Justification of Investment in IT systems

The ITB Journal Volume 5 Issue 1 Article 12 2004 Justification of Investment in IT systems Aidan Farrell School of Computing, Dublin Institute of Technology, Kevin Street, Dublin 8., aidan.farrell@dit.ie Follow this and additional works at: http://arrow.dit.ie/itbj Part of the Computer Sciences Commons Recommended Citation Farrell, Aidan (2004) "Justification of Investment in IT systems," The ITB Journal: Vol. 5: Iss. 1, Article 12. Available at: http://arrow.dit.ie/itbj/vol5/iss1/12 This Article is brought to you for free and open access by the Journals Published Through Arrow at ARROW@DIT. It has been accepted for inclusion in The ITB Journal by an authorized administrator of ARROW@DIT. For more information, please contact yvonne.desmond@dit.ie, arrow.admin@dit.ie, brian.widdis@dit.ie. This work is licensed under a Creative Commons Attribution- Noncommercial-Share Alike 3.0 License

A B F BAA CC E F D B F B B D D D E B F B D D F B BDCED C F C ACB C FF A D D A A E B E E A A E D A D A D EA E FE E E E E E A E A E E A A E D BB F E E F A E A ABA F D F A E A E F A A D A A B E AE E E E B A E A E B D A B E A E D E E A D E F E E E D E A BB E A B D A E E A E D E E D E A E A E D E E D BA E A F F BB D BE EA E A D E E D E A B E AD A F F E E A D EA A E E E D E B E B A A E E A EA BB E E E E F F D EA E E A B A E D E A E D E E E A A E E B E A D B E A E E A D A A E E E F F A A A E A EA E E A D D A E E E F F D A D DD E A B EAAB EA E E E A E B E D ECD B B D BD BA D B D A E B B CD B D B CD B D E B F E A D E CB B D E B F C C ED A D B B BD B E CB CD B CD A C CD ECFF D FC D C E B F C CF E CB A D C CB CD B CB F CF A C D CBA D B F BE D BD B D E CB D C CB CD B A B E CB B D C F CEE B CD B E B ECD CBA BD DC B D F CF E CB D C B E D CBA CD F E B C D CA D B A B E BD D CBA FCE B D B D D B D ACD D E B F CB B CB CD B C A CBA B D CD D B CD B D E BD CBA ED D D CB CD B C E A D B D C F B B CD B D E B F A F BD CBA C BD BCBE B A D DC B CF CBA B D CBA D DC E D D B D B C D CE A F CF B B BD B D BD A E B C D CE B F A D E CB FD CB BA D C A A C E DF CBA CB B CD B D B D BD C CA D D D CF B D BD C C CF CBC BD D E B C A E B CB CD B D C B D BD B D C CB CED C D D C C D F C D CD CF C C F C A B D CD B CBA C D B C D C D BD A E CBA FC B D CA D BCF C C CF D E B A D D B D BD B B CD B D E B F CBA B CD B D C B D DC F D D B D BD C C CF E BAF D C D A F F D B D B D BD A E B A B DD B CD B B D A BD CBA C E F D E D CBA D B D B CD B D AB CDE F D F

