Here is a project to write a simple java code for multi-objective(execution time and cost) workflow scheduling using ant colony optimization and implement it by Workflowsim.

I am doing a project in Evolutionary Multi-Objective Workflow Scheduling in Cloud. I am using WorkflowSim toolkit for simulation purpose. I am unable to understand how to insert a multi-objective evolutionary algorithm in the toolkit. I also want to implement other evolutionary algorithms like NSGAII(Non-Dominated Sorting Genetic Algorithm), SPEA2 and PSO in Workflowsim and plot their performance graph(of their pareto optimal solutions) to know which algorithm is giving better performance.

My aim is to implement simple multiple objective(execution time vs cost) evolutionary workflow scheduling algorithms that take Montage-25, Montage-50 etc as inputs, and gives output as a set of optimal solutions(trade-off between execution cost and time).

for example :

input : Montage 25 / Montage 50 / Montage 100 / Montage 1000 (only one input to be given at a time)

output : (0.40 ms, Rs. 12)

(0.35 ms, Rs. 20)

(0.30 ms, Rs 25)


[around 10-15 optimal solutions as output]

And graph plot showing the results of all the algorithms using a single input. A sample graph for Montage-25 is uploaded in Montage-25.jpg.

Skills: Algorithm, Java

See more: ant colony routing using, project sendreceive message gps data using gprs, project making access roles aspnet using, review existing project bandwidth optimization, project online recruitment system universities using jsp, design implement document management system using oracle sql, plastic parts project design optimization pdf, project report online examination system using, optimization machining parameter using finite element, project serial port programing 80c51 using, mini project report implementation rsa algorithm using java, project documentation social newtworking site using aspnet, pharmacy project implement j2ee net, project print diifernt type reports using aspnet, list different project implement small organization

About the Employer:
( 0 reviews ) India

Project ID: #16058070

1 freelancer is bidding on average ₹1300 for this job

₹1300 INR in 1 day
(4 Reviews)