1.204 | Spring 2010 | Graduate

# Computer Algorithms in Systems Engineering

## Lecture Notes

LEC # TOPICS LECTURE NOTES SUPPORTING FILES
Databases
1 Database: Entity-relationship modeling (PDF) (VPP)
2 Database: Normalization, SQL basics (PDF)
3 Database: SQL joins, views, subqueries (PDF)

(SQL)

(SQL)

4 Database: JDBC (PDF) (ZIP) (This ZIP file contains: 11 .java files.)
Data Structures
5 Algorithms: Analysis, complexity (PDF) (ZIP) (This ZIP file contains: 6 .java files.)
6 Stacks, queues, trees, dictionaries (PDF) (ZIP) (This ZIP file contains: 10 .java files.)
7 Graphs (PDF) (ZIP) (This ZIP file contains: 4 .java files and 1 .txt file.)
8 Heaps, sets (PDF) (ZIP) (This ZIP file contains: 1 .java file.)
Divide-and-Conquer and Greedy Algorithms
9 Divide-conquer: Binary search, quicksort, selection (PDF) (ZIP) (This ZIP file contains: 4 .java files.)
10 Greedy: Knapsack, job sequence (PDF) (ZIP) (This ZIP file contains: 2 .java files.)
11 Greedy: Minimum spanning trees (PDF) (ZIP) (This ZIP file contains: 4 .java files.)
12 Greedy/dynamic programming: Shortest paths (PDF) (ZIP) (This ZIP file contains: 4 .java files and 1 .txt file.)
Quiz 1
Dynamic Programming
13 Priniciple of optimality, resource allocation (PDF) (ZIP) (This ZIP file contains: 1 .java file.)
14 Job scheduling, graph/tree generation (PDF) (ZIP) (This ZIP file contains: 2 .java files.)
15 Knapsack problem, set representation (PDF) (ZIP) (This ZIP file contains: 3 .java files.)
Branch-and-Bound
16 Branch and bound: Backtrack method, knapsack problem (PDF) (ZIP) (This ZIP file contains: 2 .java files.)
17 Branch and bound: General method, facility location (PDF) (ZIP) (This ZIP file contains: 4 .java files and 2 .txt files.)
Linear and Nonlinear Optimization
18 Continuous constrained nonlinear optimization (PDF)
19 Network equilibrium (PDF) (ZIP) (This ZIP file contains: 2 .java files.)
20 Linear systems (PDF) (ZIP) (This ZIP file contains: 5 .java files and 1 .txt file.)
21 Continuous unconstrained nonlinear optimization (PDF)

(ZIP A) (This ZIP file contains: 4 .java files.)

(ZIP B) (This ZIP file contains: 3 .java files.)

22 Unconstrained methods: Amoeba, BFGS, demand model estimation (PDF)

(ZIP) (This ZIP file contains: 4 .java files and 1 .zip file.)

(ZIP) (This ZIP file contains: 6 .java files.)

(ZIP) (This ZIP file contains: 1 .dll file and 1 .java file.)

Approximate Queues and Network Designs
23 Analytic approximations: Network design (PDF) (ZIP) (This ZIP file contains: 2 .java files.)
24 Approximate queuing analysis (PDF)

## Course Info

Spring 2010
##### Learning Resource Types
Lecture Notes
Exams
Programming Assignments