Pattern extraction for time-series classification
Texte intégral
(2) !"$#%& ')(+*,''.-/0. 31 254!67684:94!;<67=8> ? @ACBEDGF8HJIKBMLONQP,RTSUBWFYV XZF![]\^FY_a`,HKLJbFYAcLP,RedefgF8h8LKHJBEh.`!fi`,A]jkPZb_almLJF8H3deAaXZBEACFYF8HJBEAaX noAaIpLJBMLJlCLrqP!AcLJF8s]P,HJFZ[<tm`,HKLKuovBEfgbQ`,Axwy,zm[]w{G|!|Z|QSUBWFYV X!FZ[}wF8fgX!BElab ~c,cG8 m!FYYIK ]F.`,HJch7c!mRFYZfE!fEP.c0[<m! ~e Oct QiYY] !Z¡ noAxLJaBEI_a`!_}F8H.[]F¢_mHJPZ_}P!IKF¢IKP!bF¢ACF8£LJPcP!fgIrLJP`,fEfgP.¤bQ`,h7CBEAaF fEF.`HJAaBEAaX¥hYfg`,IKIKBEsaF8HJILJP¦hYPZ_}Fx BMLJ§LJBEbF¨IKF8HJBEFYIja`L©`mªT«¬FxsaHJIpL`HJXZlCFLJa`,L bQ`,ANQLJBEbF8uIKF8HJBEFYI hYfg`!IKIKBMsah.`,LJBEPZA_mHJPZafEFYbIhY`!Ax}F0IKP!fgDZF.jcNjCF8LJFYh7LJBgACX`!Aaj hYP!bCBgACBEAaX:fEPch.`,f_CHJP!_}F8HKLJBEFYI3P!H3_]`LKLJF8HJAaI BEALJBEbF^IKF8HJBEFYIYª]vaFYA®[]`LJFYh©aACBg¯lCF BEI_CHJPZ_}P!IKF.j°LJP¦saA]j±_]`,LKLJF7HJAaI: aBEh©²`,HJFlCIKF8RlCf3R³P!HhYfg`!IKIKBMs]h.`LJBEPZAUªvaFYIKF _a`,LKLJF8HJACI`HJF&h8PZbCBEAaF.jQLJPalaBEfgjBEAcLJF8HJ_CHJF7L©`!afEF hYfg`!IKIKBMsah.`,LJBEPZAHJlafEFYIYª]de´m_}F8HKu BEbFYAcLJIY[Ch.`,HKHJBEF.j¨PZlmL3PZA¨IKFYDGF7H©`!f`HKLJBMs]hYBg`!f`!A]jHJF.`!f_mHJPZCfgF8bIY[aCBgX!afEBEXZcL3LJaF BEAcLJF8HJFYIpL P,RLJaF`!_C_CHJPG`,h7µ}P!LJ%BEA%LJF8HJbIP!RBEAcLJF8HJ_mHJF8L©`!CBgfEBMLON%`,A]j%`!hYh8lCH©`!h7N P,RiLJaF^BEA]jmlahYFYjhYfg`!IKIKBMsaF8HJIYª ¶ ·a¸3¹}º<»0¼¢½&¾¹<¿J»3¸ À ÁcÂ^ÃmÄ<ÃGÅ}>!ÆmǨÃmÈYÉ<2³Ê<4Ë54ZÃ68Ê<2³Ê<ÌÃmË5ÌCÁm682g=8É<Ǩ>3Ã684ÍU4ZÈÁmÇx2³Ê<ÌÎC4,68ÅxÇxÃ=7;<684:ÃÊ®Ä%Âr4!Ë5Ë;<Ê}Ï Ä}4,6Y>J=8Á]Á]ÄeÐ!Ñ Ê<ÒÓÁm67=7;<Ê®Ã=74!Ë5ÅCÆ!ÇxÁC>©=ÁmÒ}=7É<4r4Ô}2>J=825Ê<ÌÃ˳ÌmÁC6725=7É<Ǩ> Õ2gÒUÊ<Á=Ã˳ËWÖeÃ6843Ä}4!Ä<2³È!Ãc=74ZÄ =7Á¨>©2³Çx×<˳4:Ä®Ãc=8ìÕÊa;®Ç4!672È,ÃmËiÁm60>7ÅaÇÍUÁCË52ÈZÖrÃmʮĵÃm674Ê<Ám=0ÃCÄ<Ã×<=74!Ä%=7Áx4,Ô]×®Ë5ÁC2g=0684,ËÃc=72³ÁmÊ<Ï >©É<2³×®>0ÃmÇÁCÊ<̨Ãc=7=76825Í<;<=74!>Õo>©;UÈYɬÃC>ÒÓÁm6^4Ô<ÃmÇ×®Ë54ÌC4,ÁmÇx4,=7682³È¢Ám6=74!Çx×UÁC68ÃmËe>J=867;®È=7;<684!>.ÖYÐ Ø 4=!ÆUÃ˳Á=0ÁmÒ×<68ÁmÍ<˳4,Ǩ>^ÂÁm;<ËÄÍ4Q>7Ám˳Îm4!Ä%4!ÃC>©2³Ë5Å%2gÒÂr4:ÈÁC;<ËÄ=YÃÙm4:2³Êa=7Á¨ÃmÈ!ÈÁm;®ÊC=0>7;®ÈYÉ 674!˳Ã=72³ÁmÊ®>7É<2³×®>,ÆU4mÐ Ì®ÐU=74!Ç×Ám6YÃË>725ÌCÊ®ÃË>&È,˳ÃC>7>72gÚÈ,Ãc=825ÁCÊeÐ<Û¤É<2³Ë³4Ã%˳ÃmÍUÁC672³Ám;®>¢Ã×<×®Ë52È,Ã=72³ÁmÊ ÁÒi4Ô}2>J=825Ê<ÌQ=74!ÈYÉ®Ê<2³Üa;<4Z> Â02³Ë5ËÌm2³Îm4 >8Ãc=82³>©ÒÓÅ]25Ê®ÌQ674Z>©;®Ëg=Y> 2³Ê¨ÇxÃmÊ]ÅÈ!Ãm>74!> ÕÁm;<6r4Ô}×U4!672³Çx4,Êa=8> ÈÁmÊ<Ú®67ÇÝ=8É<2³>.ÖYÆÂ4Í4,˳254!Îm4=7É®Ã=Ã˳Á=ÁÒ 2³Çx×<67ÁcÎC4,Çx4,Êa=:ÈÁm;®Ë³Ä¥Í4ÌaÃ2³Ê<4!