optimize_production_plan_tool

Optimize multi-period production plans to maximize profit, minimize costs, or reduce time. Adjust resources, demand, and inventory constraints for efficient planning across periods.

Instructions

Optimize multi-period production planning to maximize profit or minimize costs.

    Args:
        products: List of product dictionaries with costs and resource requirements
        resources: List of resource dictionaries with capacity constraints
        periods: Number of planning periods
        demand: List of demand requirements per product per period
        objective: Optimization objective ("maximize_profit", "minimize_cost", "minimize_time")
        inventory_costs: Optional inventory holding costs per product
        setup_costs: Optional setup costs per product
        solver_name: Solver to use ("CBC", "GLPK", "GUROBI", "CPLEX")
        time_limit_seconds: Maximum solving time in seconds (default: 30.0)

    Returns:
        Optimization result with optimal production plan
    

Input Schema

Name	Required	Default
`demand`	Yes
`inventory_costs`	No
`objective`	No	maximize_profit
`periods`	Yes
`products`	Yes
`resources`	Yes
`setup_costs`	No
`solver_name`	No	CBC
`time_limit_seconds`	No

Input Schema (JSON Schema)

{
  "properties": {
    "demand": {
      "items": {
        "additionalProperties": true,
        "type": "object"
      },
      "title": "Demand",
      "type": "array"
    },
    "inventory_costs": {
      "anyOf": [
        {
          "additionalProperties": {
            "type": "number"
          },
          "type": "object"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Inventory Costs"
    },
    "objective": {
      "default": "maximize_profit",
      "title": "Objective",
      "type": "string"
    },
    "periods": {
      "title": "Periods",
      "type": "integer"
    },
    "products": {
      "items": {
        "additionalProperties": true,
        "type": "object"
      },
      "title": "Products",
      "type": "array"
    },
    "resources": {
      "items": {
        "additionalProperties": true,
        "type": "object"
      },
      "title": "Resources",
      "type": "array"
    },
    "setup_costs": {
      "anyOf": [
        {
          "additionalProperties": {
            "type": "number"
          },
          "type": "object"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Setup Costs"
    },
    "solver_name": {
      "default": "CBC",
      "title": "Solver Name",
      "type": "string"
    },
    "time_limit_seconds": {
      "default": 30,
      "title": "Time Limit Seconds",
      "type": "number"
    }
  },
  "required": [
    "products",
    "resources",
    "periods",
    "demand"
  ],
  "type": "object"
}

mcp-optimizer

optimize_production_plan_tool

Instructions

Input Schema

Input Schema (JSON Schema)

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