Prototype Framework-Projects

Download source code @ https://sites.fastspring.com/prototypeprj/instant/ai

• TSP Framework + Python (GA + BF + SA + HC + NN)

  public version (demo only) | members-only version (demo, write, and test run)

  • Python Framework for Solving the Traveling Salesman Problem

  • Framework currently includes Genetic Algorithm, Brute Force, Simulated Annealing, Hill Climbing, and Neural Networks Algorithms

  • Haversine formula used for calculating distances between cities

  • Each city is identified by its latitude and longitude coordinates

  • Cities data can be hardcoded, from db, or from file

• TSP Framework + JAVA (ACO + GA + BF + SA + HC + NN)

  public version (demo only) | members-only version (demo, write, and test run)

  • JAVA Framework for Solving the Traveling Salesman Problem

  • Framework currently includes Ant Colony Optimization , Genetic Algorithm, Brute Force, Simulated Annealing, Hill Climbing, and Neural Networks Algorithms

  • Haversine formula used for calculating distances between cities

  • Each city is identified by its latitude and longitude coordinates

  • Cities data can be hardcoded, from db, or from file

• TSP Framework + P2P + JAVA (ACO + GA + BF + SA + HC + NN)

  public version (demo only) | members-only version (demo, write, and test run)

  • Refactor TSP Framework + JAVA, add P2P functionality

  • Multiple peers cooperate in finding route w/ shortest distance

  • Run Brute Force Algorithm in distributed mode i.e. each peer solves part of the problem (we’ll find any potential issues and how to solve them)

  • Application can run in both Standalone and P2P modes

• Class Scheduling Framework 01 (GA+HC+JAVA+SQLite)

  public version (demo only) | members-only version (demo, write, and test run)

  • JAVA Class Scheduling Framework 01 (Genetic Algorithm and Hill Climbing Algorithms) + SQLite