Ä/ÍaÅ¥Ä}4Z>©2³ÌmÊ<Ï 25Ê<Ìx>7×U4ZÈ25ÚUÈ&ÃmË5ÌCÁm682g=8É<Ǩ>,Æ]Ãc=Ë54ZÃm>©=2³Ê=84,68Çx>rÁÒ25Êa=74!67×®674,=8ÃÍ®25˳2g=JŨÃmÊ®Ä>725Çx×<˳2³È,2g=JŨÁmÒe=7É®4 ÇÁ}Ä}4!ËoÆ®Í<;}= ×<68ÁmÍ®ÃmÍ<˳Å%ÃË>©Á2³Êµ=84,68Ǩ>^ÁÒÃmÈ,È,;<6YÃmÈÅCÐ ÞKʬ=7É<2>&×UÃ×4,6ZÆ<=7É®4Q×<68ÁmÍ<˳4,ÇÝÁÒ=825Çx4>725ÌCÊ®ÃË>&È,˳ÃC>7>725ÚUÈ,Ã=72³Ámʦ2³>&=8ÃCÈYÙa˳4!ĦÍ]ŦÇ4ZÃÊ®> ÁÒi=7É®4&4Ô]=868ÃCÈ.=72³ÁmʨÁmÒTÄ}2>7È,672³Çx25Ê®Ã=72³Îm4¢×®Ãc=7=74,68Ê®> ÒÓ67ÁCÇß=84,Çx×Ám6YÃËU>72³ÌmÊ®Ãm˳>!ÐmÞp=^2³>Ãm>8>7;<Çx4!Ä =7É®Ã=ÈËÃm>8>©25ÚUÈ!Ãc=72³ÁmÊàÈÁC;<ËÄ°Í4%Ä}ÁCÊ<4¨Í]Å°È,ÁmÇÍ®25Ê<2³Ê<Ì¥2³Ê²Ã¬ÇÁC674¨ÁC6Ë54Z>7>ÈÁmÇx×<˳4Ô§ÂÃGÅ >©;®ÈYÉ£×®Ã=©=74!67ÊU>,Ðá<ÁC6x=7É<4¥Ãm25ÇâÁmÒ¢2³Êa=74,68×<684=YÃÍ<2³Ë525=JÅmÆ Ä<4!È2>725ÁCÊã=7684,4Z>¨Ã684µ;U>©4ZÄäÃC>×UÃc=©Ï =74,68ÊåÈ,ÁmÇÍ®25Ê<4!68>!Ðæ^É®4Ú®6Y>J=x>©4ZÈ.=825ÁCÊàÒÓÁm68ÇxÃmË5˳ŲÄ}4ÚUÊ<4!>=7É<4µ×<68ÁmÍ<˳4,ÇçÁÒ Ç;<Ë5=72³ÎGÃm672Ãc=84 =72³Ç4,Ïp>74,682³4!>0ÈËÃm>8>72gÚUÈ!Ãc=825ÁCʵÃÊUĵÌC25ÎC4!>0>7ÁmÇx4:4Ô<ÃÇx×<˳4!>^ÁmÒ×®67ÁCÍ<Ë54!Ǩ>,Ð<è04!˳Ã=74ZĵÂÁm68Ù2³Ê =7É<4ǨÃmÈYÉ<2³Ê<4Ë54ZÃ68Ê<25ʮ̵ÈÁCÇxÇ;<Ê<25=JŬ2³>:Ä}2>8È;®>8>©4ZÄ¥É<4!674xÃm>¢Âr4!Ë5ËOÐÞKÊ/=8É<4Ê®4Ô]=:>74!È=72³ÁmÊeÆ Âr44,Ô}×U4!672³Çx4,Êa=Â025=7ɲ=JÂÁ¤é©ÊUÃ2³Îm4!ê¥>74=Y>QÁmÒ0ÒÓ4!Ãc=8;<684!>!ÆTÁÒW=84,Êã;U>©4ZIJÃm>ÚU68>©=Çx4!ÃmÊ®>=8Á É®ÃÊ®Ä<Ë54=72³Çx4¨>©4!672³4!>Â025=7É°=76YÃmÄ}25=72³ÁmÊ®ÃmËÃ˳ÌmÁm6825=7É<Ǩ>!Ðæ^É®4=8É<2³68ħ>©4ZÈ.=825ÁCʱ2>Ä}4,ÎCÁ=74ZÄ¥=8Á =7É<4Ä<4!>8È6825×}=825ÁCʬÁÒÁm;<6¢Ã˳ÌmÁm6825=7É<ÇëÂ0É®2³ÈYÉ¥2>0Í®ÃC>©4ZĵÁCÊ¥×®Ãc=7=74!67ʬ4Ô]=868ÃCÈ.=72³ÁmÊTЮæ^É<4ËÃm>©= >©4ZÈ.=72³Ámʬ×<684!>74,Êa=Y>04Ô}×4,6825Çx4,Êa=Y>0Â02g=8É¥=7É®2³>&Ç4,=7É<Á}ÄiÐá25Ê®ÃmË5˳ÅmÆUÂr4QÈ,ÁmÊ®È,Ë5;UÄ}4Â02g=8ɱ>7ÁmÇx4 ÈÁmÇxÇx4,Êa=Y>0ÃʮĵÒÓ;}=8;<674ÂÁm68ÙÄ}2³674ZÈ.=825ÁCÊ®>,Ð Seªa\F `,F.jmLr`,A]jì ªatmBEFY}FYI íÓdTjCIYª î©ï}ðeñ0\^\òy,|Z|mó![}S®^ìrnyóYôZzm[a_a_®ª®ó!óõ.u©ó.yZöc[®y!|!|móZª ÷ t_CHJBEAaX!F8HKuøF7HJf5`,XwF8HJfEBEA¨ùF8B5jmFYfE}F8HJXQy,|Z|mó.
(3) ó!ó.ô. ð ª]úFYlCHKLJI û ü§ý þëÿ ½J¹<¿ºU¿¹}þ %¹<¿ þ
(4) aþeº®¿Jþ²¾ a¿¾ ¹<¿J»3¸&º®»©þ . "!$#$%'&%)(*#+(*,-&/.$10$2(435)6. N. /2a%)0&%)(*#S(,- (60$2(435)6 . æ^É<4:=72³Çx4Q>©4!672³4!>^ÈËÃm>8>72gÚUÈ!Ãc=825ÁCʵ×<68ÁmÍ®Ë54!Çë2³>0Ä<4Ú®Ê<4ZĦÍaÅ=7É<4:ÒÓÁCË5˳ÁcÂ025Ê®Ì4!Ë54!Çx4,Êa=8>/7 4 ; ÁmÒTÁm>Í =J4ZÈ.=Y>3684,×<684!>74,Êa=825Ê<ÌÄ}Å]Ê®ÃÇx2È¢>7Å}>J=84,Ç=76Yà =J4ZÈ.=8Ám68254Z>3ÁC6>8È4!Ê®Ã67Ï 8:9 ;®Ê<25ÎC4,6Y>©< 25Áa>,@Ð ?rÃmÈYɦÁm>Í =J4ZÈ.B= AG@Æ C]Æ<2>0ÁmÍU>©4!67ÎC4!ĨÒÓÁC6 >©ÁCÇx4¢ÚUÊ<2g=84×U4!672³Á}ĦÁÒT=825ÇxE4 D F@GIHJ®Õ CmLÖ KNMmÐ Í =J4!È=8>^Ã684&Ä}4Z>7È,672³Í4!ÄÍ]ŨÃÈ4,67=8Ãm25Ê%Êa;®ÇÍ4,6^ÁÒi=84,Çx×UÁC68ÃmËiÈ,ÃÊUÄ}2³Ä®Ãc=74Ãc=7=76825Í<;<=74!> 8PO > Â0É<2ÈYÉäÃ684¨ÒÓ;<ÊUÈ.