
I
or
J
is
empty,
the
minimum
is
undefined;
if
S
contains
NaNs,
some
environments
propagate
NaN
as
the
result
unless
explicitly
handled.
achieving
the
minimum
rather
than
the
value
itself.