Simulation modeling of the virtual queue system (VQ) in MATLAB

AI & Machine Learning, Desktop Apps — incorrectly specified categories?

111 USD

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It is necessary to develop a script in the MATLAB environment for modeling passenger flow at the airport. The goal of the work is to compare the current situation (physical queues) with the new dynamic management system through virtual queues (VQ). All mathematical formulas and logical algorithms (flowcharts) have already been developed and will be provided.

2. Implementation Stages

Stage I: Modeling the Current Situation

Input Flow: Modeling the arrival of passengers for flights based on historical data.
Calculations: Calculating waiting times in queues based on the provided formulas of stochastic models.
Result: Identifying periods of overload and the formation of long physical queues.

Stage II: Model with Virtual Queue

VQ Logic: Implementing algorithms and decision-making logic of the system according to the flowcharts.

3. Testing Scenarios

The program should allow easy changes to the percentage of passengers using the virtual queue for efficiency comparison:

Scenarios: 0%, 40%, 60%, 80%, and 90% implementation of VQ.

4. Output Data Requirements (Results)

The simulation should generate graphs and tables for comparison:

Waiting Time: Comparison for regular passengers (before and after VQ implementation) and for VQ users.
Total Time in the System: How much time a passenger saves by using the system.
Server Load: Server utilization rates on different processors before and after VQ implementation.

5. Code Requirements

Comments: Mandatory detailed description of each code block for defending the work before the commission.
Input Data: Ability to load input data from Excel or text files.

What I will provide:

Input Data.
Mathematical Part: Ready formulas for calculations.
Algorithms: Flowcharts of the decision-making processes of the system.

Proposals 7

Dariia Zelinska

42 0

Budget: 5000 UAH Deadline: 2 days

Hello, I have a lot of experience working and modeling specifically in Matlab, I will create a high-quality and flexible program. I can show examples of my work in private messages. I will code all the formulas and there will be visualization. I am waiting for your message. I will do everything as quickly as possible.

Danilo Hablak

16 3

Budget: 5000 UAH Deadline: 3 days

I have significant experience in mathematical modeling in MATLAB, particularly in solving problems of queuing theory, so I clearly understand how to translate your stochastic formulas and flowcharts into clean, structured code. I will implement the simulation through an object-oriented approach or discrete event simulation, which will allow for easy scaling of the implementation percentage of VQ from 0% to 90% and correctly comparing waiting time metrics. I will pay special attention to visualization: I will create comparative charts of server load and histograms of time savings that will be clear for presentation to the committee. The code will be fully documented with explanations of each step (from data import from Excel to final calculations), so you can confidently answer any technical questions. I guarantee readiness for support and revisions after familiarizing myself with your mathematical foundation.