=72³ÁmÊU>ÁmÒ&Ám@Í =J4!È.=xÃʮIJ=72³Ç4CÆ=7É];®>xÄ}4ÚUÊ<4!ÄåÁmQÊ ;RSD F4GUT<VWDgÐÛ§4 Ä}4,Ê®Á=74Í]YÅ XÕ CGZH©Ö3=7É®4ÎGÃmË5;®4ÁÒT=8É<4QÃc=7=76825Í®;}=7[4 XµÃc=^=72³Çx[4 H ÒÓÁC6^=7É<4ÁC>Í =J4!È-= C]Ð Í =J4!È=^2>ÒÓ;<67=7É<4!67ÇxÁC674ÈËÃm>8>72gÚ®4ZÄ%2³Êa=7ÁxÁmÊ®4:È,˳ÃC>7>!@Æ \Õ Cm^Ö ]`_a\ A G/bcbdbdGZ\/egfCÐ 8 ?3ÃCÈYɵÁC> 925ÎC4,Ê%Ã68ÃmÊ®Ä}ÁmÇ+>8ÃÇx×<˳4 hji§ÁmÒeÁm>Í =J4ZÈ.=Y> ÒÓ68ÁmÇ=7É®4¢;<Ê®25ÎC4,6Y>©4CÆ=7É®4¢ÌCÁCÃËUÁÒi=8É<4¢Ç¨ÃÏ ÈYÉ<25Ê®40Ë54ZÃ68Ê<25Ê®Ì:ÃmË5ÌCÁm682g=8É<Ç 2>=7Á:ÚUʮĨÃÒÓ;<Ê®È=72³ÁmEÊ k)Õ CmÖÂ0É®2³ÈYÉx2> Ãm>È,Ë5Áa>©4 ÃC>×UÁa>7>725Í®Ë54^=8Á =7É<40=867;®4 ÈËÃm>8>©25ÚUÈ,Ã=72³ÁmlÊ \)Õ CmÖ.ÐCæ^É<2>ÒÓ;<ÊUÈ.=72³ÁmÊ>7É<ÁC;<˳ÄxÄ}4!×U4!Ê®ÄxÁmÊ®Ë5ÅÁmʨÃc=7=76825Í<;<=740ÎcÃ˳;<4!> ÕÓÊ<Ám=QÁmʧÁm>Í =J4ZÈ.=.Ö.Æe2³4mÐ k)Õ CmnÖ mokÕ pe)Õ CG/bMÖ7ÖÂ0É<4!67q4 pàÄ}4,Ê®Á=74Z>=7É<4¨ÎC4!È=7Ám6ÁmÒÃ=©=7682³Í<;}=74Z>,Ð æ^É<4È,˳ÃC>7>725ÚUÈ,Ã=72³ÁmÊÃm˳>7Á&>7É<Ám;<ËÄQÊ®Á=Ä}4,×4,Ê®ÄÁmÊÃÍ®>7Ám˳;}=74r=72³Çx4rÎcÃmË5;<4Z>,Ð 9 ÈÁCÊ®>©4ZÜa;<4,Ê®È,4 ÁÒ=7É<2>r˳Ã=©=74!63×<68Ám×4,67=JÅ2³> =7É®Ã=3=7É®4&ÇxÁ}Ä}4,Ë>©É<ÁC;<ËÄxÍU4ÃÍ<˳40=7ÁÈËÃm>8>©25ÒÓÅ4!Îm4!67Åx>7È,4,Ê®Ãm672³Á Â0É®Ãc=84,Îm4!6^2g=Y> Ä};<6YÃc=825ÁCʵÁmÒÁCÍ®>©4!67ÎcÃ=72³ÁmÊeÐ À Á=84¦=7É®Ã=¨ÃmËg=84,68Ê®Ãc=825ÎC4µ×®67ÁCÍ<Ë54!Ǩ>>7É<ÁC;<˳ģÃË>7Á°Í4¥ÃmÄ<Ä}684!>8>74!ÄiÐá<ÁC6x4Ô<ÃÇx×<˳4mÆ2³Ê D raKOÆ<Ã=74!Çx×UÁC68ÃmËÄ<4=74ZÈ.=825ÁCʵ×<68ÁmÍ®Ë54!Çë2³>0Ä<4Ú®Ê<4ZÄ%Â0É®4,684¢=8É<4:ÌmÁaÃË2³>=8ÁڮʮĬÃQÒÓ;®Ê®È.=825ÁCÊ k)Õ CGZH©ÖÁÒ ÁC> Í =J4!È=ÃÊUħ=72³Ç4¦Â0É<2ÈYÉåÈ,ÃmÊãÄ}4=84!È=xÃC>>7ÁaÁCÊãÃm>×UÁa>7>725Í®Ë54¦>7È,4,Ê®Ãm672³ÁC>ÁmÒ Ã Ìm2³Îm4,ʬÈËÃm>8>rÒÓ67ÁCÇ ×®ÃC>J= ÃmÊ®Ä%×®674Z>©4!ÊC= Ã=©=7682³Í<;}=74ÎcÃmË5;<4Z>^ÁmÊ<˳ÅmÐ æT4!Ç×Ám6YÃËiÃ=©=7682³Í<;}=74Z>É®ÃGÎm4ÍU4!4,ʬÄ}4ÚUÊ<4!ĵÉ<4,684Ãm>^ÈÁCÊa=72³Êa;®Ám;®>rÒÓ;<Ê®È=72³ÁmÊ®>^ÁmÒe=72³Çx4mÐ s ÁcÂ4,Îm4!6!ÆC25ʵ×<6YÃmÈ.=82³È,4mÆ}>725ÌCÊ®ÃË> Ê<4!4!Ä%=7ÁÍU4>8ÃÇx×<˳4!ÄxÒÓÁC6684,×®674Z>©4!ÊC=YÃc=825ÁCʨ25ʦÈÁmÇx×<;<=74,6 Ç4!ÇxÁm68Åm^Ð t}Á®Æ25ʤÒÃCÈ.=ZÆr4ZÃmÈYÉò>8È4,ÊUÃ6825Á²2>µÄ<4!>8È6825Í4!Ä Í]Å£=7É<4±ÒÓÁm˳Ë5ÁcÂ02³Ê<Ìå>74!Üa;<4!Ê®È4±ÁÒ Îm4!È=7ÁC68/> 7Õ pe)Õ CGIHvuaÕ CmÖ©wÖ GZpeÕ CGZH A )Õ CmÖ7UÖ GxbdbdbcGIpe)Õ CGIHyÕ CmÖ©Ö©ÖÂ0É<4!67z4 H{8)Õ CmEÖ m}|j~> H.)Õ CmÖÃ樀 |m F@GxGx~/~x~BGZ )Õ CmÖYÐUæ^É<4:Êa;®ÇÍ4,6 ÁmÒT=72³Çx4Q>7ÃmÇx×<Ë54Z>,4 Æ )Õ CmÖYÆ®ÇxÃGÅ%ÍU4ÁC>Í =J4!È=0Ä<4,×4,Ê®Ä}4!Êa=!Ð æ^É<4±×ÁC>8>©2³Í<˳4±Ã×®×<Ë52È,Ã=72³ÁmÊòÄ}ÁCǨÃ2³Ê®>¨ÒÓÁC6=72³Çx4°>74,68254Z>ÈËÃm>8>72gÚUÈ!Ãc=825ÁCÊ Ãm674±Êa;®Ç4!67ÁC;®>/7 >©×4,4ZÈYÉò674ZÈÁCÌmÊ<25=72³ÁmÊeÆrÇx4!Ä}2È,ÃmË:>72³ÌmÊ®ÃmË¢ÃÊUÃ˳Å]>72>,Æ674ZÈÁCÌmÊ<25=72³ÁmʤÁmÒQÌm4!