Help with implementing Genetic Algorithms for scheduling optimization (Operations Research field) in Python




Howard KnibbsUnited Kingdom


ExpiredApr 8, 2017
I need help to code a small mathematical model for a scheduling optimization problem (it is a classical problem from the field of Operations Research) in Python using a basic Genetic Algorithm (generate parents, evaluate a Mono-objective function, crossover, mutate).

My problem consists of having a set of tasks with a given time window and a duration time for each task. I have four constraints and my objective function is to maximize the sum of the priorities of the executed tasks. Due to the constraints, not all the task can be executed, so we must to find a schedule by using GA (as a complex problem would take too much time to solve by exact methods).

It is a simple function with one objective and four constraints and my main objective here is just to see how I should encode the genes, calculate the fitness. I have one year of Python programming so it is also a opportunity for me to learn

Skills & Expertise Required


Project closed for bidding!

Share this project with your friends

Similar Projects

Data Analysis with ML and Python

I have a excel file which consist of different sensor value. i have to make different regression analysis method and then defect measurements with help of machine learning. I make the algorithm that more

Fixed, $93.00

Web Scraping Expert

We are looking for web scrapping expert with experience of Selenium, PhantomJS and execel file manipulation. We will provide reliable developer more jobs.

Fixed, $18.00

Need help in implementation of Arti...

https:\/\/\/mschiezaro\/ABC-feature-selection i need this algorithm to be implemented. The main aim is to perform feature selection for diabetes dataset. the dataset and code is given in more

Fixed, $75.00

Need help with MSC project " D...


I would like someone to do my MSC project. The title is ' 'detecting fake news'. Software to be developed to input news and detect the reliability of it.

Fixed, $200.00

Odoo ERP Developer required

We are seeking experienced Odoo developer to work full time basis.

Fixed, $1,000.00

web2py CRUD app for task & task...

Functional requirements
* Bootstrap theme(Default)
* Login page
* Change password page
* CRUD of task & task_details page as described in slide 1 & 2

* more

Fixed, $9.00