*... larger Integer Sorting Example Integer Sorting Function Sorting an Array of Strings Data types ... single data structure Interface declares operations, not data structure ...*

*Course Contents Introduction Complexity Analysis Simple Data Types ... Complexity of Recursive Algorithms Trees and Graphs Set structure Searching techniques Hashing Sorting ...*

*Abstract Data Types many slides taken from Mike Scott, UT Austin Data Structures Data structure is a representation of data ... data or object based on hash value Sorting O ...*

*Elementary Data Types Scalar Data Types Numerical Data ... of the characters, used for lexicographic sorting. ... of the operating system Sequential file: a data structure ...*

*Lists and dictionaries (data structure); The Hangman Game Data Types and Data Structures Data types vs ... pairs of data Add and delete dictionary items Understanding sorting ...*

*... an Algorithm Important Problem Types Fundamental Data ... Representation: bit string; linear structure Bag ... Analyze the algorithm Important problem types Sorting ...*

*... Overview What are abstract data types ... How to pick the “right” data structure ... work out better than other data structures. Cpt S 223. School of EECS, WSU * Sorting ...*

*... fstream::seekp(int pos, ios::end); External Sorting Problem: Sorting data sets ... Structure Philosophy Data Structure Philosophy (cont) Abstract Data Types Data Structure ...*

*Functional Requirements (1) Support operations (selection, projection, aggregation, sorting, etc.) on all data types: Choose parts of data based on content or structure ...*

*Which data structure would you use if the graph is a 100-node star shape? ... exist a better algorithm? lower bounds optimality Important problem types sorting ...*

*Abstract Data Types i. Dynamic Arrays ii. Linked Lists ... front Binary trees High-speed searching/sorting of data ... space it points to Abstract Data Type A data structure ...*

*Data Types Arrays Records Abstract Data Pointers Linked lists, Stacks, Queues What is a data structure? ... and organize data Examples Sorting, data ...*

*... Arrays Array Initialization The Arrays Class: Searching and Sorting ... by some defined structure Also called: Structured type Data structure Arrays are aggregate data types ...*

**/ } Data Structure A Data Structure is a grouping of data ... Bricklayer Sorted in descending order Sorting in Arrays Data ... dimensions Structured Data Type - Array Data types ...*

*Abstract Data Types i. Dynamic Arrays ii. Linked Lists ... front Binary trees High-speed searching/sorting of data ... space it points to * Abstract Data Type A data structure ...*

*... be sorted quickly 12.4 Linked Lists Types ... Binary trees High-speed searching and sorting of data ... stackNode { /* self-referential structure */ 7 int data; 8 ...*

*... Schema Define… elements attributes Nesting structure ... declaration and use) Some type conversion Sorting ... absence of text values Element and attribute data types ...*

*the “data-centric world”. B2B, B2C. Managed data, predictable structure, data management, information location and retrieval, sorting and filtering, types links ...*

*Eliminating Duplicate Rows Displaying Table Structure 2 Restricting and Sorting Data Limiting Rows ... Instructor Note There are several new data types available in the ...*

*... Sort method on many containers provides efficient sorting ... why would we want to avoid this? will box value types Iterators Common code pattern: walk a data structure ...*

*... Click event procedure performs these tasks Sorting the Data Stored in a ... used to create your own data types in Visual Basic .NET Data types created using the Structure ...*

*Functional Requirements (1) Support operations (selection, projection, aggregation, sorting, etc.) on all data types: Choose data based on content or structure Operate ...*

*Class :: Instance (Object) Static structure vs Run ... for “correctness” E.g., Groups, Fields, Sorting ... NP-hard vs Polynomial-time Specification of Data Types ...*

*... algorithms Several different types of spike sorting techniques (including different types of data ... Structure The data format is a particular structure The structure ...*

*A sorting algorithm has the same structure, regardless of the types being sorted ... Iterators and containers Containers are standard data ...*