<s>
Evolutionary	B-Algorithm
multimodal	I-Algorithm
optimization	I-Algorithm
is	O
a	O
branch	O
of	O
evolutionary	O
computation	O
,	O
which	O
is	O
closely	O
related	O
to	O
machine	O
learning	O
.	O
</s>
<s>
Evolutionary	B-Algorithm
algorithms	I-Algorithm
(	O
EAs	O
)	O
due	O
to	O
their	O
population	O
based	O
approach	O
,	O
provide	O
a	O
natural	O
advantage	O
over	O
classical	O
optimization	O
techniques	O
.	O
</s>
<s>
The	O
field	O
of	O
Evolutionary	B-Algorithm
algorithms	I-Algorithm
encompasses	O
genetic	B-Algorithm
algorithms	I-Algorithm
(	O
GAs	O
)	O
,	O
evolution	B-Algorithm
strategy	I-Algorithm
(	O
ES	O
)	O
,	O
differential	B-Algorithm
evolution	I-Algorithm
(	O
DE	O
)	O
,	O
particle	B-Algorithm
swarm	I-Algorithm
optimization	I-Algorithm
(	O
PSO	O
)	O
,	O
and	O
other	O
methods	O
.	O
</s>
<s>
A	O
niching	O
framework	O
utilizing	O
derandomized	O
ES	O
was	O
introduced	O
by	O
Shir	O
,	O
proposing	O
the	O
CMA-ES	B-Algorithm
as	O
a	O
niching	O
optimizer	O
for	O
the	O
first	O
time	O
.	O
</s>
