Prescriptive Analytics with AI | AI Knowledge Hub |…

Prescriptive Analytics

AI-driven recommendations for optimal actions.

Prescriptive analytics with AI enables not only predicting the future, but also automatically recommending optimal actions to achieve desired outcomes. This is the highest level of analytics that combines predictive models with optimization and recommendation systems.

Optimization Algorithms for Finding Optimal Solutions: Linear Pro

Reinforcement Learning.

Reinforcement learning generates optimal action strategies.

live demo · related simulation● LIVE

Optimization of Generation, Load Management, Energy Efficiency.

The prescriptive analytics process.

Collecting data on the current state, historical data and context.

Frequently asked questions

What is CPLEX: IBM optimization solver?

CPLEX: IBM optimization solver

What is Gurobi: High-performance optimization so?

Gurobi: High-performance optimization solver

What are OR-Tools: Google optimization tools?

OR-Tools: Google optimization tools

What is PuLP: Python optimization library?

PuLP: Python optimization library

▶ Try it live

Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Hash Function Avalanche Visualizer simulation