>©=7;®674Z>,Æ25Êa=867;®>72³ÁmÊ Ä}4=84!È.=825ÁCÊeгÐ5ÐÞKʱ>7×<25=74ÁÒ=7É®2³>!Æ2g=:2³>Ä}c2 È;<Ë5=:=7ÁÚUʮıÄ<Ã=8ÃC>©4,=8> Â0É®2³ÈYɧÈ,ÃʱÍU4;®>74!Ĭ=8Á ÎGÃmË52Ä<Ã=74:Ê<4,ÂÇx4=7É®Á]Ä®>,Ð}ÞKʦ=7É®2³>^×®Ãm×U4!6!Æ}Â4:;®>74¢=8É<684,4×<67ÁCÍ<˳4,Ǩ>ÒÓÁm6^4,ÎcÃmË5;®Ã=72³ÁmÊeÐ<æ^É®4 Ú®68>©==JÂrÁxÄ<Ãc=YÃm>74=Y>Ãm674Ã67=725ÚUÈ2ÃË×<68ÁmÍ®Ë54!Çx>r;®>74!ĵÍ]Å>©4!Îm4,6YÃË684!>74!Ã6YÈYÉ<4!68>2³Êµ=7É<4>8ÃÇx4 ÈÁmÊa=84Ô]=!Ð<æ^É<4ËÃm>©=0ÁmÊ<4:2> Ã674ZÃËi×<68ÁmÍ®Ë54!ÇëÁÒ>©×4,4ZÈYɦ684!È,ÁmÌCÊ<2g=825ÁCÊeÐ (*# &x2(*5<a. p 2a&+ l æ^É<2³>Ä<Ãc=YÃm>74=ÂÃC>:×<68Ám×ÁC>74!Ä°25 Ê DcBK=7Á¥ÎcÃmË52Ä<Ãc=84È˳;®>©=74,682³Ê<Ì =74!ÈYÉ®Ê<2³Üa;<4Z>ÃÊ®Ä;®>74!Ä2³zÊ D aK®ÒÓÁm6 ÈËÃm>8>72gÚUÈ!Ãc=825ÁCÊeÐ O >Í =J4!È=8>Ã6840Ä}4!>8È682³ÍU4ZÄÍ]ÅÁCÊ<4=74!Ç×ÁÏ 68ÃmËÃ=©=7682³Í<;}=74:ÃÊUÄ%ÈËÃm>8>72gÚ®4ZĨ2³ÊC=8ÁÁCÊ<4¢ÁmÒT>©25Ô×ÁC>8>©2³Í<˳4¢ÈËÃm>8>74!>Õ>74,l4 DxKÁC6 D aKÒÓÁm6ÇxÁm684 Ä}4=YÃ2³Ë³>.ÖYÐiæ^É<4xÄ<Ãc=YÃm>74=Âr4;®>74Â^Ãm>¢ÁmÍ}=YÃ2³Ê<4!Ä¥ÒÓ67ÁCÇ =7É<4xÑ rÞ < 9 6YÈYÉ<2³Îm4 D KÃm樀 ÈÁmÊa=YÃ2³Ê®> FFÁC>Í =J4!È=8>rÁÒT4ZÃmÈYÉ%È,˳ÃC>7>!Ð ?3ÃmÈYÉx=825Çx4:>©4!672³4!>r2>Ä<4Ú®Ê<4ZÄÍ]qÅ FQ=72³Ç4×Ám2³ÊC=Y>,Ð nOA ]`LRP!fEfgP. IY[CFr BEfEf<laIKF3BEA]jCB <F8HJF8ALJfMN:LJCFrLJF8HJbIIKhYFYAa`,HJBEP:`,A]jPZ pFYh7LLJPjmFYAaP,LJF^`,A F YfEFYbFYAcL P!R &ª «²BMLJaP!lCL fEPZIKI3P!ReX!FYAaF8H©`,fEBELoNF `!IKIKlCbF0IpL©`,HKL LJBEbF^P!RiIKh8FYA]`HJBgP}F8BgACX`!fM`.NmIr|mª.
(5) ði`,LKLJF7HJA¨de´LKH©`,h8LJBEPZAR³P!HrvBEbF&tmF8HJBEFYIrkfg`!IKIKBMs]hY`,LJBEPZA óZó.ö [ 5%)#$ "2¡I¢5)5'¡I£¤$#$#5< ¢£ æ^É<2>&×<68ÁmÍ®Ë54!Ç Â^Ãm> Ú®68>©=&2³Êa=768Á]Ä<;®È4ZĬ25 Ê DcKÃm樀 =7É<4!ÊQ;®>74!Ä:2³ÊEDmÆ ¥®ÆZaKCÒÓÁm6TÎcÃmË52Ä<Ãc=825ÁCÊeÐ,æ^É<43ÌmÁCÃmË2>i=7Á¢>©4!×®Ã6YÃc=84=7É<684,4 È,˳ÃC>7>74!>iÁmÒ}Ám>Í =J4ZÈ./= 7 ÈÅ]Ë52³Ê®Ä}4!6ZÕoÈZÖ.Æ0ÍU4!Ë5ËpÕÓÍÖµÃmʮĤÒÓ;<Ê®Ê<4,ËpÕWÒYÖ.Ð ?rÃmÈYÉòÁC>Í =J4!È=¦2>¬Ä}4!>8È6825Í4!ÄÍ]ŤÁmÊ<4°=74!Çx×UÁC68ÃmË Ãc=©=8672³Í<;}=84Ìm2³Îm4!ʵÍ] Å 7 )Õ Tª®$ Ö ~/«¬ ® ¯'°p)Õ H©±Ö T²G)Õ H©Ö 2g Ò \Õ CmÖ m\G XÕ CGZH© Ö m§¨ ©¦ )Õ Tª®$Ö ~/«¬ ® ¯'°p)Õ H©$Ö ~a)Õ H³´X<ZÖ µ}Õ ¶j³·X<Ö T²GÕ H©Ö2g Ò \Õ CmÖ m¸¶aG )Õ Tª®$ Ö ~/«¬ ® ¯'°p)Õ H©$Ö ~aÕ ¶j³¹H© Ö µ}LÕ ¶j³´X<±Ö T²G)Õ H©Ö&2g Ò \Õ CmÖ m¸k*G Â0É<4,68<4 Hº]·DcGxa¥KÃmÊ®zÄ « ¬ a® ¯)°OÕ H©Ö m»:25Ò XY¼+H^¼Q¶c4Æ FÁ=7É®4,68Â02³>74mÐ ÞKʱ=8É<4¨Ám6825ÌC25ÊUÃË×<68ÁmÍ<˳4,Ç¬Æ ª±ÃmÊ®½Ä ²GÕ H©ÖÃ684Ä}6YÃGÂ0Ê°ÒÓ67ÁCÇ Ã¬>J=YÃÊ®Ä<Ãm68ıÊ<Ám68ǨÃËÄ}2>JÏ =76825Í<;<=72³Ám`Ê ¾ãÕ F@G/GÖY*Æ X¦2³>¢ÃÊ/2³Êa=74,ÌC4,6Ä}68ÃGÂ0ʬ;<Ê®2gÒÓÁC67Çx˳ŵÒÓ68Ám¿ Ç Dc/@GIKÃÊ®½Ä ¶^³Xµ2>&ÃmÊ 25Êa=74!