Represent code in math equations
[comment]: # Represent code in math equations
Introduce
The article shows a way to use math equations to represent code's logical.
Key ideas
logical first
Get readers to see the logical first, so prefer to keep a 'where' section to describe variables separately.
Pure function conception
I am thinking, in a function, whether we can just use
- Only has a 'if/else' statement
- Only has a 'switch/case' statement
- Only has a 'for' statement
- Only has a 'foreach' statement
- Only has a 'while' statement
- Only has statements without 'if/else', 'switch/case', 'for', 'foreach' or 'while'.
Decision Structures
- Decision structure - simple
\[result =
\begin{cases}
statement_1, & {condition}_1 \\
statement_2, & {condition}_2 \\
statement_3 & \text{otherwise}
\end{cases}
\]
- Decision structure (if ... then) - if, else
\[result =
\begin{cases}
statement_1, & \text{if}\ {condition}_1 \\
statement_2, & \text{if}\ {condition}_2 \\
statement_3 & \text{otherwise}
\end{cases}
\]
- Decision structure (if ... then) - if, else with multiple lines
\[\text{if (constant-expression)} \\
\{ \\
\qquad statement_1 \\
\qquad statement_2 \\
\}
\]
- Decision structure(selection) - switch, case, default, goto, break
\[result = (switch : {expression})
\begin{cases}
statement_1, & \text{case}\ {constant-expression}_1 \\
statement_2, & \text{case}\ {constant-expression}_2 \\
statement_3 & \text{otherwise}
\end{cases}
\]
- Loop structure (conditional) - while, continue
First check the condition to determine if enter the loop.
\[{while}_\text{condition} \text{statement}
\]
- Loop structure (conditional) - do, while, continue
First execute the statement, then check the condition to determine if enter the next loop.
\[{while}^\text{condition} \text{statement}
\]
- Loop structure (iteration) - for
\[{for}_\text{i = 1}^\text{ i < n} \text{statement}
\]
- Loop structure (iteration) - for with step
\[{for}_\text{i = 1}^\text{ i < n; i += 2} \text{statement}
\]
- Loop structure (iteration) - foreach
\[{foreach}_\text{item}^\text{items} \text{statement}
\]
Keywords
- break
\(\bigotimes\) - continue
\(\bigodot\)
function
\[\text{(variable_1 [, ..., variable_n]) function_name(parameter_1 [, ..., parameter_k])} = \\
[\{] \\
\qquad statement_1 \\
\qquad statement_2 \\
\qquad ... \\
\qquad statement_n \\
where \\
\qquad variable_1 = ... \\
\qquad ... \\
\qquad variable_m = ... \\
[\}]
\]
function in one body
\[\text{(variable_1 [, ..., variable_n]) function_name(parameter_1 [, ..., parameter_l])} = \\
\qquad \begin{cases}
statement_1 \\
statement_2 \\
where \\
\qquad variable_1 = ... \\
\qquad ... \\
\qquad variable_m = ... \\
\end{cases} \\
\]
class
\[\text{class class_name[(inherited class name)]} = \\
[\{] \\
[where] \\
\qquad field_1 = ... \\
\qquad ... \\
\qquad field_m = ... \\
[functions]\\
\qquad function_1 \\
\qquad function_2 \\
\qquad ... \\
\qquad function_n \\
[\}]
\]
Comment - single line
\[\text{ # input some comments} \\
\text{ : input some comments}
\]
Comment - multiple lines
\[''' \\
\text{ this is} \\
\text{ multiple lines comments} \\
'''
\]
Comment - multiple lines 2
\[""" \\
\text{ this is} \\
\text{ multiple lines comments} \\
"""
\]
Sample
\[\text{class firstclass} = \\
\qquad field1 = 1 \\
\qquad field2 = true \\
\qquad \\
\qquad func1(param1, y) \\
\qquad \{ \\
\qquad \qquad var1,\ var2 = func2(1,\ 2) = \\
\qquad \qquad func3(var1) \\
\qquad \qquad y^{(mean)} = f4(y) \\
\qquad where \\
\qquad \qquad var1 \text{ # return value 1}\\
\qquad \qquad var2 \text{ # return value 2}\\
\qquad \qquad y \text{ : result data of training data.} \\
\qquad \qquad y^{(mean)} \text{ : the arithmetic mean along the y.} \\
\qquad \} \\
\qquad \\
\qquad (result1,\ result2)\ func2(param1,\ param2) = \\
\qquad \{ \\
\qquad \qquad result1 =
\begin{cases}
1, & \text{param1 > 0} \\
-1 & \text{otherwise}
\end{cases} \\
\qquad \qquad var2 = 100 \text{ # it is a variable defined in body. }\\
\qquad \qquad result2 = var1 + var2 + param2 \\
\qquad where \\
\qquad \qquad result1 \text{ # return value 1} \\
\qquad \qquad result2 = 0 \text{ # return value 2} \\
\qquad \qquad var1 = 10 \text{ # it is a variable. } \\
\qquad \} \\
\qquad \\
\qquad func3(param1) = \\
\qquad \begin{cases}
\text{# do something ...} \\
\text{# do something ...} \\
\text{# do something ...} \\
\text{# do something ...} \\
\text{# do something ...} \\
\text{# do something ...} \\
\end{cases} \\
\qquad \\
\qquad f4(y) = \frac{sum(y)}{count(y)} \\
\qquad \\
\qquad
\]
References
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