D D A E B C B B D BD CB F ED B BD A E D C E CD A F D D B B D BD B CBA D ED B D A E B C B E CBA A E B C ED B A CB B A D F CD D DE B D CA D BCF D A B A BD B CBA CBD B E D D CBCF D A C C B D D E D CBA B D CB B D BD CBA F CD B CF CD B C D B B D BD B D ED B DF B C B D ECD B B D BD A F C D A D B CD B D E B F CBA B CD B D BA D E C C A A E B C D B CB B D BD B CB B CD B D ED B E BEF A B E BD E DE DE DE C D E C CA D BCFF B B EC DCF BA D C CF C B CFF D A CB C C B D B D D B D BD D D CB CD B C DCF B D BD ECB E C B C B F D EF C A F E CB B DCFF B C B B CD B D BD C E D BD E CB D CA D BCF EC DCF C C CF B F C DCD BD B D CF E D D B D BD D B B E D D CBD E CD A B D CBA C ECFE FCD B DC F CBE BA ECD DCD D E F D D C F B D BD C C CF D E B C F A D FCD C D D E CB B BCD B D BD B B CD B D CBA D E CB B BCD D E B E D CD B CBC BD BA B D A E FD D C F D D E B D B D B B F D B C CB CD B C E BDF BA B D A E FD D D D BD F F BA D B B CD B D D CB CB CD B B D B CF CD B E D B D CBCF B D B CD B D CD CFF CED D CD D B D D C C A D CBD CBA C E B A A B B BCBE CF D A CF CD B D D A E B A FD B E B D CB B CD B D CBA D CD D C CD C C D E FC B E BD D D D D CF CD A CBA D B D A B E B F D ECD B ECBB D C F A D D B CB B D BD B B CD B D C A E B B D BD B B CD B D E E F D D B D CBA D E D C D E F D F D A B B C A D D BDCB F CBA B B BCBE CF BCD D C A D D E D CD CED B A E ED B B C B CED ECBB D C F CBD A B D B D BCBE CFF E D D CA D BCF A D E A D B D CBA E D B D C D DCB F CBA BDCB F D C D A ED CBA BA ED C A ED FD D D E CB A B D CFF CF CD D B D BD B B CD B D E D C D A D CD BF E CB A A A E AD EA B E D A E E F E E D C E E D C BA D CD B D BD C C CF A A DC AB CDE F D FA

FCE D C CFF C A B BCBE CF D E B E ECFF A B A D C BCBE CF CED B D E D B E BD C E C D D D ECD B B D B B B CD B D E B F CBA B CD B D C B A BD A C D E D CD BD D CED ECF C F ECD B C C CF D E B A BD A F C BC F D D EF C F CBD D CF B D B B C B B CD B D E F D A F CBA D A D A F D B C D A E FD D C F B CED E E CB A E B C B CE CBA CB B CD B D B D CB CD B C CF C B F D ACD D C F D D EF C F C D E FCD CBA CBD CF F CBA BA B C C D A BD BF C B CF E E C A D A B B D BD A E B C C A B D CB E D B CF C A E ECD B CBA F BDCD B B CD B D D B F D D BCF D F D BA D F DDF B B F BD CBC D E C F D EC CB D B ED C F A B CD B D C F B D D CBA D D CD B CD B D F BDCD B C F D D BCF CBA CF B D B D BD C F E A C D CD CBC BD FA D B F BD C B B D BD C D A E BDF CBA ED F E F D A F CBA D A D A B D C D C A D A E FD D C F B CED E C E D CFA D CD CB E CB A B D E D C E CD A D B CD B D E B F B C BC C D A D CD D BF BEF A C A C CBA D C CB CD B C C DCBD D BEF A D E D B A D C A DD B D B F D B C A C D BD D B E B C F E C C B EC D A CBA A C E B A A A C D BD E D CBA B D E D B D B B B D BD ECFE FCD B B D B D BD EC F F A D D A E FD D EC D D D E C DE D CFF EC DCF CBA FC B D BD CBC BD D C D A E B D B D B CB C C B CD B D E B F B CB B CD B D B C D A E B C B E BD A BD DC F E B D B F A B D B CBA D ED B A BD B CFD BCD E CED B

