Fog Planning Algorithm Research and Design Carleton-SYSC

This repository is the first part of my fog facility planning research: the task allocation and facility planning policy design. This project is developed in java, and implement two categories of algorithms (Conbinatorial Optimization algorithm and Heuristic algorithm).

Optimization algorithm: FLP, K-MEANS, Weighted Sum, Lagrangian Dual and Meanshift.
Heuristic algorithm: PSO, NSGA, SPEA, MOCELL.

• The second part of this research, which is the fog network simulation, can be referred to Fog-Simulation

Software Specs

• Java 8
• jMetal 4.5.2
• IBM ILOG CPLEX 12.2
• Google Commons-math 3.3
• JavaPlot 1.2
• Jxl 2.10

Usage

The detail of solver usage can be checked in the code or in the online version of the thesis:
"Exact and Approximation Algorithms for the Planning and Design of Fog Networks"

License

Fog Planning Research -- Apache 2.0 © Decheng Zhang
jMetal -- MIT License © Copyright <2017> <Antonio J. Nebro, Juan J. Durillo> (https://github.com/jMetal/jMetal)