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JobShopLib documentation
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JobShopLib documentation
  • Install
  • Tutorial
    • Getting Started with Job Shop Lib
    • How Solutions are Represented
    • Solving the Problem
    • Tutorial 03 - Generating New Problems (Random Instance Generation)
    • Simulated Annealing for the Job Shop Scheduling Problem
  • Examples
    • Dispatching Rules
    • Disjunctive Graph representation
    • Load Benchmark Instances
    • Gannt Chart Creation: How to Save GIFs and Videos
    • The Resource-Task Graph representation
    • Feature Observers
    • RL Graph Environment: Learning from one instance
    • RL Graph Environment: Learning from many instances
    • Comparing Performance: Dispatcher Method vs. Observer Method for Unscheduled Operations
    • Understanding Ready Operations Filters
    • Disjunctive Graph Updater
  • API
    • job_shop_lib
      • job_shop_lib.benchmarking
      • job_shop_lib.constraint_programming
      • job_shop_lib.dispatching
        • job_shop_lib.dispatching.feature_observers
        • job_shop_lib.dispatching.rules
      • job_shop_lib.exceptions
      • job_shop_lib.generation
      • job_shop_lib.graphs
        • job_shop_lib.graphs.graph_updaters
      • job_shop_lib.metaheuristics
      • job_shop_lib.reinforcement_learning
      • job_shop_lib.visualization
        • job_shop_lib.visualization.gantt
        • job_shop_lib.visualization.graphs
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TutorialΒΆ

  • Getting Started with Job Shop Lib
  • How Solutions are Represented
  • Solving the Problem
  • Tutorial 03 - Generating New Problems (Random Instance Generation)
    • Why a Modular Function?
    • Signature (Annotated)
    • Basic Example
    • Custom Naming Strategy
    • Random Sizes (Size Selectors)
    • Adding Release Dates
    • Deadlines & Due Dates
    • Migration Example (Deprecated Class)
    • Finite Sample Extraction
    • Summary
  • Simulated Annealing for the Job Shop Scheduling Problem
    • Core Components
    • Examples
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Getting Started with Job Shop Lib
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