{
  "holdings": [
    {
      "id": "f84cf72d-e462-53eb-9f73-3dd9e4342300",
      "hrid": "ah13036942_1",
      "notes": [

      ],
      "_version": 1,
      "metadata": {
        "createdDate": "2023-08-21T19:22:51.037Z",
        "updatedDate": "2023-08-21T19:22:51.037Z",
        "createdByUserId": "58d0aaf6-dcda-4d5e-92da-012e6b7dd766",
        "updatedByUserId": "58d0aaf6-dcda-4d5e-92da-012e6b7dd766"
      },
      "sourceId": "f32d531e-df79-46b3-8932-cdd35f7a2264",
      "boundWith": null,
      "formerIds": [

      ],
      "illPolicy": null,
      "instanceId": "43e2e52b-0a61-5361-975f-bf7757a0a87c",
      "holdingsType": {
        "id": "996f93e2-5b5e-4cf2-9168-33ced1f95eed",
        "name": "Electronic",
        "source": "folio"
      },
      "holdingsItems": [

      ],
      "callNumberType": null,
      "holdingsTypeId": "996f93e2-5b5e-4cf2-9168-33ced1f95eed",
      "electronicAccess": [

      ],
      "bareHoldingsItems": [

      ],
      "holdingsStatements": [

      ],
      "statisticalCodeIds": [

      ],
      "administrativeNotes": [

      ],
      "effectiveLocationId": "b0a1a8c3-cc9a-487c-a2ed-308fc3a49a91",
      "permanentLocationId": "b0a1a8c3-cc9a-487c-a2ed-308fc3a49a91",
      "suppressFromDiscovery": false,
      "holdingsStatementsForIndexes": [

      ],
      "holdingsStatementsForSupplements": [

      ],
      "location": {
        "effectiveLocation": {
          "id": "b0a1a8c3-cc9a-487c-a2ed-308fc3a49a91",
          "code": "SUL-ELECTRONIC",
          "name": "online resource",
          "campus": {
            "id": "c365047a-51f2-45ce-8601-e421ca3615c5",
            "code": "SUL",
            "name": "Stanford Libraries"
          },
          "details": {
          },
          "library": {
            "id": "c1a86906-ced0-46cb-8f5b-8cef542bdd00",
            "code": "SUL",
            "name": "SUL"
          },
          "isActive": true,
          "institution": {
            "id": "8d433cdd-4e8f-4dc1-aa24-8a4ddb7dc929",
            "code": "SU",
            "name": "Stanford University"
          }
        },
        "permanentLocation": {
          "id": "b0a1a8c3-cc9a-487c-a2ed-308fc3a49a91",
          "code": "SUL-ELECTRONIC",
          "name": "online resource",
          "campus": {
            "id": "c365047a-51f2-45ce-8601-e421ca3615c5",
            "code": "SUL",
            "name": "Stanford Libraries"
          },
          "details": {
          },
          "library": {
            "id": "c1a86906-ced0-46cb-8f5b-8cef542bdd00",
            "code": "SUL",
            "name": "SUL"
          },
          "isActive": true,
          "institution": {
            "id": "8d433cdd-4e8f-4dc1-aa24-8a4ddb7dc929",
            "code": "SU",
            "name": "Stanford University"
          }
        }
      }
    }
  ],
  "items": [

