Math & Numerical Methods

Optimization & OR Simulators

A focused Math & Numerical Methods hub for optimization & or tools, keeping related formulas, assumptions, and engineering checks together.

10 simulators

Adjacent categories

Simulator list

Capacity Planning Little Law Simulator
Optimization & OR
Use Little’s law and a capacity screen to relate arrival rate, service time, parallel servers, WIP, and utilization.
Design of Experiments (DOE) Simulator
Optimization & OR
Switch between full factorial, fractional factorial, Central Composite Design (CCD) and Plackett-Burman to compare required runs, statistical power and savings vs OFAT i…
Design of Experiments (DOE)
Optimization & OR
Optimize designs with factorial & Taguchi L9 DOE. Automatically calculate main effects, ANOVA, F-test, and SN ratios for robust engineering analysis.
Game Theory Simulator — Nash Equilibrium, Prisoner's Dilemma & Evolutionary Games
Optimization & OR
Edit game theory matrices and simulate outcomes. Automatically find Nash equilibria and watch cooperation evolve in real-time.
Inventory Management EOQ & Reorder Point Calculator
Optimization & OR
Calculate your optimal order quantity and reorder point with this free EOQ calculator. Visualize cost tradeoffs and inventory patterns.
Lagrange Multiplier Optimization Simulator
Optimization & OR
A tool that visualizes the Lagrange multiplier method for optimizing an objective function under an equality constraint.
Linear Programming
Optimization & OR
Learn to solve 2-variable linear programming problems visually. See the feasible region, optimal vertex, and objective lines in real-time with graphical method steps.
PERT/CPM Network Project Schedule Calculator
Optimization & OR
Calculate project critical path and on-time probability with this PERT/CPM network scheduler. Automates forward/backward pass for up to 12 activities.
Queuing Theory Simulator — M/M/1 & M/M/c Queue Analysis
Optimization & OR
Adjust arrival rate λ, service rate μ, and number of servers c to visualize average wait time, queue length, and probability distribution in real time using the Erlang-C…
Response Surface Methodology (RSM) Simulator
Optimization & OR
A hands-on simulator for Response Surface Methodology — the workhorse technique for optimizing process conditions and formulations with only a handful of experiments.