C B CBA E B ECD B D A E B B D B D ED D A E B A F ECB C F A D C B D A E B B D D B D B D B CD B D B D A E B BD FF D CD A B D E BD D BD CD E CBC BD FF A E A D B D B D D D BD D A E B C A E B C FF C D DC B C E B CD B C D D E E B D BD C F B A D C D E ED A E B B CA CBDC B D A F D ECB FF D CD D D BD CF ED CB B D BD B D D D CB CD B C A E B CA CBA BE A E D B D B C F B C D D CD C C F DDF B B D D D E CB D D CB CD B B F BE A D A E B D B D B D D B D B D BD FF D C C D ED B ED C B CD ED F B A D C A D A E B C D B D B CBA B D B D B C CBD A BD D B D BD E C EC DCF B CBA D CD E C CBCF A CF CD A CBA D A B A BD D E B A F A BCF E C B CBCF D F D D D E B D CD C A F CD E D C C B CD B D E B F CBA B CD B D D A D D E C DE A E B BD FF D CD A B D B F D DCBD BD D A E B C B E F DE D A E B BD C ED A D C BD B D CD B CBA CF CD B D D BD CF DE D B D BD D CB CD B C BD C E EC A D C A D A C DF D B D CB CD B B D BD CBA A E B C B D BD D E B CA D A D A E B C C C C D F A A E B C D CE CB B D BD A E B A E B D B D C D CA CBA D ED B D A B C E BD B C C D F D A E B C D A D A E B FD A B D ED A CBA A A ED FF B D B D ED B D D E B D CD C A EE F A E B

C C CBCF A D CF D A E B C B D B B B CD B D E B F CBA B CD B D A D E A D DE E DE C E D CA D BCF C C CF D E B D D B D BD B B CD B D E B F CBA B CD B D C C C E A C F D CDD BD B CB C B D B BD D A D D C D B B BD B B CD B D CBA B D BE C B B A D D D B ECBD EC DCF BA D CB CA D BCF C C CF D E B C C D BCBE CF B CBA D CD E CBC BD B B D F D D E B F D C E C BCBE CF CBA C C B DC CF FC D D C BDCB F D C B CEE D A B B CBC BD C D E B D C C B CD B D B D BD D C B C BEF A A D C D CA D BCF D E B D B D BCF D B B B D BD D B B C DCF F A C CE D BD CF BD BCF CD D B F CBE D DCBAC A ACBE EC CED E F CBE B D D CA D BCF D A C F CA D CB E F E B CD D F CBA B D B C F E D D B F C CB C B D D E B C BCA CD C C B B D BD B E F B CD B D B A B D B D BD F B D D CD E B D D E D D E B B D D D B D C B D BCA CE F CB CD B B D B B B CD B D C CFF FCE B CAA B D E BD D E C B F B C CD D DC D E BD B B B BD A E A B ED B A CBA E B C B CB CD B B D C F B B CD B D E B F CBA B CD B D BEF A B D CD CB B D B B B BD C ACBE B D E D B CB CD B BED BCF D F D D E BD B CD B D E B ECF F DCD B D D F CBE D DCBAC A D CEE F D D CFF C A AB CDE F D F

EC DCED E A B D CA FF C F B D D D A B D B CB B D CD CB CB CD B C D D E BE ED B CBA E D D B D ECD B B B D B B C B B CD B D FA D B D BF BEF A E D D CF BED BCF D CF B BD D D C D E FC B E B B CBA E CD F D D E BD D E B F F FF D D D B D B B C B B CD B D FF B ED B CBCF D C C C E C E D D B CB B D BD ED B F D B B D BE DC F D DD C C D E D D CD D A BD F B D CBA B D E B D CF CD D CEE CD E D C C B D B D FD D CBCF D D D B D C D ECD B B D BD C B ED B D DE A A F BD ECB D B A A A BD A ED CBA BA ED E D E D C FF B ED B FF CAA D D CBA A BD DCBD DCB F CBA BDCB F E D E C D B F A C F CBA F D B D D F A E D CBA ECB A C BE F D B A BD B E D B D D C BD A B D B D BD D ECD B C BA A BD E D D ED E D C D E D E ECB C F C E CD A D D F BDCD B CD B B CD B D E B F B CD B D B CBC BD D B C A E B B CD D ED A D FA CBA D FD CD B D BD A E B C A B CD D D B D ED E D C CF D D CD A ED ED E D C D B BA D CD A E D C E D C BA D D ECF C A C D C CBA B DCFFCD B E D B DCFFCD B CBA E B CD B E D E DC B E B FDCBE B DCFFCD B B B CBA B D B C A C D C C CF EFC A C A ED E D CB E B ED E D ECB BEF A B ED A CAA D BCF C A C CEE E D ECFF C B B F BD B B B CD B D B FA C A C BE C B E B CBA D C C B D BE B C F D A ED ED E D CBA C F C E CD A D F BDCD B E FA A D D CEE CE A BD B A ED E D B D B D BD D ECD B C

