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OpenAlex: !!python/object/new:pyalex.api.Topic
{
   dictitems:
  "id": "https://openalex.org/T10720",
    cited_by_count: 437727
   "display_name": "Combinatorial Optimization and Complexity Theory",
    created_date: '2024-01-23'
  "description": "This cluster of papers focuses on combinatorial optimization, approximation algorithms, complexity theory, graph algorithms, submodular functions, network flows, matrix multiplication, communication complexity, linear programming, and algorithmic applications.",
    description: This cluster of papers focuses on combinatorial optimization, approximation
  "keywords": [
      algorithms, complexity theory, graph algorithms, submodular functions, network
     "Combinatorial Optimization",
      flows, matrix multiplication, communication complexity, linear programming,
    "Approximation Algorithms",
      and algorithmic applications.
    "Complexity Theory",
     display_name: Combinatorial Optimization and Complexity Theory
     "Graph Algorithms",
     domain:
    "Submodular Functions",
      display_name: Physical Sciences
    "Network Flows",
      id: https://openalex.org/domains/3
    "Matrix Multiplication",
     field:
    "Communication Complexity",
      display_name: Computer Science
    "Linear Programming",
      id: https://openalex.org/fields/17
    "Algorithmic Applications"
     id: https://openalex.org/T10720
  ],
     ids:
  "ids": {
      openalex: https://openalex.org/T10720
    "openalex": "https://openalex.org/T10720",
      wikipedia: https://en.wikipedia.org/wiki/Combinatorial_optimization
     "wikipedia": "https://en.wikipedia.org/wiki/Combinatorial_optimization"
     keywords:
  },
    - Combinatorial Optimization
  "subfield": {
    - Approximation Algorithms
     "id": "https://openalex.org/subfields/1703",
     - Complexity Theory
     "display_name": "Computational Theory and Mathematics"
    - Graph Algorithms
  },
    - Submodular Functions
  "field": {
    - Network Flows
    "id": "https://openalex.org/fields/17",
    - Matrix Multiplication
    "display_name": "Computer Science"
    - Communication Complexity
  },
    - Linear Programming
  "domain": {
    - Algorithmic Applications
    "id": "https://openalex.org/domains/3",
    siblings:
     "display_name": "Physical Sciences"
    - display_name: Adaptive Dynamic Programming for Optimal Control
  },
       id: https://openalex.org/T12794
  "siblings": [
    - display_name: Automata Theory and Formal Languages
     {
       id: https://openalex.org/T11567
      "id": "https://openalex.org/T12794",
    - display_name: Complexity Theory and Emergent Systems
      "display_name": "Adaptive Dynamic Programming for Optimal Control"
       id: https://openalex.org/T12469
    },
    - display_name: Computational Complexity and Algorithmic Information Theory
    {
       id: https://openalex.org/T12002
       "id": "https://openalex.org/T11567",
    - display_name: Computational Contact Mechanics and Variational Inequalities
      "display_name": "Automata Theory and Formal Languages"
       id: https://openalex.org/T12809
    },
    - display_name: Computational Methods in Drug Discovery
    {
       id: https://openalex.org/T10211
       "id": "https://openalex.org/T12469",
    - display_name: Design and Simulation of Quantum-dot Cellular Automata
      "display_name": "Complexity Theory and Emergent Systems"
       id: https://openalex.org/T13182
    },
    - display_name: Floating-Point Arithmetic in Scientific Computation
    {
       id: https://openalex.org/T11697
       "id": "https://openalex.org/T12002",
    - display_name: Formal Methods in Software Verification and Control
      "display_name": "Computational Complexity and Algorithmic Information Theory"
       id: https://openalex.org/T10142
    },
    - display_name: Fuzzy Logic and Residuated Lattices
    {
       id: https://openalex.org/T11727
       "id": "https://openalex.org/T12809",
    - display_name: Graph Labeling and Dimension Problems