  ]
}

{
  "pieces": [
    null
  ],
  "instance": {
    "id": "43e2e52b-0a61-5361-975f-bf7757a0a87c",
    "hrid": "a13036942",
    "notes": [
      {
        "note": "Includes bibliographical references and index",
        "staffOnly": false,
        "instanceNoteTypeId": "86b6e817-e1bc-42fb-bab0-70e7547de6c1"
      },
      {
        "note": "Description based on print version record",
        "staffOnly": false,
        "instanceNoteTypeId": "66ea8f28-d5da-426a-a7c9-739a5d676347"
      },
      {
        "note": "English",
        "staffOnly": false,
        "instanceNoteTypeId": "7356cde5-ec6b-4961-9cb0-961c48a37af4"
      },
      {
        "note": "PREFACE ; APPLICATION OF ARTIFICIAL INTELLIGENCE IN THE UPSTREAM OIL AND GAS INDUSTRY ; ABSTRACT ; 1. NEURAL NETWORKS AND THEIR BACKGROUND ; 1.1. A Short History of Neural Networks ; 1.2. Structure of a Neural Network ; 1.3. Mechanics of Neural Networks Operation ; 2. EVOLUTIONARY COMPUTING ; 2.1. Genetic Algorithms ; 2.2. Mechanism of a Genetic Algorithm ; 3. FUZZY LOGIC ; 3.1. Fuzzy Set Theory ; 3.2. Approximate Reasoning ; 3.3. Fuzzy Inference ; 4. APPLICATIONS IN THE OIL AND GAS INDUSTRY ; 4.1. Neural Networks Applications",
        "staffOnly": false,
        "instanceNoteTypeId": "5ba8e385-0e27-462e-a571-ffa1fa34ea54"
      },
      {
        "note": "4.1.1. Reservoir Characterization 4.1.2. Virtual Magnetic Resonance Imaging Logs ; 4.2. Genetic Algorithms Applications ; 4.3. Fuzzy Logic Applications ; 4.3.1. Results ; REFERENCES ; AN ARTIFICIAL INTELLIGENCE APPROACH FOR MODELING AND OPTIMIZATION OF THE EFFECT OF LASER MARKING PARAMETERS ON GLOSS OF THE LASER MARKED GOLD ; ABSTRACT ; 1. INTRODUCTION ; 2. ANFIS, ANNS, GA AND PSO ; 2.1. Adaptive Neuro-Fuzzy Inference System ; 2.1.1. Anfis Architecture ; 2.1.2. ANFIS Learning Algorithm ; 2.2. Artificial Neural Networks ; 2.2.1. Network Types ; 2.2.2. Training Algorithm",
        "staffOnly": false,
        "instanceNoteTypeId": "5ba8e385-0e27-462e-a571-ffa1fa34ea54"
      },
      {
        "note": "2.3. Genetic Algorithm (a) Population Initialization ; (b) Operators ; (c) Chromosome Evaluation ; 2.4. Particle Swarm Optimization ; 3. INPUT/OUTPUT VARIABLES ; 4. ANFIS AND ANNSIMPLEMENTATION ; 4.1. Model Building Methodology ; 4.2. ANFIS Modeling ; 4.3. ANNs Modeling ; 4.4. Results and Discussion ; 5. GA AND PSO IMPLEMENTATION ; 5.1. Optimization ; 5.2. Optimization Using GA ; 5.3. Optimization Using PSO ; 5.4. Results and Discussion ; 6. METHODOLOGY VALIDATION ; CONCLUSION ; APPENDIX A. COMPARISONOF SOMEOF ANFIS MODELING AND ANN MODELINGRESULTSBEFORE AND AFTERCLEANING THE DATA",
        "staffOnly": false,
        "instanceNoteTypeId": "5ba8e385-0e27-462e-a571-ffa1fa34ea54"
      },
      {
        "note": "3. PROCEDURE FOR DEVELOPMENT OF KNOWLEDGE BASE SYSTEM (KBS) FOR DESIGN OF METAL STAMPING DIE 3.1. Knowledge Acquisition ; Literature Reviews ; Die Design Experts ; Industrial Visits ; Industrial Brochures ; 3.2. Framing of Production Rules ; 3.3. Verification of Production Rules ; 3.4. Sequencing of Production Rules ; 3.5. Identification of Suitable Hardware and a Computer Language ; 3.6. Construction of Knowledge Base ; 3.7. Choice of Search Strategy ; 3.8. Preparation of User Interface ; 4. AN INTELLIGENT SYSTEM FOR DESIGN OF PROGRESSIVE DIE: INTPDIE",
        "staffOnly": false,
        "instanceNoteTypeId": "5ba8e385-0e27-462e-a571-ffa1fa34ea54"
      }
    ],
    "title": "Artificial intelligence : approaches, tools, and applications /  Brent M. Gordon, editor.",
    "series": [
      "Scientific revolutions",
      "Computer science, technology and applications",
      "Scientific revolutions series"
    ],
    "source": "MARC",
    "_version": 1,
    "editions": [

