Optimization Overview
Convex Sets
Example 1
Convex Functions
Example 2
Example 3
Example 4
Duality
Example 5
Example 6
IP Problems and Solutions
Complexity Analysis
NP Complete - NP Hard
Example 1
Heuristics Methods
Analyzing Complexity
Example 2
Example 3
Big-O Notation
Example 4
Pseudo Polynomial Time
Example 5
Sample Midterm Problems I
Optimization Overview 1
Optimization Overview 2
Optimization Overview 3
Complexity Analysis 1
Complexity Analysis 2
Complexity Analysis 3
Complexity Analysis 4
Complexity Analysis 5
Complexity Analysis 6
Knapsack Problems and Heuristic Methods - Part I
Introduction
Mathematical Modelling
Example 1
Mathematical Modelling
Example 2
Example 3
Example 4
Knapsack Problems and Heuristic Methods - Part II
Bottom-Up Algorithm
Example 1
Example 2
Bottom-Up Algorithm’s Pseudocode
Example 3
Top-Down Algorithm
Example 4
Example 5
Top-Down Algorithm’s Pseudocode
Sample Midterm Problems II
Knapsack Problems and Heuristic Methods 1
Knapsack Problems and Heuristic Methods 2
Knapsack Problems and Heuristic Methods 3
Knapsack Problems and Heuristic Methods 4
Knapsack Problems and Heuristic Methods 5
Knapsack Problems and Heuristic Methods 6
Knapsack Problems and Heuristic Methods 7
Knapsack Problems and Heuristic Methods 8
Knapsack Problems and Heuristic Methods 9
Knapsack Problems and Heuristic Methods 10
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