What is AnyLogic Simulation Software?

AnyLogic modeling and simulation software is applied around the world by leading businesses and academic institutions. Find out more at www.anylogic.c... or learn to use the tool with AnyLogic PLE free simulation software - www.anylogic.c...
AnyLogic is the only general-purpose simulation modeling tool for business. It combines all key modeling methods to simulate systems of any complexity and scale. A unique built-in suite of industry-specific tools streamlines simulation for:
► manufacturing
► logistics and transportation
► oil and gas
► mining
► healthcare, and other industries.
Explore simulations from different angles with a rich experiment framework and make models interactive, or even turn them into comprehensive management dashboards, with software's dynamic animation and data visualization capabilities.
AnyLogic Simulation Platform - www.anylogic.c...
Facebook - / anylogicco
LinkedIn - / the-anylogic-company
Twitter - / anylogicco
#AnyLogic #Simulation

[@gauravchavan7406]

Hi Team, Can you share a use case from end to end showcasing synthetic data generation process.
From webinar link and references in website, its not clear as to how we can generate a population from sample csv data
Example retailer transaction data

[@anylogic-simulation]

Hi! Since CSV files are compatible with Excel, the simplest way is to save a CSV file into some Excel format (e.g., ".xlsx") and then import it in the model with connectivity tool (anylogic.help/anylogic/connectivity/import.html#importing-database-tables). Alternatively, you may use text connectivity tool and read CSV file line by line. Take a look at the "Reading Agent Parameters from a CSV file" example model (AnyLogic | Help | Example models). It's possible to fill in a built-in database table by the received data from CSV file with SQL Insert query (anylogic.help/anylogic/connectivity/querying.html#insert).
Afterward, you can use the data from the DB table in modeling (e.g., for creation of agent population anylogic.help/anylogic/agentbased/agent-db.html#creating-a-new-agent-population-based-on-db-data). Any data generated during a model run can be considered synthetic data as it has not been taken from the real world.

[@bhagwangurav6637]

How to generate synthetic data using sample data using anylogoc?

[@anylogic-simulation]

Hi Bhagwan! Any simulation model generates the synthetic data.
As for the demonstration of Synthetic Data Generation with AnyLogic please see Simulation and AI workshop blog post - www.anylogic.com/blog/simulation-and-artificial-intelligence-workshop/ and the associated webinar - ruclips.net/video/6oofk7myqdg/видео.html

[@gauravchavan7406]

@@anylogic-simulation not understanding clearly how we can generate synthetic data. Is there any end to end casestudy wherein csv file is imported and synthetic data is generated ?

[@anylogic-simulation]

@@gauravchavan7406 Hi! They synthetic data is what is produced when a simulation is run on a model. It can be captured and used if necessary. In this case, the company produces forecasts and exports the data for further analysis - www.anylogic.com/maximizing-push-boat-fleet-s-net-voyage-revenue/