      "display_name": "Computational Contact Mechanics and Variational Inequalities"
       id: https://openalex.org/T12541
    },
    - display_name: Graph Theory and Algorithms
    {
       id: https://openalex.org/T10374
       "id": "https://openalex.org/T10211",
    - display_name: Iterative Algorithms for Nonlinear Operators and Optimization
      "display_name": "Computational Methods in Drug Discovery"
       id: https://openalex.org/T10545
    },
    - display_name: Mathematical Information Retrieval and Search
    {
       id: https://openalex.org/T13523
       "id": "https://openalex.org/T13182",
    - display_name: Matrix Algorithms and Iterative Methods
      "display_name": "Design and Simulation of Quantum-dot Cellular Automata"
       id: https://openalex.org/T10792
    },
    - display_name: Modelica Language and Simulation Environment
    {
       id: https://openalex.org/T13286
       "id": "https://openalex.org/T11697",
    - display_name: Modeling and Control of Petri Nets in Systems
      "display_name": "Floating-Point Arithmetic in Scientific Computation"
       id: https://openalex.org/T11125
    },
    - display_name: Multiobjective Optimization in Evolutionary Algorithms
    {
       id: https://openalex.org/T10848
       "id": "https://openalex.org/T10142",
    - display_name: Multiscale Methods for Heterogeneous Systems
      "display_name": "Formal Methods in Software Verification and Control"
       id: https://openalex.org/T12100
    },
    - display_name: Rough Sets Theory and Applications
    {
       id: https://openalex.org/T11063
       "id": "https://openalex.org/T11727",
    - display_name: Symbolic Computing in Algebraic Geometry and Cryptography
      "display_name": "Fuzzy Logic and Residuated Lattices"
       id: https://openalex.org/T11435
    },
    - display_name: Theory and Applications of Cellular Automata
    {
       id: https://openalex.org/T12162
       "id": "https://openalex.org/T12541",
    - display_name: Topological Data Analysis in Science and Engineering
      "display_name": "Graph Labeling and Dimension Problems"
      id: https://openalex.org/T12536
    },
    subfield:
    {
      display_name: Computational Theory and Mathematics
       "id": "https://openalex.org/T10374",
      id: https://openalex.org/subfields/1703
      "display_name": "Graph Theory and Algorithms"
    updated_date: '2024-05-13T05:37:12.472289'
    },
    works_count: 25146
    {
       "id": "https://openalex.org/T10545",
      "display_name": "Iterative Algorithms for Nonlinear Operators and Optimization"
    },
    {
       "id": "https://openalex.org/T13523",
      "display_name": "Mathematical Information Retrieval and Search"
    },
    {
       "id": "https://openalex.org/T10792",
      "display_name": "Matrix Algorithms and Iterative Methods"
    },
    {
       "id": "https://openalex.org/T13286",
      "display_name": "Modelica Language and Simulation Environment"
    },
    {
       "id": "https://openalex.org/T11125",
      "display_name": "Modeling and Control of Petri Nets in Systems"
    },
    {
       "id": "https://openalex.org/T10848",
      "display_name": "Multiobjective Optimization in Evolutionary Algorithms"
    },
    {
       "id": "https://openalex.org/T12100",
      "display_name": "Multiscale Methods for Heterogeneous Systems"
    },
    {
       "id": "https://openalex.org/T11063",
      "display_name": "Rough Sets Theory and Applications"
    },
    {
       "id": "https://openalex.org/T11435",
      "display_name": "Symbolic Computing in Algebraic Geometry and Cryptography"
    },
    {
       "id": "https://openalex.org/T12162",
      "display_name": "Theory and Applications of Cellular Automata"
    },
    {
       "id": "https://openalex.org/T12536",
      "display_name": "Topological Data Analysis in Science and Engineering"
    }
  ],
  "works_count": 25146,
  "cited_by_count": 437727,
  "updated_date": "2024-05-13T05:37:12.472289",
  "created_date": "2024-01-23"
}
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