D D D C D D D F DC C E D E F DC C E D E E D EC E DE E BA D B B CE F D B BD DC F F D B D ED D F BCF CBA D BD ED D D C CE C CBA D B D C CD B D E D E E E D A D E CBC BD E B FDCBE D B DCFFCD B B B D B BED B CBA E BB ED C C E D BCF E D B D B E D B D BB B E D F ED E D CE D B E D D F E B ECD B D B B CBE F DEDE BA D C C F C CD B E D C CA D C B B E DE E E C F E E BD CED E E BAC ACDC CBA D C A E CA B E B E BA A F D C CA CD B D CA A D D ED B C C B D CBA C E AC B BD EC D A B A CBA C F B D ED D F B CD D A ED E D CBA D F D B BE DC F A ED E D E C F A B D B B D BD D B D ED B F CD B B ECBD E D E D E C C D F C BA ED E D C E CD A D CB B D BD E D C D D CD BA ED E D C D D CD D CB A ED E D D C ED BA ED E D ECB A A A BD CB CBA CB CD BCF E D AC E B F FC D CB E D CBC BD D CB E B E ECFF C E CD A D BD CD B B D BD D CB CD B E BD CED E B D FD CB CB CD B B D B B C B B CD B D FF D D CBC BD BA B C B CBA C BA B FCD A D CD CB E CF CBC BD FF CF B D CD D D BD CF D B B CD B D BD B D B CD B F CBA B CD B D C F CB E A C D BD CB CB CD B F BD C B B CD B D CA B D CD DC B A D D C B CD BCF CED E CBC BD D CA B D CD DC FF D D C B CBC CF CED E B D A D C D FF C A F A B FF F C CFC BE C

B D C C FD C B D F F F D D B D CBA F C B B B FF B D E B C C C A C E CD A D D F BDCD B D B D E D F ECD B BE C DC D B FF D CB BA ED CB ED E D CBA FA BD D D ECD B E D B BA E D C F F A C F D B D A BD B E BF BA D CD A F A BA ED CB ED E D C E CD A D D CA D B BA ED CB E D C E CD A D F BDCD B CBC BD DC E CBC BD D CBC BD D CBA A A ECD B F D F D C B B F D CD B CB B CFC CBA D ED DC D B E D ED D E C F BA ED CB E D C E CD A D F BDCD B BD CD B B D BD B A CED E B C B CBA C BA B CBA CB CED B D CD F B D D BD CF D D B D D CB D B D CA D BCF D B CED E B D C B A CBA D C B B D BD D B A E C D C D B CBA C BE C C A B A F F F D BE C B E D BD E D BD BA ED B CBA D C B B E D B F D E A E F E B BA ED ED E D CF ED D CB CD B D B CED E B D D BD A ED B D B B CD B D D D C D C F B A ED D C BE A A D D F B D C F C B B E E D C CBC BD C CDD D D F D D B D D D FF D BD CF B C D CD E F F CBA B D B CAA D BCF CB CD BCF E D FF BE C F B CB CD B D CB F ED B E CDC BD E CB F B D B C E D CBA C F F BDCD B D D FF C B E B D E B F CBA E D CED E D CED FF D A ED CBA BA ED D DCBD C ED BA ED CB CD BCF E D EE B E C B E B ED A E D B CBC BD F F D C D ECF E CB D D B B DCFFCD B E D B F CA D C E CB B D E CD C E D C E D D ED B CB CB CD B E B A A C D E FC F D B D E CB CBA C B FF B D C D D CB D B BA ED E D FA D FD BD D D ECD B CB B B D BD C F A C F D BA ED CB CD BCF E D C E CD A D CB B D BD

