simulation-optimization

There are 1 repository under simulation-optimization topic.

• parmoo

  parmoo / parmoo

  Python library for parallel multiobjective simulation optimization

  multiobjective-optimizationpython3simulation-optimizationsurrogate-based-optimizationblackbox-optimizationmathematical-softwaremulticriteria-optimizationmultiobjectivenumerical-optimizationsimulation-based-optimizationresponse-surface-methodology
  Language:Python 72

• jdherman / ptreeopt

  Policy tree optimization: Heuristic policy search for control of dynamic systems. Uses genetic programming to develop binary trees relating observed indicator variables to actions, either real-valued or discrete.

  simulation-optimizationgenetic-programmingpolicy-adaptation
  Language:Python 32

• HunterResearch / PyMOSO

  Python Multi-Objective Simulation Optimization: a package for using, implementing, and testing simulation optimization algorithms.

  simulation-optimizationsimulationoptimizationmulti-objectiveintegerinteger-orderedretrospectivemultiobjective
  Language:Python 10

• isislab-unisa / sof

  Simulation Optimization and exploration Framework on the cloud: SOF

  simulation-modelsofjavasimulation-optimizationoptimization-processhadoopmapreduceagent-based-simulation
  Language:Java 9

• Greenwicher / PyPRS

  The python implementation of Partition-based Random Search for stochastic multi-objective optimization via simulation

  random-searchglobal-optimization-algorithmsmulti-objective-optimizationpareto-optimalitysimulation-optimizationpartition-based-random-searchmonte-carlo-tree-searchevolutionary-algorithmartificial-intelligence
  Language:C 8

• niravnb / Zeroth-Order-Stochastic-Optimization

  Code for experiments in paper: Non-Asymptotic Bounds for Zeroth-Order Stochastic Optimization

  gaussian-smoothingsimultaneous-perturbationsrdsaspsasimulation-optimizationstochastic-optimization
  Language:MATLAB 4
• parmoo-solver-farm

  parmoo / parmoo-solver-farm

  A "farm" of multiobjective benchmark problems exhibiting real-world structure and corresponding ParMOO solver scripts

  benchmark-problemmultiobjectivemultiobjective-optimizationoptimizationoptimization-problemsimulation-optimization
  Language:Python 2

• vtopt / VTMOP

  Solver for Blackbox Multiobjective Optimization Problems

  blackbox-optimizationfortranfortran2008global-optimizationmulticriteria-optimizationmultiobjective-optimizationresponse-surface-methodologysimulation-optimizationtrust-region-methods
  Language:Fortran 1

• kalyaninagaraj / cgR-SPLINE

  A global solver for constrained simulation optimization problems on integer lattices

  simulation-optimizationinteger-orderedconstrained-optimization
  Language:C 0

• Utki01 / Bachelor

  operations-researchstochastic-optimizationsimulation-optimization
  Language:MATLAB