    ],
    "metadata": {
      "createdDate": "2023-08-21T19:19:39.448Z",
      "updatedDate": "2023-08-21T19:19:39.448Z",
      "createdByUserId": "58d0aaf6-dcda-4d5e-92da-012e6b7dd766",
      "updatedByUserId": "58d0aaf6-dcda-4d5e-92da-012e6b7dd766"
    },
    "statusId": "9634a5ab-9228-4703-baf2-4d12ebc77d56",
    "subjects": [
      "Artificial intelligence",
      "COMPUTERS Enterprise Applications Business Intelligence Tools",
      "COMPUTERS Intelligence (AI) & Semantics"
    ],
    "languages": [
      "eng"
    ],
    "indexTitle": "Artificial intelligence : approaches, tools, and applications",
    "identifiers": [
      {
        "value": "2019714168",
        "identifierTypeId": "c858e4f2-2b6b-4385-842b-60732ee14abb"
      },
      {
        "value": "(Sirsi) a13036942",
        "identifierTypeId": "7e591197-f335-4afb-bc6d-a6d76ca3bace"
      },
      {
        "value": "9781620814857 ebook",
        "identifierTypeId": "8261054f-be78-422d-bd51-4ed9f33c3422"
      },
      {
        "value": "1620814854",
        "identifierTypeId": "8261054f-be78-422d-bd51-4ed9f33c3422"
      },
      {
        "value": "9781613240199",
        "identifierTypeId": "fcca2643-406a-482a-b760-7a7f8aec640e"
      },
      {
        "value": "1613240198",
        "identifierTypeId": "fcca2643-406a-482a-b760-7a7f8aec640e"
      },
      {
        "value": "(OCoLC)1162003734",
        "identifierTypeId": "439bfbae-75bc-4f74-9fc7-b2a2d47ce3ef"
      },
      {
        "value": "(OCoLC)781714706",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)961569845",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)962651004",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)988433516",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)992117004",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)1037936898",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)1038555014",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)1045507799",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)1055335855",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)1058095453",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)1066415279",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)1081247534",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(OCoLC)1153486680",
        "identifierTypeId": "fc4e3f2a-887a-46e5-8057-aeeb271a4e56"
      },
      {
        "value": "(Sirsi) ucon1162003734",
        "identifierTypeId": "7e591197-f335-4afb-bc6d-a6d76ca3bace"
      }
    ],
    "publication": [
      {
        "role": "Publication",
        "place": "New York",
        "publisher": "Nova Science Publishers",
        "dateOfPublication": "[2011]"
      }
    ],
    "contributors": [
      {
        "name": "Gordon, Brent M",
        "primary": false,
        "contributorTypeId": "9f0a2cf0-7a9b-45a2-a403-f68d2850d07c",
        "contributorNameTypeId": "2b94c631-fca9-4892-a730-03ee529ffe2a"
      }
    ],
    "catalogedDate": "2019-01-26",
    "staffSuppress": false,
    "instanceTypeId": "6312d172-f0cf-40f6-b27d-9fa8feaf332f",
    "previouslyHeld": false,
    "classifications": [
      {
        "classificationNumber": "Q335.5",
        "classificationTypeId": "ce176ace-a53e-4b4d-aa89-725ed7b2edac"
      },
      {
        "classificationNumber": "006.3",
        "classificationTypeId": "42471af9-7d25-4f3a-bf78-60d29dcf463b"
      }
    ],
    "instanceFormats": [

    ],
    "electronicAccess": [
      {
        "uri": "http://search.ebscohost.com/login.aspx?authtype=ip,sso&custid=s4392798&direct=true&scope=site&db=nlebk&AN=440805",
        "name": "Resource",
        "linkText": "EBSCO Academic Comprehensive Collection",
        "publicNote": "Available to Stanford-affiliated users",
        "relationshipId": "f5d0068e-6272-458e-8a81-b85e7b9a14aa"
      }
    ],
    "holdingsRecords2": [

    ],
    "modeOfIssuanceId": "9d18a02f-5897-4c31-9106-c9abb5c7ae8b",
    "publicationRange": [

    ],
    "statisticalCodes": [

    ],
    "alternativeTitles": [

    ],
    "discoverySuppress": false,
    "instanceFormatIds": [
      "f5e8210f-7640-459b-a71f-552567f92369"
    ],
    "publicationPeriod": {
      "start": 2011
    },
    "statusUpdatedDate": "2023-08-21T19:19:38.059+0000",
    "statisticalCodeIds": [

    ],
    "administrativeNotes": [

    ],
    "physicalDescriptions": [
      "1 online resource."
    ],
    "publicationFrequency": [

    ],
    "suppressFromDiscovery": false,
    "natureOfContentTermIds": [

    ]
  },
  "holdingSummaries": [
    {
      "poLineId": null,
      "orderType": null,
      "orderStatus": null,
      "poLineNumber": null,
      "orderSentDate": null,
      "orderCloseReason": null,
      "polReceiptStatus": null
    }
  ]
}