LaTeX Component-wise Inequality Symbols: $\preceq$ and $\succeq$ etc.
In reference1, when talking about “polyhedron (polyhedra)”, the mathematical symbol $\preceq$ is used to denote component-wise inequality. Specifically, for two vectors $\boldsymbol{\mathrm{x}},\boldsymbol{\mathrm{y}}\in\mathbb{R}^n$,
- $\boldsymbol{\mathrm{x}}\preceq\boldsymbol{\mathrm{y}}$ denotes that each element of $\boldsymbol{\mathrm{x}}$ is less than or equal to the corresponding element in $\boldsymbol{\mathrm{y}}$.
and similarly we have:
- $\boldsymbol{\mathrm{x}}\succeq\boldsymbol{\mathrm{y}}$ … greater than or equal to …
- $\boldsymbol{\mathrm{x}}\prec\boldsymbol{\mathrm{y}}$ … less than…
- $\boldsymbol{\mathrm{x}}\succ\boldsymbol{\mathrm{y}}$ … greater than…
Sometimes, “$\le$”, “$\ge$”, “$<$”, and “$>$” can be used in place of above symbols to denote the same meanings, but the both sides of the symbol should be vectors, such as $\boldsymbol{\mathrm{x}}\le\boldsymbol{\mathrm{y}}$ and $\boldsymbol{\mathrm{x}}\ge\boldsymbol{\mathrm{y}}$.
In LaTeX, above component-wise inequality symbols can be typed using following commands, respectively2:
\preceq(precedes or equals3): $\preceq$\succeq(succeeds or equals) : $\succeq$\prec(precedes): $\prec$\succ(succeeds): $\succ$
and other similar ones4:
\nprec(does not precede): $\nprec$\npreceq( neither precedes nor equals): $\npreceq$\precneqq: $\precneqq$\precnsim: $\precnsim$\precnapprox: $\precnapprox$\nsucc(does not succeed): $\nsucc$\nsucceq(neither succeeds nor equals): $\nsucceq$\succneqq: $\succneqq$\succnsim: $\succnsim$\succnapprox: $\succnapprox$
Of course, these symbols can be used in Markdown files as well.
Besides, sometimes the symbol $\preceq$ (resp. $\succeq$) also can be used to denote that the symmetric matrix $\boldsymbol{\mathrm{A}}$ is negative (resp. positive) semidefinite by $\boldsymbol{\mathrm{A}}\preceq0$ (resp. $\boldsymbol{\mathrm{A}}\succeq0$). See blog5.
References
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Review Notes and Supplementary Notes CS229 Course Machine Learning Standford University, Convex Optimization Overview, p. 2. ˄
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LaTeX Math Symbols, p.2. ˄
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Jensen’s Inequality, Convex Function, Concave Function, and Non-convex Function. ˄