Motor de Decisión Inteligente API

Optimizar decisiones mapeando elementos a restricciones, equilibrando costos y resultados de manera eficiente para la gestión de presupuestos y recursos.

Acerca de la API:  

La API del Motor de Decisión Inteligente permite a las empresas abordar problemas complejos de asignación y optimización al evaluar elementos según requisitos específicos y restricciones personalizadas. Ideal para maximizar beneficios y minimizar costos, esta API integra funciones avanzadas como ponderación de criterios, penalizaciones por violaciones de restricciones y ajustes dinámicos basados en parámetros personalizados. Con aplicaciones en industrias como logística, finanzas, comercio electrónico y más, esta herramienta ofrece soluciones robustas que se adaptan a diferentes flujos de trabajo. Simplifique decisiones críticas, ahorre tiempo y recursos, y permita que los desarrolladores se concentren en innovar y resolver problemas estratégicos.

Documentación de la API

Endpoints


Envíe una solicitud POST con elementos y asignaciones en el cuerpo. Reciba soluciones óptimas basadas en restricciones personalizadas, con explicaciones detalladas de las puntuaciones.



                                                                            
POST https://zylalabs.com/api/5745/smart+decision+engine+api/7475/optimize+allocation
                                                                            
                                                                        

Optimizar la asignación. - Características del Endpoint

Objeto Descripción
Cuerpo de la Solicitud [Requerido] Json
Probar Endpoint

RESPUESTA DE EJEMPLO DE LA API

       
                                                                                                        
                                                                                                                                                                                                                            [{"itemAssignments":[{"id":"1","requirements":[{"type":"item.color","scoringLogic":{"method":"Penalize","comparisonLogic":"NotEqual","weight":10,"constraintHardness":"hard","weightRelativePercentage":1.0},"values":["Blue"],"valueType":"string","penalty":10,"penaltyPercentage":0.5}],"budget":{"amount":100.0,"weight":10},"item":{"id":"2","name":"Name 2","descriptors":[{"type":"item.color","value":"Blue"},{"type":"item.capability.Plays Diablo Immortal","value":"true"},{"type":"item.weight","value":"675"},{"type":"item.storage.capacity","value":"128"}],"cost":100.0,"scoreExplanation":{"overallHardScore":0,"overallSoftScore":0,"overallScorePercentage":1.0,"overallScorePercentageWithRewards":1.0,"requirementsScorePercentage":1.0,"budgetScorePercentage":1.0,"brokenRequirements":[],"exceededRequirements":[],"metRequirements":[]}},"requirementsTotalWeight":10,"rejectedSoftRequirements":[]}],"items":[{"id":"2","name":"Name 2","descriptors":[{"type":"item.color","value":"Blue"},{"type":"item.capability.Plays Diablo Immortal","value":"true"},{"type":"item.weight","value":"675"},{"type":"item.storage.capacity","value":"128"}],"cost":100.0,"scoreExplanation":{"overallHardScore":0,"overallSoftScore":0,"overallScorePercentage":1.0,"overallScorePercentageWithRewards":1.0,"requirementsScorePercentage":1.0,"budgetScorePercentage":1.0,"brokenRequirements":[],"exceededRequirements":[],"metRequirements":[]}},{"id":"4","name":"Name 4","descriptors":[{"type":"item.color","value":"Red"},{"type":"item.capability.PLays Minecraft","value":"true"},{"type":"item.weight","value":"850"},{"type":"item.storage.capacity","value":"256"}],"cost":100.0,"scoreExplanation":{"overallHardScore":-10,"overallSoftScore":0,"overallScorePercentage":0.5,"overallScorePercentageWithRewards":0.5,"requirementsScorePercentage":0.0,"budgetScorePercentage":1.0,"brokenRequirements":[{"type":"item.color","scoringLogic":{"method":"Penalize","comparisonLogic":"NotEqual","weight":10,"constraintHardness":"hard","weightRelativePercentage":1.0},"values":["Blue"],"valueType":"string","penalty":10,"penaltyPercentage":0.5}],"exceededRequirements":[],"metRequirements":[]}},{"id":"1","name":"Name 1","descriptors":[{"type":"item.color","value":"Red"},{"type":"item.capability.Plays Roblox","value":"true"},{"type":"item.weight","value":"450"},{"type":"item.storage.capacity","value":"256"}],"cost":200.0,"scoreExplanation":{"overallHardScore":-20,"overallSoftScore":0,"overallScorePercentage":0.0,"overallScorePercentageWithRewards":0.0,"requirementsScorePercentage":0.0,"budgetScorePercentage":0.0,"brokenRequirements":[{"type":"item.color","scoringLogic":{"method":"Penalize","comparisonLogic":"NotEqual","weight":10,"constraintHardness":"hard","weightRelativePercentage":1.0},"values":["Blue"],"valueType":"string","penalty":10,"penaltyPercentage":0.5},{"type":"purchase.budget.amount","scoringLogic":{"method":"Penalize","comparisonLogic":"GreaterThan","weight":10,"constraintHardness":"hard"},"values":["100.0"],"penalty":10,"penaltyPercentage":0.5}],"exceededRequirements":[],"metRequirements":[]}},{"id":"3","name":"Name 3","descriptors":[{"type":"item.color","value":"Red"},{"type":"item.capability.Plays Roblox","value":"true"},{"type":"item.weight","value":"420"},{"type":"item.storage.capacity","value":"128"}],"cost":200.0,"scoreExplanation":{"overallHardScore":-20,"overallSoftScore":0,"overallScorePercentage":0.0,"overallScorePercentageWithRewards":0.0,"requirementsScorePercentage":0.0,"budgetScorePercentage":0.0,"brokenRequirements":[{"type":"item.color","scoringLogic":{"method":"Penalize","comparisonLogic":"NotEqual","weight":10,"constraintHardness":"hard","weightRelativePercentage":1.0},"values":["Blue"],"valueType":"string","penalty":10,"penaltyPercentage":0.5},{"type":"purchase.budget.amount","scoringLogic":{"method":"Penalize","comparisonLogic":"GreaterThan","weight":10,"constraintHardness":"hard"},"values":["100.0"],"penalty":10,"penaltyPercentage":0.5}],"exceededRequirements":[],"metRequirements":[]}}],"solutionSummary":"Explanation of score (0hard/0soft):\n    Constraint match totals:\n    Indictments:\n"}]
                                                                                                                                                                                                                    
