OAL/algorithms.yaml at main · OpenOptimizationOrg/OAL · GitHub

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alg_nies:
  can_evaluate_objectives_independently: null
  code_examples: null
  constraint_types:
  - description: null
    equality: null
    hard: null
    supports: null
    type: box
  description: A natural-gradient based evolutionary algorithm for integer-space
    optimization
  dynamics: null
  fidelity_levels: null
  implementations:
  - impl_integeres
  long_name: Natural Integer Evolutionary Strategies
  modality_types:
  - description: null
    supports: default
    type: unimodal
  name: NIES
  noise: null
  number_variables:
    max: 5000
    min: 1
  objectives: 1
  partial_evaluation: null
  recommended_budget:
    max: 10000000000
    min: 100
  references: null
  source: null
  tags:
  - Evolutionary
  - Gradient-free
  - Anytime
  type: algorithm
  variable_types:
  - description: null
    supports: default
    type: integer
impl_integeres:
  description: A Python implementation of NIES
  language: python
  links:
  - type: source code
    url: https://github.com/jacobdenobel/integer-es
  name: impl_integeres
  requirements: null
  type: implementation