1. Algorithms Algorithms are a familiar idea. Our goal is to learn to specify them right so someone or something else does the work

4. Flowcharts Flowcharts are a good way to describe an algorithm

5. Previous Algorithms Algorithm : a precise, systematic method to produce a specified result We have seen algorithms already... Copy a file from one folder to another Driving instructions to get to your house Filling out your IRS tax return Not every process is an algorithm -- debugging

6. 3 Kinds of Algorithms Today Editing Skills fix a broken web page fix a text with ragged line break keyboard shortcuts Conceptual/ problems making a cup of tea, sorting CDs Drawing problems Turtle graphics prep for JavaScript

7. Broken Webpage This web page has broken links: mpc01b/ project1

8. Use Search and Replace What would you search for, and what would you replace it with? (several ways) ? These are sort of algorithms (actually programs)

9. Text with Ragged Edges Often when copied from web/email

10. MS Word Search/Replace Has feature to work on special formatting marks

11. Two Attempts First Try Replace ^p with nothing But then you lose paragraph separators (^p^p) Second Try Replace ^p^p with # Replace ^p with nothing Replace # with ^p^p

12. Properties of Algorithms For an algorithm to be well specified it must have … Inputs specified Outputs specified Definiteness Effectiveness Finiteness

13. Programs vs Algorithms A program is an algorithm specialized to a particular situation  Algorithm: longStringWithShortStringInIt  placeholder ShortString   placeholder  longStringWithShortStringInIt  Program:   #    #  

14. Keyboard Shortcuts Give the mouse a break! Home: begin line End: end line Shift-End: select to end line Alt-e t (Ctrl-X): cut selected text Delete a whole line: Home, Shift-End, Ctrl-X Program or Algorithm?

15. Alphabetize CDs 1. Def Artist_of Use Artist_of to refer to the group name 2. Pick Alpha Decide which end of rack is to be start of alphabetic sequence, and call the first slot alpha 3. Pick Beta Call the slot next to alpha, beta 4. Exchange If Artist_of the CD in the alpha slot is later in the alphabet than the Artist_of the CD in the beta slot, interchange the CDs, otherwise continue on 5. More Betas? If a slot follows beta slot, begin calling it the beta slot and go to step 4, otherwise continue on 6. More Alphas? If two slots follow the alpha slot, begin calling the next one the alpha slot and the one following it the beta slot; go to step 4; otherwise stop Wynette Beethoven Spoon Hampton Pearl Jam

16. Flow Chart Define Artist_Of Select starting end; name it alpha Call beta the slot adjacent to alpha Is Artist_Of CD in alpha slot later than Artist_Of CD in beta slot Is there a slot following the beta slot? Are there 2 slots following alpha? Interchange CDs in alpha & beta Begin calling next slot beta Advance alpha to next slot & slot after it beta 1 2 3 4 5 6 N Y N NStop Y Y Start

17. Demonstration

18. Abstraction Abstraction means removing an idea or process form a situation Beta sweep -- while alpha points to a fixed slot, beta sweeps through slots following alpha, interchanging as necessary The beta sweep is a concept removed based on our understanding of the operation of the algorithm   Beta Sweep

19. Flow Chart Define Artist_Of Select starting end; name it alpha Call beta the slot adjacent to alpha Is Artist_Of CD in alpha slot later than Artist_Of CD in beta slot Is there a slot following the beta slot? Is there a pair of slots following alpha? Interchange CDs in alpha & beta Begin calling next slot beta Advance alpha to next slot & slot after it beta 1 2 3 4 5 6 N Y N NStop Y Y Start

20. The Beta Sweep By abstracting we can analyze parts of an algorithm …  The beta sweep has 4 properties: Exhaustive -- it considers all CDs after alpha Non-redundant -- no slot pair is checked twice Progressive -- the alphabetically earliest CD considered so far is always in the alpha slot Effective -- at completion, the alphabetically earliest CD from alpha to end is in alpha slot These properties apply only to Alphabetize CDs

21. Alpha Sweep The alpha sweep... Process of sweeping through all of the CDs (but the last) performing the beta sweep Exhausitve -- considers all but last CD Non-redundant -- a slot is alpha only once Progressive -- when beta sweep completes the alphabetically next CD in alpha Complete -- when last beta sweep is done the last slot’s CD is later than next to last slot Effective -- the alpha sweep alphabetizes

22. Turtle Graphics Algorithms You drive a turtle that leaves a mark as it moves Turtle Commands (start at x) forward(20) left(90); forward(20); right(135); backward(40); x

23. For today’s lab, Only use these commands: forward -- move turtle forward some number of pixels backward -- move turtle backward left – turn left some number of degrees right – turn right More when we get to Programming

24. Summary We figure out most algorithms on our own, abstracting from specific cases Also we abstract parts of an algorithm or program to understand them  Thinking of how the program works and reasoning about its properties allows us to know why an algorithm works … and then we can let the computer do it

25. In Sunday’s Paper... Google Bombing: To sabotage Google’s page-rank system Ask Google for ‘miserable failure’

26. George W Bush? The most highly ranked Web page for words ‘miserable failure’ is George Bush?

27. Sample Query

28. What’s Happening? Many pages make their anchor text ‘miserable failure’ and make the anchor link to the Bush biography miserable failure Google trusts anchor text in the page rank calculation