genopt.algorithm
Class PSOIW

java.lang.Object
  genopt.algorithm.Optimizer
      genopt.algorithm.util.pso.ModelPSO
          genopt.algorithm.PSOIW

public class PSOIW
extends ModelPSO

Class for minimizing a function the particle swarm optimization algorithm with inertia weight for the particle location update equation.

This project was carried out at:

• Lawrence Berkeley National Laboratory (LBNL), Simulation Research Group,

and supported by

• the U.S. Department of Energy (DOE),
• the Swiss Academy of Engineering Sciences (SATW),
• the Swiss National Energy Fund (NEFF), and
• the Swiss National Science Foundation (SNSF)

GenOpt Copyright (c) 1998-2011, The Regents of the University of California, through Lawrence Berkeley National Laboratory (subject to receipt of any required approvals from the U.S. Dept. of Energy). All rights reserved.

Version:

GenOpt(R) 3.1.0 (December 8, 2011)

Author:

Michael Wetter

Field Summary

private double	FinIne Final inertia
private double	IniIne Initial inertia

Fields inherited from class genopt.algorithm.util.pso.ModelPSO

CogAcc, CurPop, dimCon, dimDis, dimF, GloBes, IGen, LenBitStr, LocBes, MaxVelDis, NumGen, NumPar, RanGen, SocAcc, VelCon, VelDis, VelMaxCon

Fields inherited from class genopt.algorithm.Optimizer

done, EXCLUDING, FS, INCLUDING, LS, MAINITERATION, ORIGINAL, SUBITERATION, TRANSFORMED

Constructor Summary

PSOIW(GenOpt genOptData)
Constructor

Method Summary

protected void

updateVelocity() Updates the particle velocity

Methods inherited from class genopt.algorithm.util.pso.ModelPSO

clampVelocity, run

Methods inherited from class genopt.algorithm.Optimizer

algorithmRequiresUsageOfStepNumber, appendToOutputListing, checkMaxIteration, checkObjectiveFunctionValue, ensureOnlyContinuousParameters, ensureOnlyDiscreteParameters, getAbsAccuracyFunction, getDimensionContinuous, getDimensionDiscrete, getDimensionF, getDimensionX, getDiscreteValueDouble0, getDx, getDx0, getF, getF, getIndex0, getIndex0, getInputValueBoolean, getInputValueDouble, getInputValueDouble, getInputValueInteger, getInputValueInteger, getInputValueString, getInputValueString, getKindOfConstraint, getL, getLengthDiscrete, getMainIterationNumber, getMaximumThreadPoolSize, getMaxIterationNumber, getMinimumPoint, getMode, getObjectiveFunctionName, getOutputPath, getPointerToEqualPoints, getRelAccuracyFunction, getSimulationNumber, getStepNumber, getU, getVariableNameContinuous, getVariableNameDiscrete, getX0, getX0, goToEndOfCommandFile, increaseStepNumber, increaseStepNumber, isFeasible, isNextToken, maxIterationReached, mustStopOptimization, print, println, replace, report, reportCurrentLowestPoint, reportMinimum, resetStepNumber, roundCoordinates, run, setInfo, setMode, setNumberOfMatchingResults, setToFeasibleCoordinate, setToFeasibleCoordinate, setWarning, simulate, throwInputError, useStepNumber, writeStepNumber

Methods inherited from class java.lang.Object

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

Field Detail

IniIne

private double IniIne

Initial inertia

FinIne

private double FinIne

Final inertia

Constructor Detail

PSOIW

public PSOIW(GenOpt genOptData)
      throws OptimizerException,
             java.io.IOException,
             java.lang.Exception,
             InputFormatException

Constructor

Parameters:

genOptData - a reference to the GenOpt object.
Note: the object is used as a reference. Hence, the data of GenOpt are modified by this Class.

Throws:

OptimizerException - if an OptimizerException occurs or if the user required to stop GenOpt

SimulationInputException - if an error in writing the simulation input file occurs

java.lang.NoSuchMethodException - if a method that should be invoked could not be found

java.lang.IllegalAccessException - if an invoked method enforces Java language access control and the underlying method is inaccessible

InvocationTargetException - if an invoked method throws an exception

java.lang.Exception - if an I/O error in the simulation input file occurs

java.io.IOException

InputFormatException

Method Detail

updateVelocity

protected void updateVelocity()

Updates the particle velocity

Specified by:

updateVelocity in class ModelPSO