{VERSION 5 0 "IBM INTEL NT" "5.0" } {USTYLETAB {CSTYLE "Maple Input" -1 0 "Courier" 0 1 255 0 0 1 0 1 0 0 1 0 0 0 0 1 }{CSTYLE "2D Math" -1 2 "Times" 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 1 }{CSTYLE "2D Comment" 2 18 "" 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 } {CSTYLE "2D Input" 2 19 "" 0 1 255 0 0 1 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "2D Output" 2 20 "" 0 1 0 0 255 1 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 256 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 257 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 258 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 259 "" 1 12 0 0 0 0 1 0 0 0 0 0 0 0 0 1 } {CSTYLE "" -1 260 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 261 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 262 "" 1 18 0 0 0 0 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 263 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 264 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 } {CSTYLE "" -1 265 "" 1 12 0 0 0 0 0 2 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 266 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 267 "" 1 12 0 0 0 0 0 2 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 268 "" 1 12 0 0 0 0 0 2 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 269 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 } {CSTYLE "" -1 270 "" 1 12 0 0 0 0 1 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 271 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 272 "" 1 12 0 0 0 0 0 0 1 0 0 0 0 0 0 1 }{CSTYLE "" -1 273 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 274 "" 1 12 0 0 0 0 0 2 0 0 0 0 0 0 0 1 } {CSTYLE "" -1 275 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 276 "" 1 12 0 0 0 0 0 0 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 277 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 278 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 279 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 } {CSTYLE "" -1 280 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 }{CSTYLE "" -1 281 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 282 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 283 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 }{CSTYLE "" -1 284 "" 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 } {CSTYLE "" -1 285 "" 1 14 0 0 0 0 0 0 0 0 0 0 0 0 0 0 }{PSTYLE "Normal " -1 0 1 {CSTYLE "" -1 -1 "Times" 1 12 0 0 0 1 2 2 2 2 2 2 1 1 1 1 }1 1 0 0 0 0 1 0 1 0 2 2 0 1 }{PSTYLE "Heading 1" -1 3 1 {CSTYLE "" -1 -1 "Times" 1 18 0 0 0 1 2 1 2 2 2 2 1 1 1 1 }1 1 0 0 8 4 1 0 1 0 2 2 0 1 }{PSTYLE "Maple Output" 0 11 1 {CSTYLE "" -1 -1 "" 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 }3 3 0 -1 -1 -1 0 0 0 0 0 0 -1 0 }{PSTYLE "Title" 0 18 1 {CSTYLE "" -1 -1 "" 1 18 0 0 0 0 0 1 1 0 0 0 0 0 0 0 }3 0 0 -1 12 12 0 0 0 0 0 0 19 0 }{PSTYLE "Author" 0 19 1 {CSTYLE "" -1 -1 "" 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 }3 0 0 -1 8 8 0 0 0 0 0 0 -1 0 }{PSTYLE "Normal" -1 256 1 {CSTYLE "" -1 -1 "Times" 1 12 0 0 0 1 2 2 2 2 2 2 1 1 1 1 }3 1 0 0 0 0 1 0 1 0 2 2 0 1 }{PSTYLE "" 18 257 1 {CSTYLE "" -1 -1 "" 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 0 }0 0 0 -1 -1 -1 0 0 0 0 0 0 -1 0 }{PSTYLE "" 19 258 1 {CSTYLE "" -1 -1 "" 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 }1 0 0 -1 -1 -1 0 0 0 0 0 0 -1 0 }} {SECT 0 {PARA 257 "" 0 "" {TEXT -1 0 "" }{TEXT -1 19 "LINEAR INDEPENDE NCE" }}{PARA 258 "" 0 "" {TEXT -1 0 "" }{TEXT 285 22 "Linear Algebra P roject" }}{SECT 0 {PARA 3 "" 0 "" {TEXT -1 0 "" }{TEXT 256 10 "Objecti ve:" }}{PARA 0 "" 0 "" {TEXT -1 134 "To understand the concept of line ar independence; to be able to determine whether a given set of vector s is independent or dependent.." }}}{SECT 0 {PARA 3 "" 0 "" {TEXT -1 0 "" }{TEXT 257 15 "Solved Example:" }}{PARA 0 "" 0 "" {TEXT -1 0 "" } }{PARA 0 "" 0 "" {TEXT -1 41 "a) Are the following vectors independent ?" }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 28 " \+ " }{TEXT 277 1 "p" }{TEXT -1 2 "= " }{XPPEDIT 19 1 "`<,>`(4,1, 2, 5);" "6#-%$<,>G6&\"\"%\"\"\"\"\"#\"\"&" }{TEXT -1 2 "; " }{TEXT 278 2 "q=" }{XPPEDIT 19 1 "`<,>`(7,3, 1, -6);" "6#-%$<,> G6&\"\"(\"\"$\"\"\",$\"\"'!