Make Better Decisions Under Uncertainty

Compare our products for dealing with uncertainty

If you're modeling a risk analysis problem that can be solved with Monte Carlo simulation, our Risk Solver product is a great choice.  It costs the same or less and gives you more than competitors like Crystal Ball and @RISK Standard -- see how it compares to these products in a recent independent review.  But unlike its competitors, Risk Solver can be upgraded to gain full-power optimization capabilities, from linear programming to stochastic optimization.

Risk Solver Premium deeply integrates Risk Solver and Premium Solver -- giving you complete optimization capabilities, upward compatible from the Microsoft Excel Solver.  Risk Solver Platform, a powerful superset of Risk Solver Premium, deeply integrates Risk Solver and Premium Solver Platform -- and uses PSI Technology to automatically diagnose your model, automatically determine which solution methods can be applied, automatically select transformations for non-smooth models and stochastic linear programming models, and automatically choose the best Solver engine to solve the model.  The table below compares the capacity, speed, features and price of the Risk Solver products.

 

Risk Solver

Risk Solver Premium

Risk Solver Platform

FEATURES AND PERFORMANCE

Simulation

Simulation

Optimization &

Simulation

Psi Technology:

 
 
 

Find linear, nonlinear, nonsmooth formulas

 
 

Yes

Determine whether model is convex

 
 

Yes

"Linearize" IF, MIN, MAX, ABS, logical formulas

 
 

Yes

Determine how objective and constraints depend on uncertainty

 
 

Yes

Create stochastic programming deterministic equivalent

 
 

Yes

Create robust counterpart for stochastic LP models

 
 

Yes

 
 
 
 

Built-in Engines:

 
 
 

Simplex Linear Solver

 

LP Only

LP/Quadratic

GRG Nonlinear Solver

 

Yes

Yes (faster)

Mixed-Integer Solver

 

Yes (fast)

Yes (faster)

Evolutionary Solver

 

Yes

Yes (faster)

Interval Global Solver

 
 

Yes

SOCP Barrier Solver

 
 

Yes

Field-Installable Solver Engines

 
 

Yes

 
 
 
 

Optimization Problem Size:

 
 
 

Linear Variables x Constraints

 

2000 x 1000

8000 x 8000

Nonlinear Variables x Constraints

 

400 x 200

500 x 250

Non-Smooth Variables x Constraints

 

400 x 200

500 x 250

Integer Constraints on Variables

 

1000

2000

Solver Engine Variables x Constraints

 
 

Unlim x Unlim

 
 
 
 

Speed (approximate):

 
 
 

Problem Setup

 

1-50X

2-100X

Linear Problems

 

3X

20X

Nonlinear Problems

 

1X

7-15X

Mixed-Integer Problems

 

10-20X

10-200X

Non-Smooth Problems

 

1-10X

1-10X

Solver Engines (On Various Problems)

 
 

10-1000X

 
 
 
 

Variables and Constraints:

 
 
 

Normal Decision Variables

 

Yes

Yes

Recourse Decision Variables

 
 

Yes

Normal, Integer, and Binary Constraints

 

Yes

Yes

Semi-continuous Constraints

 

Yes

Yes

All-different Constraints

 

Yes

Yes

Second Order Cone Constraints

 
 

Yes

Chance Constraints (VaR, CVaR, USet)

 
 

Yes

 
 
 
 

Global Optimization:

 
 
 

Non-Smooth Problems (Evolutionary)

 

Yes

Yes

Nonlinear Problems (Multistart)

 

Yes

Yes

Nonlinear Problems (Interval Global)

 
 

Yes

Solver Engines (Several Approaches)

 
 

Yes

 
 
 
 

Constraint Programming and Conic Optimization:

 
 
 

Built-In Engines (alldifferent constraints)

 

Yes

Yes

Built-In Engines (second order cone constraints)

 
 

Yes

Solver Engines (alldifferent and cone constraints)

 
 

Yes

 
 
 
 

Simulation Optimization:

 
 
 

Built-in chance constraints and risk measure objectives

 
 

Yes

Solver Engines for Simulation Optimization

 
 

Yes

 
 
 
 

Advanced Stochastic Optimization:

 
 
 

Solve stochastic programming deterministic equivalent model

 
 

Yes 

Solve robust counterpart model for stochastic LP problems

 
 

Yes 

Automatically adjust chance constraints in robust optimization

 
 

Yes 

 
 
 
 

Solver Reports:

 
 
 

Simulation Report

Yes

Yes

Yes

Answer Report

Yes

Yes

Yes

Sensitivity Report

 

Yes

Yes

Limits Report

 

Yes

Yes

Linearity Report

 

Yes

Yes

Feasibility Report

 

Yes

Yes

Population Report

 

Yes

Yes

Report Outlining

 

Yes

Yes

Block Selection and Comments

 

Yes

Yes

Solutions Report

 
 

Yes

Scaling Report

 
 

Yes

Structure/Convexity Report

 
 

Yes

Transformation Report

 
 

Yes

Uncertainty Report

 
 

Yes

Solver Engine Custom Reports

 
 

Yes

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New Version

Frontline Solvers V11.5 is now available for Windows.

Our Excel Solvers and several plug-in Solver Engines have been updated. This is a FREE update for users current on Annual Support.

Learn more about Version 11.5 of our Frontline Solvers


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