E D ED D E D D F DC C E D E B CB CD BCF A ED D D C B B CB CD BCF E B E B B B CB CD BCF D ED B C DE D ED D E D D F DC C E D E F B CBA CAC D B D B D E A CBA A F B C B D D BD CF D B D E B F D BD CD B B CD B F CBA BE C B B CD B C C FC F D A B CB CD BCF BED B D DCBE D E CB C F BA ED CB CD BCF E D CB D CF C B BD CEE BD CFF D C C E D D D DC F A C E B BE BD CB CD B D CD D F BCD BA D CD A CBA F A E D C E CD A D D B D BD D DE A B E D B D B CD B D C C D F DCB F CBA BDCB F B D CB F B D C D E ECB CBD A C B A C BCBE CF CF F BDCB F C E E F BDCB F B D ECBB D C B A C B DC CF B C F E B B D CB B D BD E BDCB F B D FA BEF A C E BD E D E B CBE A A E B C B C A B C A B ED B BD F F D B D D F A BD B D B D B D B B D D CBCF E D D CA CBDC CBA D A E F B B D CF CD B CBC BD B C A D F A BD B D B D BD CEE CD F ED B D C A BD A B D B D BD D ECD B C B ED B BA A BD B D C D D E B E D C B D B D CF B C B B D C C C C E D FC D C C E B D CEE D A D CD A B D C B D C C D CD D CA D BCF B D BD A D D A E FD CBC BD CB CB CD B D C D D B CB B CD B D B D BD CBC BD C CF C F A D CD C D D BD CF D A D D C E D D CA CBDC C E B E D D CA CBDC C B D B F A D A B D D B B E CB B DD D CB CF E CB D D CA CBDC C BA BE C B B E CB CBE D C E D D B D C BA D E D D CA CBDC A A CB B D BD B D CB D BDCB F B D D A E FD D BCBE CFF

ECFE FCD C B CBE E D D B CB BA D B CB CB CD B DC D CD E CED B D CBE FCD D E D D C C D C E D D CA CBDC C CE A B D CA D BCF CEE BD B D E B C B D CBE C E D D FC B D CD CEE BD B C F EF C C FC F CB E CB C E B A D C F D F B EC D B B CD B B E D B E CB CD B E D D D E C E C E B D CBC BD D E CB B CBA CBC B E D CD D D BD CF B D C B D C CED CFF CF A BB B D B D C CBC BD E B D D E B A D E D B D D A F D DCBD D B D D CD CF B A B D E CD B B D CB CB CD B B D F B F B D B C BC F A D ED F CBA E BDF CBA D D CED B D CD CED CFF A E D B D FF B D F D D B B D BD B D CD D B D C BDCB F CBA B B BCBE CF D D C C A D A E BD D C B C CBC BD E C D D B FCE D A BD D B D D CB B D BD D D FF B D C C BB B D B FD B D BD ECB D B A BD C B D B D CD E CBC BD B D ECB D B A B D A E B C B E B D B D B D BD B D CBC BD E C E CBA A D B D CD CBA FCB D E D E A A B E D D B D B D CBC BD E A BD B CBA D ED B D B D C E CD A D B D B B D B BD BB B D B A E D D ECF B D B D BD C B CBE A F A ED D E BE C A B A E A E D A CEE CE BDCD B B CD B CBA E F CBE D F FCD B FCD B D B D F CE A A E B C B D F A BD B D B D B D BD B D C E F D F D D C BDCB F CBA C A D C C B D C A B B D CBC BD BB B D B A BD BD B DC FA B B B BD CBA C B B D ED ED CBA A F C F C D C C A D B D D CFF D DC FA D C B D B D D CD C A D B D BD BA B B D F F B D BD D C B E C D C C C A B A BD B D CBA A BCD C C CD CE B D D B D C B A B BA A CF C C B A B D D D CD ECFF CBC CBA