\"\"" }{TEXT -1 2 "; " }{TEXT 279 1 "r" } {TEXT -1 1 "=" }{XPPEDIT 19 1 "`<,>`(-1,2, 7, 3);" "6#-%$<,>G6&,$\"\" \"!\"\"\"\"#\"\"(\"\"$" }{TEXT -1 2 "; " }{TEXT 280 1 "s" }{TEXT -1 2 "= " }{XPPEDIT 19 1 "`<,>`(9,8, 17, 5);" "6#-%$<,>G6&\"\"*\"\")\"#<\" \"&" }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 71 "b) If the vectors are dependent, show a dependence relation among them. " }}}{SECT 0 {PARA 3 "" 0 "" {TEXT -1 0 "" }{TEXT 258 0 "" }{TEXT 259 9 "Solution:" }{TEXT 260 0 "" }}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 0 "" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 42 "with (linalg): with \+ (plots): with (Lamp);\n" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 111 "p:= matrix(4,1,[4,1,2,5]); q:= matrix(4,1,[7,3,1,-6]); r:= matrix(4,1 ,[-1,2,7,3]); s:= matrix(4,1,[9,8,17,5]);\n" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"pG-%'matrixG6#7&7#\"\"%7#\"\"\"7#\"\"#7#\"\"&" }} {PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"qG-%'matrixG6#7&7#\"\"(7#\"\"$7#\" \"\"7#!\"'" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"rG-%'matrixG6#7&7#! \"\"7#\"\"#7#\"\"(7#\"\"$" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"sG-%' matrixG6#7&7#\"\"*7#\"\")7#\"#<7#\"\"&" }}}{EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 43 "M:=augment(p,q,r,s,matrix(4,1,[0,0,0,0]));\n" }} {PARA 11 "" 1 "" {XPPMATH 20 "6#>%\"MG-%'matrixG6#7&7'\"\"%\"\"(!\"\" \"\"*\"\"!7'\"\"\"\"\"$\"\"#\"\")F.7'F2F0F+\"# " 0 "" {MPLTEXT 1 0 18 "M1:=gausselim(M);\n" }} {PARA 11 "" 1 "" {XPPMATH 20 "6#>%#M1G-%'matrixG6#7&7'\"\"%\"\"(!\"\" \"\"*\"\"!7'F.#\"\"&F*#F-F*#\"#BF*F.7'F.F.\"#7\"#CF.7'F.F.F.F.F." }}} {EXCHG {PARA 0 "> " 0 "" {MPLTEXT 1 0 14 "Backsolve(%);\n" }}{PARA 11 "" 1 "" {XPPMATH 20 "6#-%'RTABLEG6%\")%)e#*>-%'MATRIXG6#7&7#,$&%\"XG6# \"\"%!\"\"F+7#,$*&\"\"#\"\"\"F-F6F17#F-&%'VectorG6#%'columnG" }}} {PARA 0 "" 0 "" {TEXT -1 24 "This shows that vectors " }{TEXT 282 1 "p " }{TEXT -1 1 "," }{TEXT 284 3 " q " }{TEXT -1 4 "and " }{TEXT 283 3 " r " }{TEXT -1 38 "are linear combinations of the vector " }{TEXT 281 2 "s." }}}{PARA 0 "" 0 "" {TEXT -1 77 "_______________________________ ______________________________________________" }}{PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 256 "" 0 "" {TEXT -1 0 "" }{TEXT 261 0 "" } {TEXT 262 10 "ASSIGNMENT" }}{SECT 0 {PARA 3 "" 0 "" {TEXT -1 0 "" } {TEXT 263 10 "Problem 1:" }{TEXT 268 0 "" }{TEXT 269 0 "" }{TEXT 270 0 "" }{TEXT 271 0 "" }{TEXT 272 0 "" }{TEXT 273 0 "" }{TEXT 274 0 "" } }{PARA 0 "" 0 "" {TEXT -1 28 "a) Are any three vectors in " }{XPPEDIT 18 0 "R^3;" "6#*$%\"RG\"\"$" }{TEXT -1 22 " independent? Explain." }} {PARA 0 "" 0 "" {TEXT -1 0 "" }}{PARA 0 "" 0 "" {TEXT -1 27 "b) Are an y four vectors in " }{XPPEDIT 18 0 "R^3;" "6#*$%\"RG\"\"$" }{TEXT -1 53 " dependent? Explain using a matrix and row reduction." }}{PARA 3 " " 0 "" {TEXT 264 1 " " }{TEXT 265 0 "" }{TEXT 266 0 "" }{TEXT 267 0 " " }}}{SECT 0 {PARA 3 "" 0 "" {TEXT -1 0 "" }{TEXT 275 10 "Problem 2:" }}{PARA 0 "" 0 "" {TEXT -1 87 "Given the set \{(2,0,2), (0,4,0)\}. Add a vector to this set so that the new set will be:" }}{PARA 0 "" 0 "" {TEXT -1 29 "a) independent b)dependent." }}{PARA 0 "" 0 "" {TEXT -1 89 " \+ " }}}{SECT 0 {PARA 3 "" 0 "" {TEXT -1 0 "" } {TEXT 276 20 "Problem 3 (Summary):" }}{PARA 0 "" 0 "" {TEXT -1 49 "Gen eralize the results you found in Problem 1 to " }{XPPEDIT 18 0 "R^n;" "6#)%\"RG%\"nG" }{TEXT -1 2 " ." }}}{PARA 0 "" 0 "" {TEXT -1 77 "_____ ______________________________________________________________________ __" }}{PARA 0 "" 0 "" {TEXT -1 94 "MSIP Grant #P120A80089-98: \"Three \+ Urban Calculus Reform Programs: Adopting the Best\" 1998-2001" }}} {MARK "1 1" 22 }{VIEWOPTS 1 1 0 1 1 1803 1 1 1 1 }{PAGENUMBERS 0 1 2 33 1 1 }{RTABLE_HANDLES 19925884 }{RTABLE M7R0 I5RTABLE_SAVE/19925884X*%)anythingG6"6"[gl!#%!!!"%"%,$&%"XG6#""%!""F',$F(!"#F(6 " }