Ant Colony Optimization

1. Basic Implementation of Ant Colony Optimization
2. Ant Colony Optimization with a bias towards exploitation
3. Ant Colony Optimization with a local pheromone updating rule
4. Elitist Ant System
5. Max-Min Ant System
6. Rank-based ant system
7. Parallel Ant Colony Optimization
8. Continuous Orthogonal Ant Colony
9. Recursive Ant Colony Optimization

Applications of Ant Colony Optimization

Scheduling

1. Sequential Ordering Problem
2. Job-Shop Scheduling Problem
3. Open-Shop cheduling Problem
4. Permutation Flow Shop Problem
5. Single Machine Total Tardiness Problem
6. Single Machine Total Weighted Tardiness Problem
7. Resource-Constrained Project Scheduling Problem
8. Group-Shop Scheduling Problem
9. Single-Machine Total Tardiness Problem with Sequence Dependent Setup Times
10. Multistage Flowshop Scheduling Problem
11. Assembly Sequence Planning

Vehicle Routing

1. Capacitated Vehicle Routing Problem
2. Multi-Depot Vehicle Routing Problem
3. Period Vehicle Routing Problem
4. Split Delivery Vehicle Routing Problem
5. Stochastic Vehicle Routing Problem
6. Vehicle Routing Problem with Pick-Up and Delivery
7. Vehicle Routing Problem with Time Windows
8. Time Dependent Vehicle Routing Problem with Time Windows
9. Vehicle Routing Problem with Time Windows and Multiple Service Workers

Assignment

1. Quadratic Assignment Problem
2. Generalized Assignment Problem
3. Frequency Assignment Problem
4. Redundancy Allocation Problem

Sets

1. Set Cover Problem
2. Partition Problem
3. Weight Constrained Graph Tree Partition Problem
4. Arc-Weighted l-Cardinality Tree Problem
5. Multiple Knapsack Problem
6. Maximum Independent Set Problem

Application in Electronics

1. Antenna Optimization
2. CMOS Amplifier Optimization
3. Reversible Circuit Synthesis

There is another repository for implementations and applications of Ant Colony Optimization which I created earlier. It contains the programs which I developed for basic implementation of Ant Colony Optimization and its applications. Please note that I have divided the original notebook into 9 parts and then I have uploaded them in this repository since original notebook (Created: September 2022) is quite large and cannot be uploaded here.