Ìm4!6 Ä}68ÃGÂ0ʵ;<Ê<25ÒÓÁm68ÇxË5Å%ÒÓ67ÁCÀ Ç D ">GIÁKpÐ}á25ÌC;<67l4 >7É<Ác >^Ãʦ4Ô<ÃÇx×<˳4ÁÒ4!ÃmÈYɬÈËÃm>8>!Ð Ê DcBKpÆÂr4Ìm4!Ê<4,6YÃc=8Â4 4Ô<ÃmÇ×®Ë54Z>&ÒÓÁC6¢4ZÃmÈYɱÈ,˳ÃC>7>;®>72³Ê<̵Ã%=72³Çx4x>©=74!×±ÁmÒ ¦Õ2oÐ 4mÐ 9 >25S ¥=72³Çx4×UÁC25Êa=Y>0×U4!60Ám> Í =J4ZÈ.=ÖYÐ Cylinder. Funnel. Bell. 7.5. 5.. 2.5. 0.0 0.0. 50.. 100.. 150.. 200.. 250.. 300.. 350.. 400.. ¡ ]¡ ì3AF8´C`,b_afEF^P!RF.`!h©xhYfg`!IKI R³HJP!b LJaF&kw/jC`,L©`!IKF7L æ^É<2³>±Ä<Ãc=YÃm>74=±Ãc=7=74!Ç×<=8>¥=8ÁÈ,Ã=8ÈYÉ >7ÁmÇx4à=JÅ]×<2³È!ÃËQ×®67ÁC×U4!6©=8254Z>¥ÁÒ=72³Çx4åÄ}ÁmǨÃm25ÊeÐ s 4,ÊUÈ4mÆm=7É<4¢>J=YÃ67==72³Ç4¢ÁÒ4,ÎC4,Êa=8>! Æ XÆ2>3>725ÌCÊ<25ÚUÈ,ÃmÊC=8Ë5Å68ÃmÊ®Ä}ÁCÇd2 Ç,4ZÄÒÓ67ÁCÇ ÁmÊ®4 Ám>Í =J4ZÈ.==8Á ÃÊ<Ám=7É<4!6!Ð 9 >Â4¢Â02³Ë5ËeÃm67ÌC;<4 ËÃc=84,6=7É®Ã=ÁC;<60Ã˳ÌmÁC6725=7É<Ç+È,ÃmʵÈ,Ám×4¢Â025=7ɬ>©;UÈYÉ=74!Çx×UÁC68ÃmË >©É<25ÒW=72³Ê<̦ÁÒ34!Îm4!ÊC=Y>,ÆÂ4Ìm4!Ê<4,6YÃc=84ÃÊ®Á=7É®4,6Îm4,6Y>725ÁCÊ¥ÁÒ =8É<4>8ÃÇx4Ä<Ãc=YÃm>74=8>¢Í]ŦÒÓ;<6©=8É<4,6 4,Çx×<É®ÃC>©d2 Ç,2³Ê<Ìx=7É®4=74!Ç×Ám6YÃË>©É<25ÒW=72³Ê<ÌUÐUæ^É<2>^=72³Çx4m*Æ X2>&Ä}6YÃGÂ0Ê%ÒÓ68ÁmÈ Ç D F4GZÉKTÃÊUgÄ ¶º³·X 2³>0Ä}6YÃGÂ0ʨÒÓ68ÁmÀ Ç D @GZÉKpÐCÛ§4:Â025˳ËeÈ,ÃmË5Ë=7É®2³>0Ä<Ã=8ÃC>©4,Ê= ^Ë^áÏo=86ÕWÒÓÁm6¨wé ^Ë^á§=76YÃÊ®>7˳Ã=74ZÄ<êaÖ.Ð Ìp 0 p #$ /YÍ(ÎÏ5 E ÌÐ æ^É®2³>rÄ<Ãc=YÃm>74= 2>3ÃË>7Á:ÃGÎcÃm25ËÃÍ<˳402³Êx=7É<4&n Ñ r Þ < 6YÈYÉ<25ÎC4 ÃʮĦÂ^Ãm>^Í<;<2³Ë5=&Í]Å :;®Ä}Á¨4,=¢ÃËOÐ Dc/FKi=7Á¨ÎcÃ˳2³Ä®Ãc=74:=8É<4,2³6&Ç;<Ë5=72Ä}25Çx4!Ê®>©2³ÁmÊUÃËTÈ,;<679 ÎC4ÈËÃm>©Ï >©25ÚUÈ,Ã=72³Ámʬ>©Å}>©=74!ǦÐ<æ^É®4QÄ<Ãc=YÃm>74=0674ZÈÁC68Ä<^> É"FQ=825Çx4Q>74,68254Z>0ÈÁC67684!>7×UÁCÊ®Ä}2³Ê<ÌQ=8Áx=7É<4>7;®È.Ï È4!>8>725ÎC4;}=©=84,6YÃÊ®È,4QÁÒ=JÂYÁ ÑCÃm×®ÃÊ®4!>74ÎmÁcÂ4,Ë>^ÍaŦÊ<2³Ê<4ǨÃmË54>7×4!ÃÙC4,6Y>,Ð ?3ÃmÈYɬÁC>Í =J4!È=&2³> Ä}4!>8È6825Í4!ıÍ]´Å ax=84,Çx×UÁC68ÃmËÃc=©=8672³Í<;}=84!>ÈÁC67684!>7×UÁCÊ®Ä}2³Ê<̨=8½Á aEÒTÓ1 >©×4!È=768;<ÇÈÁ]x4 Ï È2³4,Êa=8>!Ð ?3ÃCÈYÉ>©2³ÌmÊUÃË]2³>684,×®674Z>©4!ÊC=84!Ä25ÊÇx4,ÇxÁm68ÅÍ]ÅÍU4,=JÂr4!4,EÊ r^=8<Á Á =825Çx4^×Ám2³ÊC=Y>,Ðæ^É®4 ÌmÁCÃmËUÁmÒTǨÃmÈYÉ<2³Ê<4Ë54ZÃ68Ê<2³Ê<Ì2>=7Á2³Ä<4,Êa=725ÒÓÅx=7É<4È,Ám68674ZÈ.=>7×4!ÃÙC4,6rÒÓ67ÁCÇ+=7É<2>0Ä}4Z>7È,672³×}=72³ÁmÊTÐ -2.5. ÃÄdÅ Æ. ÕÔ. Ö"5 p &/ QÎÏ(2a×+%)#6. p a.%#z5) p 2#$%)#$Ø. t]4,ÎC4,6YÃËeǨÃmÈYÉ®25Ê<4Ë54ZÃ68Ê<25Ê®ÌÃ×<×<68ÁCÃCÈYÉ<4!>^ÉUÃGÎm4QÍ4,4!ʱÄ}4,ÎC4,˳Ám×4!Ħ684!È4!Êa=7˳Å%=8Á%>©ÁCË5ÎC4=7É®4 =72³Ç4>©4!672³4!>rÈËÃm>8>©25ÚUÈ!Ãc=72³ÁmÊx×<68ÁmÍ®Ë54!ǦÐÙ/ÃmÊ<ÌCÃmÊ®Ã682³>-DcxK®ÒÓÁC634Ô<ÃmÇ×®Ë54&È,ÁmÊ®>©=768;®È=8> ×®254ZÈ4Ï Â02³>74¨×UÁCË5Å]Ê<ÁCÇx2³ÃmË ÇxÁ]Ä<4,Ë>ÒÓÁm6;<Ê<2³ÎGÃm672Ãc=84>©2³ÌmÊUÃË>Ãʮħ=8É<4,ʲ4,Ôa=868ÃCÈ.=Y>ÒÓ4!Ãc=8;<684!>:ÒÓ68ÁmÇ.
