Package jline.solvers.nn

Class SolverNN

  • All Implemented Interfaces:
    
public class SolverNN
extends NetworkSolver

    Solver for Neural Network-based queueing network analysis.

    SolverNN implements machine learning approaches for analyzing queueing networks using neural network models. This solver provides approximate solutions through data-driven methods, particularly useful for complex networks where analytical solutions are intractable.

    Key NN solver capabilities:

    • Neural network-based performance prediction
    • Machine learning model integration
    • Approximate solutions for complex networks
    • Data-driven analysis methods
    • Support for diverse node types and scheduling strategies
    • Scalable analysis of large-scale systems

    This solver is particularly valuable for networks with complex dependencies, non-standard arrival processes, or configurations that exceed the capabilities of traditional analytical methods.

    Since:

    1.0

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description

    • Enum Constant Summary

      Enum Constants 
      Enum Constant Description

    • Method Summary

      Modifier and Type Method Description
      static FeatureSet getFeatureSet()
      boolean supports(Network model) Checks if this solver supports the given network model.
      static boolean supports(NetworkStruct sn)
      void runAnalyzer() Executes the solver algorithm to analyze the model.
      static SolverOptions defaultOptions()
      NetworkStruct getStruct(boolean initial)
      String getName() Returns the name identifier of this solver.

      • Methods inherited from class jline.solvers.NetworkSolver

        avg, avg, avg, avgArvR, avgArvRChain, avgArvRHandles, avgChain, avgChainTable, avgChainTable, avgChainTable, avgChainTable, avgChainTable, avgChainTable, avgHandles, avgNode, avgNodeArvRChain, avgNodeChain, avgNodeChainTable, avgNodeChainTable, avgNodeChainTable, avgNodeChainTable, avgNodeChainTable, avgNodeChainTable, avgNodeQLenChain, avgNodeResidTChain, avgNodeRespTChain, avgNodeTable, avgNodeTable, avgNodeTable, avgNodeTable, avgNodeTable, avgNodeTable, avgNodeTputChain, avgNodeUtilChain, avgQLen, avgQLenChain, avgQLenHandles, avgResidT, avgResidTChain, avgResidTHandles, avgRespT, avgRespTChain, avgRespTHandles, avgSys, avgSysRespT, avgSysTable, avgSysTable, avgSysTable, avgSysTput, avgTable, avgTable, avgTable, avgTable, avgTable, avgTable, avgTput, avgTputChain, avgTputHandles, avgUtil, avgUtilChain, avgUtilHandles, avgWaitT, cdfPassT, cdfPassT, cdfRespT, cdfRespT, getAllSolvers, getAvg, getAvg, getAvg, getAvgArvR, getAvgArvRChain, getAvgArvRHandles, getAvgChain, getAvgChainTable, getAvgChainTable, getAvgChainTable, getAvgChainTable, getAvgChainTable, getAvgChainTable, getAvgHandles, getAvgNode, getAvgNodeArvRChain, getAvgNodeChain, getAvgNodeChainTable, getAvgNodeChainTable, getAvgNodeChainTable, getAvgNodeChainTable, getAvgNodeChainTable, getAvgNodeChainTable, getAvgNodeQLenChain, getAvgNodeResidTChain, getAvgNodeRespTChain, getAvgNodeTable, getAvgNodeTable, getAvgNodeTable, getAvgNodeTable, getAvgNodeTable, getAvgNodeTable, getAvgNodeTputChain, getAvgNodeUtilChain, getAvgQLen, getAvgQLenChain, getAvgQLenHandles, getAvgResidT, getAvgResidTChain, getAvgResidTHandles, getAvgRespT, getAvgRespTChain, getAvgRespTHandles, getAvgSys, getAvgSys, getAvgSys, getAvgSysRespT, getAvgSysTable, getAvgSysTable, getAvgSysTable, getAvgSysTput, getAvgTable, getAvgTable, getAvgTable, getAvgTable, getAvgTable, getAvgTable, getAvgTput, getAvgTputChain, getAvgTputHandles, getAvgUtil, getAvgUtilChain, getAvgUtilHandles, getAvgWaitT, getCdfPassT, getCdfPassT, getCdfRespT, getCdfRespT, getModel, getProb, getProb, getProbAggr, getProbAggr, getProbMarg, getProbMarg, getProbNormConstAggr, getProbSys, getProbSysAggr, getStageTable, getStageTable, getTranAvg, getTranCdfPassT, getTranCdfPassT, getTranCdfRespT, getTranCdfRespT, getTranHandles, hasAvgResults, hasDistribResults, hasTranResults, initHandles, model, print, prob, prob, probAggr, probAggr, probMarg, probMarg, probNormConstAggr, probSys, probSysAggr, runAnalyzerChecks, sample, sampleAggr, sampleSys, sampleSysAggr, setAvgHandles, setAvgResults, setDistribResults, setLang, setModel, setTranAvgResults, setTranHandles, setTranProb, stageTable, tranAvg, tranCdfPassT, tranCdfPassT, tranCdfRespT, tranCdfRespT, tranHandles

      • Methods inherited from class jline.solvers.Solver

        getOptions, getResults, hasResults, isJavaAvailable, isValidOption, listValidOptions, parseOptions, parseOptions, reset, resetRandomGeneratorSeed, setChecks, setOptions

      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Method Detail

      • supports

         boolean supports(Network model)

        Checks if this solver supports the given network model. Default implementation returns true; subclasses should override to provide specific feature validation.

        Parameters:
        model - the network model to check
        Returns:

        true if the model is supported, false otherwise

      • runAnalyzer

         void runAnalyzer()

        Executes the solver algorithm to analyze the model. This abstract method must be implemented by concrete solver classes.

      • getName

         String getName()

        Returns the name identifier of this solver.

        Returns:

        the solver name