Optimization›Service

Linear Optimization (Simplex)

Solve linear programming problems using the Simplex method with binding constraint and sensitivity analysis

ComplexityAdvanced
Est. Time⏱ 5-15 minutes
DomainQuantitative & Computational

What You'll Provide

Complex analysis requiring detailed input and domain expertise
3 required fields2 optional
📝ConstraintsRequired

Constraints, one per line. Format: "2,3,1 <= 100" (coefficients relation rhs)

Type: string
📝Description

Problem description in plain language

Type: string
📝Objective TypeRequired

Optimization direction

Type: select — Options: maximize, minimize
📝Variable Names

Variable names (comma-separated, e.g., "x1, x2, x3")

Type: string
📝Objective CoefficientsRequired

Objective function coefficients (comma-separated, e.g., "5, 4, 3")

Type: string
📎 You can also upload data files (CSV, XLSX, JSON, TXT — max 10 MB)

Ready to Begin?

Create a new project to use this service. You'll fill in the intake form, then run the AI-powered analysis.

How It Works

1

Fill Intake Form

Provide your project parameters and upload any data files

2

Submit for Analysis

Your intake is validated against the service schema

3

AI-Powered Analysis

Domain-specific agent processes your data with expert methods

4

Review Results

Get findings, recommendations, metrics, and exportable artifacts

Service IDlinear-optimization
DomainOptimization
ComplexityAdvanced
Est. Time5-15 minutes
Intake Fields5 (3 required)