(6) !ó ó.z ðª]úFYlCHKLJI =7É<2>Q684,×<684!>74,Êa=YÃc=72³ÁmʱÒÓÁm6È,˳ÃC>7>725ÚUÈ,Ã=72³ÁmÊeбÃCÄ}Ám;®>qD ¥Kr4Ô]=76YÃmÈ=8>:×®Ãm68ÃmÇ4,=74!672dÇ,4Zı4!Îm4,Êa=Y> ÒÓ67ÁCÇ >©2³ÌmÊUÃË>,Ð æ^É<4Z>©4¬4!Îm4,Êa=Y>¨Ã684¦È,Ë5;®>©=74!674ZÄå2³Ê£=7É<4¥×UÃ6YÃÇx4=84,6Y>>7×®ÃCÈ4¥ÃÊ®Äå=7É®4¥674,Ï >©;<Ë5=72³Ê<Ì°×<67Ám=7Ám=JÅa×4!>Ã684;®>74!IJÃm>åͮÃC>©2>ÒÓÁC6È684!Ã=72³Ê<̱È,˳ÃC>7>72gÚU4,6Y>,Ð :;UÄ}Á/4=ÃËO^Ð Dc/FK =76YÃÊ®>©ÒÓÁm68Ǩ>^Ç;<Ë5=72³ÎcÃ682³Ã=74Q>725ÌCÊ®ÃË>^25Êa=8Á¨Í<25ÊUÃ68Å%Îm4ZÈ.=8Ám6Y>,@Ð ?rÃmÈYɦ4,˳4,Çx4,Êa= ÁÒ=8É<2³> Îm4!È=7ÁC6 ÈÁm68684!>7×UÁCÊ®Ä<>:=8Á°ÁCÊ<4%684!È=8ÃÊ®Ìm;<ËÃ6Q684,ÌC25ÁCʲÁÒ0=8É<4¦>7×®ÃCÈ4%ÎcÃmË5;<4,Ïo=825Çx4¦ÃÊ®Äà=84,˳˳>25Ò =7É®4 >©2³ÌmÊ®ÃmËi×®Ãm>8>74!>=7É®67ÁC;<Ìmɵ=7É<2> 684,ÌC25ÁCÊeÐ Çx4=8É<Á}ĵÁmÒ=8É<4,2³6 ÁcÂ0ÊeÆU>©;<ÍÈËÃm>8>!Æ}Í<;<2³Ë³Ä<>&67;®Ë54Z> ÒÓ67ÁCÇ =7É<4Z>©4¬Í<2³Ê®Ãm67ŲÎC4!È.=8Ám6Y>,Ð 9ÁC@Ê Ç!Ãm9 Ë54Z>4,=%ÃËO-Ð D K 4Ô]=74!Ê®Ä<>¥ÕÓÍÁ]ÁC>©=74ZÄUÖÞ ÒT1>©Å}>©=74!Çx> Â02g=8ɦ׮674ZÄ}2³È!Ãc=84!>=7ÉUÃc=&Ã684:>©;<25=74ZĵÒÓÁm6^=7É®4:=8Ãm>7ÙÁmÒ=825Çx4Q>74,68254Z>0ÈËÃm>8>©25ÚUÈ,Ã=72³ÁmÊeР˳ËT=8É<4!>74Ãm×<×<68ÁCÃmÈYÉ®4!>0>7É®Ã684>7ÁmÇx4ÈÁCÇxÇÁCʱÈYÉ®Ãm68ÃCÈ.=74!672>©=72È,>!Ð<á2³6Y>J=ZÆÃm;}=7É<ÁC68>¢Ã684 Ã˳ËT2³9 ÊC=84,684!>©=74Zĵ2³Ê¥Ìm4,=©=825Ê<Ì%25Êa=74!67×®674,=8ÃÍ®Ë5468;<˳4!>0ÇxÁm684:=7ÉUÃÊ¥2³Ê/ÃmÈ,È,;<6YÃmÈÅCÐ<Û§4QÂ025˳ËTÌC25ÎC4 à =J;U>J=82gÚUÈ!Ãc=825ÁCÊ%ÒÓÁC6^=7É®Ã= 25ʵ=7É<4Ê®4Ô]= >©4ZÈ.=72³ÁmÊT4Ð t]4!È,ÁmÊ®ÄiÆ<=7É<4!Å;®>74:>7ÁmÇx4Ä}2>7È,674,=7d2 Ç!Ã=72³ÁmÊ =74!ÈYÉ®Ê<2³Üa;<4Z>:=7Á¥684!Ä<;®È4x=8É<4>©4ZÃ6YÈYɧ>7×®ÃCÈ4!>ÒÓÁC6Q68;<Ë54Z>¨ÕWÒÓ68ÁmÇç>©2³Çx×<˳4Ä}2³>8È684=8c2 ÇZÃc=825ÁCʱ=8Á ×<254ZÈ4!Â02³>74%ÇxÁ}Ä}4,˳2³Ê<Ì°ÁC6È,Ë5;U>J=84,6825Ê<Ì}ÖYÐ 9 ˳Ë^ÁÒ =8É<4,Ç 4,Ôa=868ÃCÈ.=67;<˳4!>Â0É<2ÈYÉäÄ}4!×U4!Ê®ÄãÁCÊ ÃÍ®>7Ám˳;}=74:=825Çx4ÎcÃ˳;<4CЮæ^É<2>0ǨÃÙm4Z>0Ä}c2 ¨È,;<Ë5= =7É<4Ä}4=84!È.=825ÁCʬÁÒ×<67ÁC×U4!6©=8254Z>0Â0É<2ÈYɬÇxÃGÅ Á]È!È;<6xÃc=ÎcÃ682³ÃmÍ<Ë54%=72³Çx4µ×ÁC>72g=825ÁCÊåÃÊUÄãÈ,ÃmÊãÍU4¬Ã±>74,682³Ám;®>Ë52³Çx2g=YÃc=72³ÁmÊå=7Á§>©ÁCË5ÎC4µ>7ÁmÇx4 ×<67ÁCÍ<˳4,Ǩ>¬ÕWÒÓÁm6¨4,Ô<ÃÇx×<˳4%=8É<½4 ^Ë^áTÏO=76x×<68ÁmÍ®Ë54!ÇÖ.Ð æ^É<4¦=74ZÈYÉ<Ê<2ÜC;®4¦Â4¬×<68Ám×ÁC>74µÄ}Á]4!> Ê<Á= É®ÃGÎC4&=8É<2> Ä}6YÃGÂ0Í®ÃmÈYÙÐ Ú Û Ü-þeº®Z¿ ßþ¸3@ ¹ gÝä¿K¹<ý+ʸ ¿ r¸þ P7¿©¸ Þ߸¢¼ ¾ ]¿© ¾ nþi¹<ý »0¼ Ër4,ÒÓÁm684°>©=8Ãm6©=825Ê<Ì£Â025=7É Ä}4!Ä}2È,Ã=74ZÄÃ×®×<67ÁaÃmÈYÉ<4Z>¨ÒÓÁC6µ=825Çx4à>©4!672³4!>¦ÈËÃm>8>72gÚUÈ!Ãc=825ÁCÊeÆr25=¥2³> 25Êa=74!674Z>J=825Ê®Ì=7Á¦>©4!4Â0É®Ã=È!ÃÊ/Í4Ä<ÁmÊ<4Â02g=8É°ÈËÃm>8>72³È!ÃËTǨÃCÈYÉ<25Ê®4˳4!Ã68Ê<2³Ê<Ì%ÃmË5ÌCÁm682g=8É<Ǩ> ÃÊ®ÄÃQÊ®Ã2³Îm4&Ãm×<×<68ÁCÃCÈYÉ=8ÁQÒÓ4ZÃc=7;®674&>74,˳4!