                                                                                                    

Optimize Allocation - CÓDIGOS DE EJEMPLO


curl --location --request POST 'https://zylalabs.com/api/5745/smart+decision+engine+api/7475/optimize+allocation' --header 'Authorization: Bearer YOUR_API_KEY' 

--data-raw '{
  "itemAssignments": [
    {
      "id": "1",
      "requirements": [
        {
          "type": "item.color",
          "values": [
            "Blue"
          ],
          "valueType": "string",
          "scoringLogic": {
            "comparisonLogic": "NotEqual",
            "method": "Penalize",
            "weight": 10,
            "constraintHardness": "hard"
          }
        }
      ],
      "budget": {
        "amount": 100,
        "weight": 10
      }
    }
  ],
  "items": [
    {
      "id": "1",
      "name": "Name 1",
      "cost": 200,
      "descriptors": [
        {
          "type": "item.color",
          "value": "Red"
        },
        {
          "type": "item.capability.Plays Roblox",
          "value": "true"
        },
        {
          "type": "item.weight",
          "value": "450"
        },
        {
          "type": "item.storage.capacity",
          "value": "256"
        }
      ]
    },
    {
      "id": "2",
      "name": "Name 2",
      "cost": 100,
      "descriptors": [
        {
          "type": "item.color",
          "value": "Blue"
        },
        {
          "type": "item.capability.Plays Diablo Immortal",
          "value": "true"
        },
        {
          "type": "item.weight",
          "value": "675"
        },
        {
          "type": "item.storage.capacity",
          "value": "128"
        }
      ]
    },
    {
      "id": "3",
      "name": "Name 3",
      "cost": 200,
      "descriptors": [
        {
          "type": "item.color",
          "value": "Red"
        },
        {
          "type": "item.capability.Plays Roblox",
          "value": "true"
        },
        {
          "type": "item.weight",
          "value": "420"
        },
        {
          "type": "item.storage.capacity",
          "value": "128"
        }
      ]
    },
    {
      "id": "4",
      "name": "Name 4",
      "cost": 100,
      "descriptors": [
        {
          "type": "item.color",
          "value": "Red"
        },
        {
          "type": "item.capability.PLays Minecraft",
          "value": "true"
        },
        {
          "type": "item.weight",
          "value": "850"
        },
        {
          "type": "item.storage.capacity",
          "value": "256"
        }
      ]
    }
  ]
}'