A E B D CBC BD E B B F CBA B FF D B D CE A FF CBE BA ECD C B E C D BE C D E D CB CB CD B C B D A B C D B D BD A BD B D D C A A D B B D C B A F A C B CEE BDC F D D BA A CF BA A CF A C D BD CBA CFF CBC BD D C D CD E A E B C A B D CBE BA ECD E E A BB E B E D D D E F D B D B FCD B D B D B B D CD D C A E FD D A BD CBA C B D B D E D FCB B D CF CD B D ED D D B FCE D F A BD ECD B D D F B CFF B D D D A E B C CDD BD B C D ECD D CD B D ECB B A B BD FF C C FF BCBE CF BCBE CF CF ECB C A ED C E BDC B D C CD C E DC B D C C B D E F C B D F FCD B E F CBE C F C BCBE CF ED B D ECBB D BA D CB BA A CF C BD D C B D C EE A E D CD CED B C A FF CBA A BC A B E D E E DE B D B FCBB A D E D A CBA D CE A DCBD D B D CB B D D C D B D FF EE FF B F D

E D B D B FF D B D CF A CD CED B FF D CB CD B C D DC D A F D B D CBA D F B A D D D FF D E C DCD B E D ED CBC A B D B D B D EC D E B CBC B D A F C F BB B D B B D D B D B D CB CD B C C B A C B D B D D FCB CBA D CE D D B D D C D C B D B D CF D D ED D B E D E E D A B E D D CF C F D CB CB CD B D B CD B D D C CE A CBA B D CE A CD C D ECB D B D B CF D C C B D E D C A D E C B D BD CF B D CBA E D CF D E ED C BD A D A E B C D CED CF B D CF A B D FF CF A E BD A D B D BD ED D E B A D CD D B F D CF CD B C B D C B CEE BDC F D CD B D B D CBC BD CB C CD E D B D B B D BD B E ECB B B D D D CDD BD B D A E B C E D C B D B A BD A C B CB CD B A B D A BD B D BEF A D A F D ED CB D B D C BDCB F D D D A E FD D E DF D A BB B D B D D B BA C BCF BD E A BD B D CBC BD E FA F A E B C D B D D B D BD B B CBC BD C A D A F CF B B D B D C D B DCD A D C B ED C CF FF D A E FD D A ED B D B CA CBE C DE F A D E C A A E A C C D D FC C C B CBE D CA D BCF CEE BD B C C F C F A D B D BD E C A B D E D CBA B D ECB C A CEE CD F D C B CF CD B C E ECB F D D B D BD B C F CBA CEE CD F C E B CF CD B C C B D A BACBD B D DCB F E D B D F D D CA D BCF D E B D B B B D BD CBA C CE F C F D D CF CD B D E B CBA C A E D B D E D DE B D D CA D BCF CF CD B D E B B CF CD B D E B C F D B D D F D B D B D BD D B D D B D BD C C D AB CDE F D A

