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Data Structures & Algorithms Richard Newman Clip Art Sources s www.barrysclipart.com s www.livinggraphics.com s www.rad.kumc.edu s www.graphicmaps.com.

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Presentation on theme: "Data Structures & Algorithms Richard Newman Clip Art Sources s www.barrysclipart.com s www.livinggraphics.com s www.rad.kumc.edu s www.graphicmaps.com."— Presentation transcript:

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2 Data Structures & Algorithms Richard Newman

3 Clip Art Sources s www.barrysclipart.com s www.livinggraphics.com s www.rad.kumc.edu s www.graphicmaps.com www.graphicmaps.com Initial design from Sahni’s course, modified greatly by Newman for Sedgewick’s book

4 What The Course Is About s Data structure: representation and storage of data. s Algorithm: method for solving a problem s Programs represent data s Programs use algorithms to manipulate those data

5 What The Course Is About Algorithm design methods needed to develop programs that do the data manipulation. The study of data structures and algorithms is fundamental to Computer Science.

6 Prerequisites s Asymptotic Complexity  Big Oh, Theta, and Omega notations s C++ s Discrete Structures, Calculus

7 Web Site s www.cise.ufl.edu/~nemo/cop3530/ www.cise.ufl.edu/~nemo/cop3530 s www.cise.ufl.edu/cop3530sp15/ s Handouts, syllabus, text, source codes, exercise solutions, lectures, assignments, past exams, past exam solutions, TAs, etc. s Check twice weekly (48 hr apart)

8 Instructor s Dr. Richard “Dr. Nemo” Newman (nemo) s www.cise.ufl.edu/~nemo/ s Office hours: MWF 10:30-11:30 s Office: CSE-E346

9 Teaching Assistants s TA location: CSE-E309 s Md Mahmudul Hasan (mmhasan) s Office hours: M 10 th, T 9 th & 10 th s Rahul Prabhu (rprabhu) s Office hours: TBD

10 Assignments s Assignment guidelines s Submission procedures

11 Discussion Sections s Required to attend your section s TA may present a small problem that you are to do during discussion s TA may go through exercises from the book s TA will answer your questions

12 Goals s Devise and analyze algorithms and data structures to solve moderately hard problems s Correctly develop, document, and test programs to implement those algorithms and data structures

13 Roadmap s Fundamentals s Data Structures s Sorting s Searching s Graph Algorithms s Odds and Ends

14 Grades s 15% for quizzes s 5% for homeworks s 35% for projects s 15% for each exam (3 exams)

15 Grades (Rough Cutoffs) s A >= 80% s B+ >= 75% s B >= 70% s C+ >= 65% s C >= 60% s D+ >= 55% s D >= 50%

16 Why Study Algorithms? s We are in the information age! s Information = data with interpretation s Algorithms allow us to manipulate the data to obtain desired information s Effect of algorithm is huge – on time, on space, on power; and on information! s Impact of algorithms in all facets of science, medicine, law, engineering, art, music, business, and life

17 Why Study Algorithms? s Study of algorithms at least as old as Euclid ca. 300 BC s The name derives from a ca. AD 825 Arabic mathematician, Muhammed ibn al-Khwarizmi s Formalized by Church and Turing in 1930’s s Some important algorithms were discovered by undergraduates in a class just like this!

18 Why Study Algorithms? s Intellectual stimulation: “For me, great algorithms are the poetry of computation. Just like verse, they can be terse, allusive, dense, and even mysterious. But once unlocked, they cast a brilliant new light on some aspect of computing.” – Francis Sullivan

19 Why Study Algorithms? s Improve programming skills: “I will, in fact, claim that the difference between a bad programmer and a good one is whether he considers his code or his data structures more important. Bad programmers worry about code. Good programmers worry about data structures and their relationships.” – Linus Torvalds s “Algorithms + Data Structures = Programs” – Niklaus Wirth

20 Why Study Algorithms? s Unlock secrets of the universe: “Computer models mirroring real life have become crucial for most advances in chemistry today… Today the computer is just as important a tool for chemists as the test tube.” – Royal Swedish Academy of Sciences (Nobel Prize in Chemistry 2013)

21 Why Study Algorithms? s Everyone else is doing it! s For fun and for profit!

22 Next – Lecture 2 s Read Chapters 1 & 2 s Union-Find s Empirical analysis s Asymptotic analysis of algorithms s Basic recurrences


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