    

Clave de Acceso a la API y Autenticación

Después de registrarte, a cada desarrollador se le asigna una clave de acceso a la API personal, una combinación única de letras y dígitos proporcionada para acceder a nuestro endpoint de la API. Para autenticarte con el Motor de Decisión Inteligente API simplemente incluye tu token de portador en el encabezado de Autorización.
Encabezados
Encabezado Descripción
Autorización [Requerido] Debería ser Bearer access_key. Consulta "Tu Clave de Acceso a la API" arriba cuando estés suscrito.

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Motor de Decisión Inteligente API FAQs

La API del Motor de Decisiones Inteligentes está diseñada para optimizar decisiones al mapear elementos a restricciones, equilibrando costos y resultados de manera eficiente para la gestión del presupuesto y los recursos.

La API evalúa elementos en función de requisitos específicos y restricciones personalizadas, lo que permite a las empresas abordar problemas complejos de asignación y optimización de manera efectiva.

La API es aplicable en diversas industrias, incluyendo logística, finanzas y comercio electrónico, proporcionando soluciones robustas que se adaptan a diferentes flujos de trabajo.

La API incluye funcionalidades avanzadas como el ponderado de criterios, penalizaciones por violaciones de restricciones y ajustes dinámicos basados en parámetros personalizados.

Al simplificar decisiones críticas y permitir que los desarrolladores se concentren en la innovación y la solución estratégica de problemas, la API ayuda a las organizaciones a ahorrar tiempo y recursos en sus procesos de toma de decisiones.

El endpoint de Optimización de Asignación devuelve un arreglo JSON que contiene asignaciones óptimas de artículos, incluyendo detalles sobre requisitos, presupuesto y explicaciones de puntuación para cada artículo. Estos datos ayudan a los usuarios a comprender cómo se tomaron las decisiones basadas en sus limitaciones.

Los campos clave en la respuesta incluyen `itemAssignments`, que detallan los elementos asignados y sus requisitos, `budget`, que muestra la cantidad asignada, y `scoreExplanation`, que proporciona información sobre las métricas de puntuación utilizadas para la optimización.

Los datos de respuesta están estructurados como un objeto JSON con dos arreglos principales: `itemAssignments` para los elementos asignados y `items` para los detalles de cada elemento. Cada asignación incluye requisitos, información presupuestaria y métricas de puntuación.

Los usuarios pueden personalizar sus solicitudes incluyendo parámetros como `elements`, que especifican los elementos a optimizar, y `assignments`, que definen cómo deben ser asignados estos elementos según las restricciones definidas por el usuario.

Los usuarios pueden analizar la `scoreExplanation` para entender la efectividad de sus asignaciones, identificar cualquier penalización por requisitos no cumplidos y ajustar sus parámetros de entrada para mejorar los resultados de optimización futuros.

Los casos de uso típicos incluyen la optimización de la asignación de recursos en logística, la gestión de presupuestos en finanzas y la mejora de decisiones de inventario en comercio electrónico, permitiendo a las empresas maximizar la eficiencia y minimizar costos.

La precisión de los datos se mantiene a través de una rigurosa validación de los parámetros de entrada y las restricciones, asegurando que el proceso de optimización refleje escenarios realistas y cumpla con los requisitos especificados.

Los usuarios pueden esperar patrones como múltiples `itemAssignments` para varios elementos, cada uno con requisitos y penalizaciones asociadas. Las métricas de puntuación típicamente reflejarán un equilibrio entre la adherencia al presupuesto y el cumplimiento de los requisitos.

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