BDCB F CBA C A D CBD FF B ED B BD A B D B D BD D ECD B C B ED B BA D B CF CD B D E B E BD CD D CA D BCF BCBE CF C A E A C D D CBE BA ECD C E B C E D BD BCF B E CBA CB CD BCF D F C B B CBA BB CD B D DE C E C E C E ECFE FCD B FA CBA B D D C CBC D C D CB B D BD ED FF F E D F E E C DE BE C B D C B DC BC F E D D CA CBDC BE C B C E BE D CD E B C F C D E BE D DCF D B E E C D FF F CA A E D CB CB CD B D D C C B D CB CD B FF D B E B BD D B D E BD D BE C B D DE C D E E CD E BD E CBA CD CD ECF D A D CF CD D B D BD E C E B E CD A E BE B A D D D E B E D CB B D BD C E B D ECFE FCD A C B D B D CD B D CBA A A ED B D E D CFF EC DCF B D A B D BD BEF A B D E B F E CD A A CFE FCD CBA D B B DC CBA B D B CAA D D D CFF CF CD B CD B C E B D E A D E CF D F F D D CB CD B D CE B C D B FCE CBA D D B BD C A C D F D D CB CD B B D D C E B E D E C E D D E E CB B CBA CBC B E D CD D D BD CF B D C B D B D BD B CED CFF CF A BB B D B E C E A D D D E C FF B ED B DF B C D D D CA D BCF D E B D B B D BD B B CD B D E B F CBA B CD B D B D BD D ECD B

C A B D F BD FCE D C D D E B D CB D C C D D CEE CE D CA D BCF D E B E C A B ED D B B D BD C C A A D C E EC A D B D C F B BD C D A BD C CBA D CE D B D CBA D E D B D BD ED B F A CD F D B D C C B D E D CB B D BD D BE DC F E BF F A E D CBA A A C F E E D C BD A B D D C D C BA A BD E D ED B F A CD B D CF CD B CBC BD CBA E D D CA CBDC C C F D B D A BD B D B D CB B D BD F D B C CF BD A B D D C D C BA A BD B D B F D D D C D D E D CBA B D C B C E DC B A D E BA C D C D D B D BD D D CA D BCF BCBE CF D E B A E A B ED B DC F D CF D D B D BD D B CF CD B D E B A E A B ED B C F D B D D F C B D D CA D BCF BCBE CF D E B B D B B CB D D A D D A C D C A ED B D A F E BA D CBC BD D F BD D B D BD C A D BCF FF F B C EE F ED E D B B A D FF A BD CFF E D A ED E D BA ED CB E D CBA BA ED CB CD BCF E D FA A BD A CBA C A DC F A BD B D E D B ED B A C F D B B D BE DC F D A BD C C F A CBC BD F A B E D C E C E D D E ED B CBCF E D D CA CBDC CBA B D CF CD B CBC BD C F D B D C C B D B D CB B D BD CF B D D BD CF B D CBA B D D BCBE CF B D C C FC F B CB CD BCF CB DCBD C D B D BDCB F B D E C D BA D ED A A D A B E D A DE D D E DE E D C D CA D BCF BCBE CF D A A BD A B ED B FA D FF A B E B BED B D D B CF CD B D E B C D E FC F D D D DCB F E D CBA B D A D A B E D A DE C DE F A D E C A B CBA B CF CD B C CBCF A B ED B FA A BDCB F E D CBA B D BDCB F BCD E D CBA B D C A D D C F B D B B D BD D CB CD CEE CE

E A C E C E DE DC C E F DE C E CBC BD D E CBA F BD CB B D BD B C BCF ECB D EC CB B ED C F A B D BD C F C C C C B D CD B C F D EC D B D BD B D E A B B D BD D ECD B C D A F CDF B C D D E B CBA D A F C D B D C E F C C D A F E CD A D D B D BD D A F A C C F D D D F B C A F E A B D D D C B CE BE C C CE A BA ECD D CD CB B D BD B D D A CBA FF B D F BD A D A E B C ECB B D D B D D CBA A BD D B D B A D E D D ECD B D B D BD D CBC BD FA A CD D A D B B CB ED B D BD C D B C C F C A D A E B C D B CB B D BD B D C C D D C C D CD FF D ED A CBA B D C E F C D CA D BCF B D BD D ECD B A F A DC F A B ED B E A D E C C A D CD D E CB B D E B F B D FC D A ECA C C ED A D C CB CD B B D B B C F CF C D A B D BD B D CB CD B C E A D B D C F B B CD B D E B F A F BD D C D DC B CF CBA D DC E D D B D B F CF B B BD D D B D B D F ED B D C B D CD D D CA D BCF D ECD B D E B C B D DC F CF CD B D BDCB F CBA B B BCBE CF E D CBA B D E C C E CD A D B D BD C CE C B B D E B D D B B D CD E CBA DCB F B D B C D B CBC BD C BA BD B D A E BCBE CF C B D C AB CDE F D F