È=72³ÁmÊeÐ]æÁ=7É<2>r4,Ê®ÄiÆa4Ô}×4,6825Çx4!ÊC=Y>3Â4,684 È,Ãm67682³4!Ä Ám;}= Â025=7ɦ=JÂÁÎC4,68Å>©2³Çx×<˳4Q>©4,=8>^ÁÒÒÓ4!Ã=7;<684!/> 7 8 t}ÃÇx×<˳4!ÄÎGÃmË5;®4!> ÁmÒi=7É<4&=72³Çx4¢>74,68254Z>3Ãc=4!Üa;®ÃmË5˳Å>7×®ÃCÈ4!Äx2³Ê®>©=8ÃmÊC=Y>,ÐaæTÁÉ®ÃÊUÄ}Ë54 =72³Ç4 >©4!672³4!>ÁmÒÄ}c2 à4!674!ÊC= Ä};®68Ã=72³ÁmÊ®>!Æm=825Çx4:2³Ê®>J=YÃÊa=8>0Ãm674&=8ÃmÙm4,ʵ674!˳Ã=72³Îm4&=7Á=7É<4Ä};®68Ã=72³ÁmÊ ÁÒr=7É<4¨>8È4,ÊUÃ6825ÁU*Ð Ù¥ÁC674×<684!È,2³>74,˳ÅmÆ25^Ò ã2>=7É®4Ê];<ÇÍU4!6ÁÒ =825Çx4¨2³Ê®>©=8ÃÊa=Y>&=8Á¦=8ÃÙC4 25Êa=8Á:ÃCÈ,È,Ám;<Êa=!Æc4ZÃm{ ÈYÉ=74,Çx×Ám6YÃË<Ã=©=7682³Í<;}=7Ê4 XQÌm2³Îm4!>682³>74=7nÁ µ>8È,Ãm˳Ãm6Ãc=©=8672³Í<;}=84!>ÌC25ÎC4,Ê Í]*Å 7XÕ CGZH J )Õ CmÖ yá A ÖY4Æ |$m¸F4GxGx~x~/~wG z³QmÐ Ê D ¥KÓÖ.Ðæ^É®4=72³Çx4¦ÃÔ}2³>ÁÒ&4ZÃmÈYÉã>8È4,ÊUÃ6825Á/2>Ä}2gÏ 8 t]4,ÌCÇx4,Êa=8Ã=72³ÁmÊÕoÃË>©Á/×®67ÁC×UÁa>©4ZIJ25â Î]2³Ä}4ZÄ¥2³ÊC=8EÁ ²4!Üa;®ÃmËgÏp˳4,Ê<Ìm=7É¥>©4!ÌmÇx4,Êa=Y>&ÃÊUĦ=7É<4ÃGÎm4,6YÃÌC4:ÎGÃmË5;®4QÁÒ 4ZÃmÈYɬ=74!Çx×UÁC68ÃmË Ãc=7=76825Í<;<=74QÃ˳ÁmÊ®Ì=8É<4!>74Q>©4!ÌmÇx4,Êa=Y>0Ã684&=YÃÙm4!ʦÃC>0Ãc=7=76825Í<;<=74!>!Ð æ^É<4=JÂÁ°Ãm×<×<68ÁCÃmÈYÉ®4!>ÌC25ÎCY4 ´~ã$>7È!ÃËÃ6Ã=©=8672³Í<;}=84!>ÒÓ67ÁCÈ Ç ã =74!Çx×UÁC68ÃmËrÁCÊ<4!>!ÐÀ&Á=84 =7É®Ã=&Â0É<2³Ë54=8É<4Ú®6Y>©=¢Ã×<×®67ÁaÃmÈYɦ2³>^ÒÓ;®Ë5˳Ŭ25Ê®Ä<4,×4,Ê®Ä}4!Êa=&ÁÒ=72³Çx4mÆ®=7É<4>74!È,ÁmʮĬÁCÊ<4:=8ÃmÙm4Z> 25Êa=7ÁxÃmÈ!ÈÁC;<Êa=r=8É<4=74,Çx×Ám6YÃËÁm6YÄ}4!672³Ê<ÌÁmÒÎcÃ˳;<4Z>3=8Á¨ÈÁmÇx×<;<=74¢=7É<4!256 ÃGÎC4,6YÃÌm4¢Ãʮĵ>©Á2³> Ä}Ám2³Ê<̨>©ÁCÇx4Ê®Ám2>©4Ú®Ë5=74!672³Ê<̮Рæ^É<4!>740=JÂÁ>©4,=8>rÁÒTÃ=©=7682³Í<;}=74Z>3ÉUÃGÎm40Í4,4,Ê%=768254ZĨÁmÊx=8É<4 =8É<684,4&×®67ÁCÍ<Ë54!Ǩ>3Ä}4Z>7È,672³ÍU4ZÄ 25Ê¥>74!È.=825ÁCÊ <Ð Ãm>2³Ê<×<;}=Y>^=7Á=8É<674!4Ä}2 à4,684,Êa= ˳4!Ãm67Ê<2³Ê<ÌxÃ˳ÌmÁC6725=7É<Ǩ/> 7}Ä}4!È,2³>725ÁCÊ=8674!4xÕÓ=7É<4 ×®Ã67=72È;<ËÃ6^Ã˳ÌmÁC6725=7É®ÇÂ4&;U>©4ZÄ%2>rÄ<4!>8È6825Í4!Ä%25¹Ê DKÖYÆ]Ä}4!È,2³>72³ÁmÊ=8674!4¢ÍÁ]ÁC>©=72³Ê<Ì D äaKeÃm樀 =7É<4ÁmÊ<4,ÏOÊ®4!Ã684!>©=TÊ<4!25ÌCÉ]ÍUÁC6!ÐZè04!>7;<Ë5=8>25ÊQ=74,68Ǩ>ÁÒ<4,6868Ám6T6YÃc=84!>Ã684r>7;<ÇxÇxÃm67d2 Ç,4ZÄ2³ÊæÃmÍ<˳4 QÒÓÁm6¢25ÊUÈ684!Ãm>72³Ê<ÌÎcÃ˳;<4Ám Ò Ðæ^É®4,ŬÂr4!674ÁmÍ}=YÃ2³Ê<4!Ä¥Í]Ŧ=74!Ê}ÏOÒÓÁmËÄ/È68ÁC>8>JÏpÎcÃ˳2³Ä®Ãc=72³ÁmʦÒÓÁC6 =7É<4¢Ú®6Y>J=r=7É<684,4¢×<67ÁCÍ<˳4,Ǩ>rÃmʮĨÍ]ÅxÎcÃ˳2³Ä<Ã=72³ÁmÊÁCÊ%ÃÊ%25Ê®Ä<4,×4,Ê®Ä}4!Êa=r=84!>©=^>74=ÁÒT>7c2 Ç!4 "rF ÒÓÁm6^=7É®4˳ÃC>J=0ÁmÊ®/4 å¨)Õ Ñæ:Ö.Юæ^É<4Í4!>©= 674Z>©;®Ëg=02>0ÍUÁC˳Ä}ÒÃmÈ4ZÄ%2³Ê¬4,ÎC4,68Ũ67ÁcÂÐ ç vaBEI3jCBEDBEIKBgP!Ax`,I3IKlCXZX!FYIpLJF.jxcNLJaF jmPZAaP,HJI P!RLJCBgI3jC`,L©`!IKF7 L èMóYx| é.
