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Fixstars Amplify SDK documentation
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🚀 Get Started

  • What is Amplify SDK?
  • Amplify SDK Features
  • Quickstart

🌱 Basic

  • 1. Amplify SDK Overview
  • 2. Creating Decision Variables
  • 3. Polynomials and Objective Functions
  • 4. Constructing Constraints
  • 5. Model Formulation
  • 6. Solver Client
  • 7. Solving a Combinatorial Optimization Problem

🌻 Advanced

  • Model Conversions
    • Variable Conversion and Degree Reduction
    • Constraints and Penalty Functions
    • Graph Embedding
  • Evaluation of Execution Results
  • Execution Time information
  • Client details
    • Fixstars Amplify
    • D-Wave Systems
    • TOSHIBA
    • Fujitsu
    • NEC
    • Hitachi
    • Dai Nippon Printing
    • Gurobi
  • Serial Solver Execution
  • Parallel Solver Execution
  • Objective Function with a Coefficient Matrix
  • Speedup Formulation
  • File input/output of the model

🧩 ️Examples

  • Subset Sum Problem
  • Traveling Salesperson Problem
  • Quadratic Assignment Problem

💡 Tips

  • Type Hint Support
  • Proxy Server Settings
  • Formatted Formula View
  • Migrating from Previous Versions
  • Formulation Benchmarks

📖 Reference

  • Changelog
  • API Reference
    • Algebra
      • Poly
      • PolyArray
      • Matrix
      • Variable
      • VariableGenerator
      • sum
      • einsum
      • dot
      • matmul
      • newaxis
      • VariableType
      • Dim
      • Dim0
      • Dim1
      • Dim2
      • Dim3
      • Dim4
    • Constraint
      • Constraint
      • ConstraintList
      • equal_to
      • one_hot
      • less_equal
      • greater_equal
      • clamp
      • domain_wall
      • PenaltyFormulation
    • Model
      • Model
      • IntegerEncodingMethod
      • RealEncodingMethod
      • QuadratizationMethod
    • Graph Embedding
      • Graph
      • embed
      • to_edges
      • EmbeddingMethod
    • Client
      • AmplifyClient
      • FixstarsClient
      • DWaveSamplerClient
      • DWaveClientParameters
      • LeapHybridSamplerClient
      • LeapHybridCQMSamplerClient
      • FujitsuDA4Client
      • FujitsuDA3cClient
      • ToshibaSQBM2Client
      • GurobiClient
      • NECVA2Client
      • DASClient
      • HitachiClient
      • AcceptableDegrees
      • Degree
    • Solve
      • Result
      • Values
      • solve
      • parallel_solve
    • Misc.
      • set_num_threads
      • load_lp
      • save_lp
      • load_qplib
      • save_qplib
      • set_seed
      • __version__
    • Deprecated
      • BinaryPoly
      • IsingPoly
      • BinaryPolyArray
      • IsingPolyArray
      • BinarySymbolGenerator
      • IsingSymbolGenerator
      • IsingSymbolGenerator
      • BinaryMatrix
      • IsingMatrix
      • QuadraticModel
      • BinaryQuadraticModel
      • IsingQuadraticModel
      • Solver
      • SolverResult
      • SolverSolution
      • SymbolGenerator
      • sum_poly
      • decode_solution
      • penalty
      • InequalityFormulation
  • Index
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SymbolGenerator¶

SymbolGenerator(arg=None) → VariableGenerator | BinarySymbolGenerator | IsingSymbolGenerator¶
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sum_poly
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SolverSolution
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  • SymbolGenerator
    • SymbolGenerator()