F D D CD ED D C F B D E E FA EF A A A D D BDCB F B B BCBE CF B D CB CD B E ED D CED C D F E CBA A E A D D D B D BD B F F B BCBE CF CEE BD B D CD FF CE A D B CF D E E D CBA B D CB A B C F D A ED E D BA ED CB E D CBA BA ED CB CD BCF E D D B F A A E B C B D E C CF C A D C A D C ED D B BA D C CF A C F D D B D CBC BD CF CD B CF B D D BD CF B D B D B B CB B CD B D FF E CB BD CF C D D D ECD B E C D E CEE D A CD D CD E CBC BD F F D E EF C D CD D D CA D BCF D ECD B D E B C B ED B B CF CD B C FF A B D B B D CBA E D D A D ECD B C B BE CD D D C ED CBA E BEF A A BD B D F D BCF E B CBA F BD B D B D BD FA F D D CBC BD C BCF C F E D B D BD CB E CB B D B B A CD CD C F CB CD B C F D D CD C F B D B D BD D BDCB F CBA B B BCBE CF E D CBA B D CB C F D D CD EC D D CEE BD B CBA BCBE CF D E B D B B D BD E C D B D BCF C B D C CD C FD D CB C D B D CD A E B C D FF B CA B F D E B ECF CD BCF BA B D BD D ECD B A F C E FA A D CB CB CD B B D BD D ECD B D CD A BD B E D CBA B D CEE CD F D CB D E F A F CBA FC D E FA CF B F FA F BD D B CD B D D C D B D D D CDD BD B A E B C B CF CD B C CBA D A C B D CBC BD CF CD B C B BDF D C A B D C A F B D D CB D ACD CBA F D F B D B B D BD B D C C C E FA C F BD D A B D BD B B C A A C CBA F B D E B F E C F F D B CF E D FA B D C B E F ECD A D ECD B D E B BE CD B FC CBA DCD D E D C E B E C D D EE C F D B F A C FA D A FA EC A D B A D DC B A BE D D EE C F FA D A FA B F C F B CB CB CD B B D BD D D C B A D E D FD D A BD C D C CBA BE F D C D D FA C E

E EEDE E B D CBC BD B ED D ED B BD F CBB CD B C A D D EDE A F D C D E B BC F A E D D CA CBDC F A E A E B DD B B CD B D E B F B D FCE C F E D B B D A B A F A E A ABA B D CF CD B B CD B D ED C FD A B BCF C CE A B A F A E A E B E F E E D D A E A E E E ABA EAD A E BA B C CB CBA CFF BA B ED DE D D B D D E D B D BD B CB CED B C E A B CBC BD A E B C B A E F A E A E F B ED B D BD D ECD B B BD D C D A E A B D BA C C BD BCD BCF B BE B D E BE B D CF CD B CBC BD F B D A E A E E A E A E A E A D E ABA E E A D E BD E CFF C DCF B D BD C C CF CB CED B D E B F F E E A B A B A AD E A F B C E D E F D C E E D E A F E E DD D BA B A A E A E B E D A F A CFD A DC E A E D A C CBA F E CF CD B CBA CF CD B B D CB ECF D A E BD CED E C A A B A F A E A E F B D B D B D BD B B CD B D A E A B A F A E A E F B