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Summary In this topic, we have introduced Abstract Lists – Explicit linear orderings – Implementable with arrays or linked lists • Each has their limitations • Introduced modifications to reduce run times down to Q(1) – Discussed memory usage and the sizeof operator – Looked at the String ADT – Looked at the vector class in the STL

28 trang | Chia sẻ: vutrong32 | Ngày: 17/10/2018 | Lượt xem: 1241 | Lượt tải: 1

Summary In these slides we have looked at: – The run times of • Operators • Control statements • Functions • Recursive functions – We have also defined best-, worst-, and average-case scenarios We will be considering all of these each time we inspect any algorithm used in this class

98 trang | Chia sẻ: vutrong32 | Ngày: 17/10/2018 | Lượt xem: 1158 | Lượt tải: 1

Algorithms Analysis We will use Landau symbols to describe the complexity of algorithms – E.g., adding a list of n doubles will be said to be a Q(n) algorithm An algorithm is said to have polynomial time complexity if its runtime may be described by O(nd) for some fixed d ≥ 0 – We will consider such algorithms to be efficient Problems that hav...

55 trang | Chia sẻ: vutrong32 | Ngày: 17/10/2018 | Lượt xem: 1078 | Lượt tải: 1

Summary In this topic, we have introduced the concept of data structures – We discussed contiguous, linked, and indexed allocation – We looked at arrays and linked lists – We considered • Trees • Two-dimensional arrays • Hybrid data structures – We considered the run time of the algorithms required to perform various queries and operations...

35 trang | Chia sẻ: vutrong32 | Ngày: 17/10/2018 | Lượt xem: 1151 | Lượt tải: 1

Summary In this topic, we have covered: – The Container ADT as a basic model of organizing data • Queries and operations on containers • Simple and associative containers • Unique or duplicate objects – Relationships between data • Linear ordering – Lexicographical ordering • Hierarchical ordering • Partial ordering • Equivalence relatio...

63 trang | Chia sẻ: vutrong32 | Ngày: 17/10/2018 | Lượt xem: 1107 | Lượt tải: 0

 Extending database capabilities for new applications:  Example applications: storage and retrieval of images, videos, data mining (large amounts of data need to be stored and analyzed), spatial databases, time series applications,  More complex data structures than relational representation.  New data types except for the basic numeric a...

59 trang | Chia sẻ: vutrong32 | Ngày: 17/10/2018 | Lượt xem: 1084 | Lượt tải: 1

In this topic, we have discussed: – We discussed the inductive principle – Ten different examples – Proof by induction can be applied incorrectly – Why it works – Strong induction – Some geometric problems

44 trang | Chia sẻ: vutrong32 | Ngày: 17/10/2018 | Lượt xem: 1034 | Lượt tải: 1

A Quick Introduction to C++ If you have forgotten (or did not learn) what you should have covered in ECE 150, there is a full C++ tutorial on the ECE 250 web site starting from scratch The tutorial does not even assume you know what a variable is There are exercises and example code which you can run yourself

88 trang | Chia sẻ: vutrong32 | Ngày: 17/10/2018 | Lượt xem: 1201 | Lượt tải: 0

In this topic, we have discussed: – A review of the necessity of quantitative analysis in engineering We reviewed the following mathematical concepts: – The floor and ceiling functions – L’Hôpital’s rule – Logarithms – Arithmetic and other polynomial series • Mathematical induction – Geometric series – Recurrence relations – Weighted aver...

50 trang | Chia sẻ: vutrong32 | Ngày: 17/10/2018 | Lượt xem: 1154 | Lượt tải: 1

Summary In this topic, we have: – Outlined the course – Discussed C++ and the projects – Improving your performance – Discussed plagiarism and its consequences

62 trang | Chia sẻ: vutrong32 | Ngày: 17/10/2018 | Lượt xem: 1191 | Lượt tải: 2