(7) ði`,LKLJF7HJA¨de´LKH©`,h8LJBEPZAR³P!HrvBEbF&tmF8HJBEFYIrkfg`!IKIKBMs]hY`,LJBEPZA aìdíÆ]¡ FYIKlCfMLJI BMLJxIKBEb_CfgFIJ`!b_afEBEAaXbF8LJaPjmI kk lCb}F8HP!ReIpLJFY_CI tm`!b_CfgBEACX î õ ó.| î!| ôZ| \0v îóZª ôGö<ï {mª ê,{ ó.öª |ZÏ| ï£{mª {Z| ó!óZª ôG[ö ï£{Cª |!z zmªEó.<ö ï¸îª /õ î ð ¡cñò ïôó ¡ óõ wPcPZIpLJBEACX y{Cª îî[ï {mª ôZö ó.yª îîÏïSîª ê!ô õcªEó[ö ïSîmª y!| yª |![| ï ó!ª ô î Æ]c¡ ö"÷ ï Æa¡NÆø ó7uor îóZª |Z[| ï {mª ö!y ó.öª |ZÏ| ïSîªgó8{ zª ôZÏô ïSîmª ö!z óZª õ,[| ï ó!ª îZz Æ]c¡ ñò ï Æa¡còñ tmFYX!bFYAcL î õ ó.| î!| ôZ| \0v ó.yª îî[ï {mª xö î óYômª îîÏï£{mª {Zô ò®c¡ ö÷ ïôó c¡ ö ó öª õ,[| ïycª õ!| ômª z î[ï¤ycª yxê wPcPZIpLJBEACX ômª ôG<ö ï£{mª |ó ó!óZª z îÏï¤õcª {Gõ Æ]c¡ ö÷ ï Æ]c¡ òñ yª |![| ïycª |Zz óZª õ![| ïó!ªgó.ö ó7uor zmªEó.[ô ï£{mª y{ ó.yª |ZÏ| ï£{mª {Zô ÷Uc¡ ö÷ ï Æ]¡ ÷@ø óZª î/î[ï ó!ª |Z| óZª z î[ïó!ª î!z kw lCb}F8HP!ReIpLJFY_CI tC`!b_CfEBgACX z ó.ô îZy ô!{ óy!z \0v êmª îî[ïîª îZõ öcª z î[ïSîmª {Gy öª õ,[| ï¤yª ômó ø<c¡ òò ïôó ú¡ ù õ êª z î[ïSîmª /z î wPcP!IpLJBEAaX ômª õ![| ïîª |Zy {mª |Z[| ï¤yª |!| yª î/î[ïóZª ö!| ó N¡ Æø ï Æac¡ ñò îª õ![| ï¤yªEó.ö ó7u öª ôZ[ô ï {mªgóYô îª z î[ï¤yª y{ yª |![| ïóZª ô î óZª îî[ïó!ª /ô î ÆaN¡ Æ ðzï Æ]c¡ ò÷ tmF8XZbFYAcL z ó.ô îZy ô!{ óy!z \0v {Cª ôG<ö ïòycª {Gõ ó ¡ ð ø ï Æ]c¡ ò"ò {Cª î/î[ï¤yª îZz öª ôG<ö ï£{mª xy ê êª z î[ïSîmª /z î wPcP!IpLJBEAaX îmªEó<ö ï ó!ª õ!ö ÷U¡ ð ø ï Æ]N¡ Æ"Æ óZª ôZ<ö ïóZª z î yªEó<ö ïó!ª ê!z îª õ![| ï¤yªEó.ö ó7u yª îî[ïòycª |!| ÷Uc¡ ö÷ ï ÷Ud¡ ø ð |mª õ,[| ïóZª |Gö óZª |Z[| ïó!ªgóY| ó!ªEó.[ô ïóZª î!| kwuÓLKH lCb}F8HP!ReIpLJFY_CI tm`!b_afEBEAaX z ó.ô îZy ô!{ óy,z \^v Æ õ N¡ Æø ï ò®N¡ Æñ xy îmª õ!Ï| ï ômª zó y!|ª ôG[ö ïSîmª zGy ycóZª ôG<ö ïSîª z!| /y îmª /z î[ï ômª êGõ wPcPZIpLJBEAaX óY{mªgó.[ö ïSîmª õZy óY|mª õ!Ï| ï£{Cª õ{ ôª ôZ<ö ïòyª /ö ê ö<¡ ÷÷ ïôó c¡ ò ð öªEó<ö ïSîª õ!z ó8ur wó êª î/îÏïSîmª z ê zª |ZÏ| ï£{Cª ö!| õcª î/î[ïòyª õ!ô ò<c¡ ö"÷ ïôó ¡ ÷ò îmª z î[ï¤ycª z ê tFYXZbF8AL z ó.ô îZy ô!{ óy,z \^v óY{mªgó.[ö ï¤õª î!{ ó8{CªEó[ö ï£{Cª õ!õ óycª z îÏï¤õª õ!z Æ ó ¡ ð ø ï ò®c¡ ñ ó /y îmª /z î[ï ômª êGõ wPcPZIpLJBEAaX óycª ôZ[ö ï¤õª /y î ôª |ZÏ| ïSîmª yZö ùN¡ Æø ï Æ]c¡ ñ ð õcª îî[ï¤yª |!z öªEó<ö ïSîª õ!z ó8ur óycª |!Ï| ï¤yª îî îª |ZÏ| ï¤yª ôZô Æ]¡ ððï Æ]c¡ ñ ó ycª ôZ[ô ïóZª õ!y îmª z î[ï¤ycª z ê ûZø lCb}F8HP!ReIpLJFY_CI tC`!b_CfEBgACX y î õ ö \0v óY{mª z!ô ÆùUc¡ ö õ wó êmª {Zô ycóZª |Zz wPcP!IpLJBEAaX ômª ö,ô ö®N¡ Æù õª ôZz ôª yZy ó7u ò®¡ ó ù îmª y,{ îmª y,{ îª ö!z tmF8XZbFYAcL ó y î { õ \0v ó.zªgó!ó óöª î!| Æ ó ¡ õ ø Uó êmª {Gô óöª /| î wPcP!IpLJBEAaX êmª {Zô öª z!{ ômª ö!ô ôª ö!ô ð ¡ óó ó7u ômª { ê ò®c¡ ö4Æ îmª õó îª ö!z {Cª |Gõ ë. óZóUê.
Documents relatifs
However, Mostek recommends that a separate active device (such as a 7400 series TTL gate) be used to oscillate the crystal and the waveform from that oscillator be
The connectors are designed to fit in standard Digital Equipment Corporation 2x3 cutouts (used on most of the newer systems). Each bulkhead connector will accept
o No. Turn the terminal off. Unscrew the four Phillips screws on the bottom of the keyboard. Remove the bottom cover.. Turn it over. Disconnect the keyboard cable
Lagragian Interpolation lends itself nicely to machine calculation, but when the indices are equal the missing terms of the products require special treatmento
This is similar to the read head test, and again the system addresses the tracks in turn I checking the results for proper response from the tape system.. Page
Adams's first adventures used an interpreter program, written in BASIC, that would read a data file and spin out the adventure in accordance with the data in that file and the
After you type this in, you assemble it by turning control over to the LADS assembler after naming this as the source code. The result of the assembly is the object code. These
[r]