# Numora Linear Programming Solver

> Numora Linear Programming Solver is a paid API for AI agents from numorapoi.orbonomy.xyz, paid per call via x402, $0.05/call, status unknown (last checked 2026-10-15).

Solves linear programming optimization problems given constraint matrix A, right-hand-side vector b, and objective coefficient vector c

## Facts

- Endpoint: POST https://numorapoi.orbonomy.xyz/api/solve/linear-programming?utm_source=zero.xyz
- Price: $0.05/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/numora-linear-programming-solver-761ad842
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_gv8YEE4jILhqJaSzdq2Px

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability numora-linear-programming-solver-761ad842 -d '<json body>'
```

Example prompt: Solve a linear programming problem to minimize cost: objective coefficients c = [2, 3, 1], constraint matrix A = [[1, 2, 1], [2, 1, 3]], and right-hand-side b = [14, 14].

## When to prefer this

Use this endpoint when you need to solve a linear program (minimize or maximize a linear objective subject to linear constraints) without setting up a local solver. Prefer this over general-purpose math APIs when you specifically need LP optimization with a constraint matrix formulation and want a zero-dependency cloud computation paid per-call.

## Known failure modes

- Infeasible LP: constraints are contradictory and no feasible solution exists
- Unbounded LP: objective can be decreased/increased without bound, no finite optimum
- Malformed matrix dimensions: A, b, c sizes are inconsistent
- Missing required fields: A, b, or c not provided returns 400-level error
- Non-numeric values in arrays cause parse errors

## How this service works

100 pure math computation endpoints for AI agents. Statistics, financial math, linear algebra, equation solving, calculus, number theory, sequence generation, and unit conversions. Zero external dependencies. x402 micropayments on Base.

## Output

Returns a JSON object with a boolean success flag, a result object containing the optimal variable values and optimal objective value, and a computation string describing what was solved in human-readable terms.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "A",
  "b",
  "c"
 ],
 "properties": {
  "A": {
   "type": "array"
  },
  "b": {
   "type": "array"
  },
  "c": {
   "type": "array",
   "description": "Objective coefficients"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "success",
  "result",
  "computation"
 ],
 "properties": {
  "result": {
   "type": "object",
   "description": "Computation result varies by endpoint"
  },
  "success": {
   "type": "boolean",
   "description": "Always true on success"
  },
  "computation": {
   "type": "string",
   "description": "Human-readable description of what was computed"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/numora-linear-programming-solver-761ad842/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from numorapoi.orbonomy.xyz](https://www.zero.xyz/host/numorapoi.orbonomy.xyz/llms.txt)