UNIVERSIDAD NACIONAL DE INGENIERÍA FACULT FACULTAD DE INGENIERÍA QUÍMICA Q UÍMICA Y TEXTIL TEXTI L ÁREA ACADÉMICA DE INGENIERÍA QUÍMICA
REGRESIÓN LINEAL Y POLINOMIAL CON MATHCAD
ALUMNOS
:
AGUILAR TORRES, TORRES, GUSTA GUSTAVO ARANA YI, JORGE LUIS DÍAZ BURGOS, JOSÉ MIGUEL
CURSO
:
CÁLCULOS EN INGENIERÍA QUÍMICA
PROFESOR
:
ING. JOSÉ DÁVILA
SECCION
:
“A”
GRUPO
:
5
CICLO
:
200 ! I
ÍNDICE
I. INTRODUCCIÓN
II. OBJETIVOS
III. MARCO TEÓRICO
IV. EL ENTORNO DE Ma!"a#
V. EJEMPLOS DE APLICACIÓN
VII. CONCLUSIONES
VIII. BIBLIOGRAFÍA
REGRESIÓN LINEAL Y POLINOMIAL CON MATHCAD
I. INTRODUCCIÓN D"#$" % &'()"*"# $"% +&-'", "% '&)'"#& $" %/# #&1"$/$"# +/ "#/$& 31*4%/$& &* "% $"#4-'11"*& /%1/16* $" 7*1/# 84" &"*1"* %/# //1$/$"# +4/*"#, /*& "* % /#" 9(#1 && 1*"%"4/%"#. A#(, %/# "*&%&)(/# $" %/ 1*9&'/16* "#:* /-1/*$& % '/-/; %/# 31$/# $" % 1*$131$4 , &' &*#1)41"*", "# 1&'/*" "#/' /4/%1$ #&-'" &$& 9/1%1/'1$ &* %/ 41%116* $" /%)=* #&9>/'", "* *4"#'& /#&, /%1/$& / %/ 1*)"*1"'(/. E% 4#& $"% #&9>/'" Ma!"a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
II. OBJETIVOS
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III. MARCO TEÓRICO REGRESIÓN LINEAL: L%//$/ /-17* “M7&$& $" % (*1 4/$'/$” & “M7&$& $" %/ (*1/ #4/ $" % 4/$'/$ $" % '"#1$4” E% 7&$& &*#1#" "* %%"3/' 4* &*;4*& $" $/ /-4%/$ / %/ "4/16* $" 4*/ '"/, %/ 4/% % '"'"#"*/ && 4*/ 94*16*. G':91/"*"
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IV. EL ENTORNO DE Ma!"a# @/'/ "% $"#/''&%%& $" %/# /%1/1&*"# )':91 84" / &*1*4/16* #" '"#"*/*, #" +/ 4#/$& %/ 3"'#16* M/+/$ F.0 "* "#/H&%. C&& 4/%841"' &'& #&9>/'" &/1-%" &* 1*$&>#, #" '"#"*/ "* 9&'/ $" 3"*/*/#, &* (&* #(-&% 84" "'1"* 4* 4#& 1*4113& $"% '&)'//. U*/ $" %/# *&3"$/$"# $" "#/ 3"'#16* "# %/ “3"*/*/ $" #4)"'"*1/# $" M/+/$”, 84" "% '&)'// 4"#'/ /% 1*11/'.
V$%a%a &'(%"(&a) #$ Ma!"a#:
CARACTERÍSTICAS PRINCIPALES: L/ '1*1/% /'/"'(#1/ $" Mathcad "# 84" '"#4%/ /* 9:1% $" 4#/' && %/# &*&1$/# +&;/# $" :%4%&. Y, #1* "-/')&, *& "# *""#/'1& /'"*$"' *1*)4*/ #1*/?1# &%1/$/. E* Mathcad 4*/ "4/16* //'"" /% && #" &$'(/ 3"' "* 4*/ 1''/ & "* 4* %1-'&.
C&* Mathcad #" 4"$" '"#&%3"' ':1/"*" 4/%841"' '&-%"/ /":1&, / #"/ $" 9&'/ #1-6%1/ & *47'1/"*". T/-17* #" 4"$" #14/' "?& / #4 /%'"$"$&' /'/ $&4"*/' "% '/-/;&, & '"/' '"'"#"*/1&*"# -1$1"*#1&*/%"# '1$1"*#1&*/%"#. C&-1*/*$& "4/1&*"#, "?& )':91 "* 4* #&%& $&4"*&, Mathcad 9/1%1/ "% #")411"*& $" % :%4% :# &%"; %& 84" "'1" %%"3/' 4* &*'&% 1*41& $"% '/-/;&.
LOS SIGNOS DE IGUALDAD: /#/ /+&'/ +" 31#& $ #(-&% 84" 94*1&*/* $" 9&'/ #11%/' 84" "% #1)*& $" 1)4/%$/$ 84" #" 4#/ /% +/"' :%4% #&-'" /"%K #&* E% #(-&%& . S" '// $" 4* #1)*& $" 1)4/%$/$ $" 1*"''&)/16*. L" pide / M/+/$ 84" "3/%=" %& 84" "#: / %/ 1<841"'$/ 84" 4"#'" "% '"#4%/$& / %/ $"'"+/. E% #(-&%& . S" '// $" 4* #1)*& $" 1)4/%$/$ $" /#1)*/16*. L" dice / M/+/$ 84" &" %& 84" "#: / %/ $"'"+/ 84" %& /#1)*" / %& 84" "#: / %/ 1<841"'$/. E#" "# "% "8413/%"*" $" meter en memoria $" 4*/ /%4%/$&'/ /*4/%. E?1#"* $ #1)* $" 1)4/%$/$ /$11&*/%"#. E# $"1', "* '"/%1$/$ M/+C/$ 1"*" $"91*1$ F #1)* $" 1)4/%$/$ &* #1)*191/$ $19"'"*"#. L $ /$11&*/%"# #&*
D"91*116* )%&-/%
S" 41%1 /'/ $"91*1' 3/'1/-%"# & 94*1&*"#, /*"# $" 84" //'"</* $"91*11&*"# $" 1&
I)4/%$/$ %6)1/ CTRL *
U1%("%& "* '"#&%3"' -%&84"# && &"'/$&' -&&%"/*&. E#" &"'/$&' '"&'*/ 4* #1 "* "9"& /, 4* 0 #1 %/ 1)4/%$/$ *& #" 4%".
VARIABLES DE INTERVALO: S1*/?1# L/ 3/'1/-%" $" 1*"'3/%& "#: $"91*1$/. @/'/ 3"'%/ "#'1-/ %+
REPRESENTACIÓN MATRICIAL:
@&$" '"'"#"*/' $" &'/ /*"'/ / %/ 3/'1/-%" “*”
GRÁFICOS X,Y: L )':91 !Y &*1"*"* *&'/%"*" 4*/ & 3/'1/# "?'"#1&*"# &* 3/'1/-%"# $" 1*"'3/%& "* /- ";"#.
A% +/"' %1 94"'/ $"% )':91&, & #1%""*" $/*$& 4* ENTER, "% '&)'// /4&:1/"*" $"91*" % %(1"# '/ 4*/ 4'3/, "#& #")=* %/# &1&*"# $" 9&'/& $"% )':91&, 4"# #" 4"$" '"'"#"*/' && 4* $1#'".
CÁLCULO SIMBÓLICO: O'/ $" %/# 3"*/;/# $" "#" '&)'//, "# %/ 9/1%1$/$ /'/ '"/%1' % :%4% #1-6%1.
- Cálculo de límites y sumatorias:
- Cálculo de sumatorias:
- Cálculo de derivadas e integrales:
- Simplificar expresiones:
UNIDADES: E# -%" /#&1/' 4*1$/$"# / 4/%841"' 3/'1/-%" & &*#/*". @&' ";"%& A% +/"' 84" M/+/$ 4"#'" "% '"#4%/$&, #" 1*$1/': 84" "% '"#4%/$& &*1"*" 4*1$/$"# $" %&*)14$ "* "' M/+/$ 4"#'/ &' $"9"& % '"#4%/$ "* 7'1* $" #4# $1"*#1&*"# 94*$/"*/%"#. @&' ";"%& S" 4"#'/ "* 7'1* $" %/# $1"*#1&*"# $" 94"' M/+/$ /''/#'/ %/# 4*1$/$"# #")=* 3/ /%4%/*$&. @&' ";"%&
C&& "# %6)1&, M/+/$ *& '&"#/ 4*/ &"'/16* 4/*$& "?1#" 1*&/1-1%1$/$ $" 4*1$/$"#.
FUNCIONES INCORPORADAS Mathcad 4"*/ &* 4*/ )'/* /*1$/$ $" 94*1&*"# 1*&'&'/$/#, /%)4*/# $"
)'/* &%";1$/$. A%)4*/# $" "%%/# #&*
T'1)&*&7'1/# 1"'-6%1/# T'1)&*&7'1/# " 1"'-6%1/# 1*3"'#/# E?&*"*1/%"# %&)/'(1/# P4*1&*"# &%";/# P4*1&*"# &*$11&*/%"# P4*1&*"# "#/$(#1/# P4*1&*"# &* /'1"# 3"&'"#
L/ /&'(/ $" "#/# 94*1&*"# 4"$"* 4#/'#" $1'"/"*", /4*84" /%)4*/# '"841"'"* /%)4*/# $"91*11&*"# '"31/#.
E*'" "#/# 94*1&*"# "#:* %/# 84" &''"#&*$"* / %/ /")&'(/ “Ajuste y suaviaci!n de curvas" , $&*$" "*&*'/ %/# 84" '"/%1* % /;4#"# %1*"/% &%1*&1/%, &* "% *&-'" $" “%1*"” “'")'"##” '"#"13/"*".
R$-'$(/% L(%$a)
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L/ 94*16* “'")'"##” * $"34"%3" 4* 3"&' $" &"911"*"#, "% 4/% #"': 41%1$& "* %/ 94*16* “1*"'” /'/ "3/%4/' "% &%1*&1& $" 1*"'&%/16* "* /%)=* 4*& $"91*1$& &' "% 4#4/'1&, "% 4/% "#: $"*'& $"% '/*)& $" $/ 4*& 1*"'&%/$&.
@/'/ &-"*"' "% &%1*&1& $" '")'"#16* "# *""#/'1& '"/%1' 4* "84"H& '&)'// /'/ &P4*1&* “1*"'”
V. EJEMPLOS DE APLICACIÓN
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VII. CONCLUSIONES
VIII. BIBLIOGRAFÍA