
LINDO
 Referenced in 523 articles
[sw04448]
 Software: Integer Programming, Linear Programming, Nonlinear Programming, Stochastic Programming, Global Optimization LINDO Application Programming Interface...

SUTIL
 Referenced in 130 articles
[sw12322]
 SUTIL  A Stochastic Programming Utility Library. SUTIL is a C and C++ library to help ... users build and manipulate stochastic programs...

MSLiP
 Referenced in 108 articles
[sw01410]
 computer code for the multistage stochastic linear programming problem This paper describes an efficient implementation ... nested decomposition algorithm for the multistage stochastic linear programming problem. Many of the computational tricks ... deterministic staircase problems are adapted to the stochastic setting and their effect on computation times...

PySP
 Referenced in 17 articles
[sw04921]
 PySP: modeling and solving stochastic programs in Python Although stochastic programming is a powerful tool ... specialists to easily express stochastic programming problems as extensions of their deterministic counterparts, which ... relates to the difficulty of solving stochastic programming models, particularly in the mixedinteger ... COINOR repository. To formulate a stochastic program in PySP, the user specifies both...

ToolboxLS
 Referenced in 45 articles
[sw06312]
 control, robotics, differential games, dynamic programming, mesh generation, stochastic differential equations, ﬁnancial mathematics, and veriﬁcation ... plain text in the Matlab mﬁle programming language. The toolbox is designed to allow...

SLPIOR
 Referenced in 33 articles
[sw02553]
 model management system for stochastic linear programming. The scope of SLPIOR includes twostage...

DDSIP
 Referenced in 41 articles
[sw05103]
 Dual decomposition in twostage stochastic mixedinteger programming, needs CPLEX...

SIPLIB
 Referenced in 12 articles
[sw09652]
 SIPLIB: A Stochastic Integer Programming Test Problem Library. SIPLIB is a collection of test problems ... facilitate computational and algorithmic research in stochastic integer programming. The test problem data is provided...

SAMPLE
 Referenced in 7 articles
[sw06289]
 Extending algebraic modelling languages for stochastic programming. Algebraic modelling languages have gained wide acceptance ... basic level, these languages can define stochastic programming (SP) models by constructing their deterministic equivalents ... approach, we describe the design of a stochastic extension for the AMPL language that enables ... turn embedded in a stochastic programming integrated environment that facilitates modelling and investigation...

SMPS reader
 Referenced in 17 articles
[sw04815]
 with the SMPS Input Format for Stochastic Linear Programs This file contains a number...

EVPI
 Referenced in 17 articles
[sw02644]
 programmes on parallel MIMD architectures. Multistage stochastic linear programming has many practical applications for problems ... problem into a set of smaller linear programming problems and has recently been shown ... which is applicable to extremely large multistage stochastic linear programmes which either have too many...

SSJ
 Referenced in 12 articles
[sw08862]
 framework for stochastic simulation in Java. We introduce SSJ, an organized set of software tools ... implemented in the Java programming language ... offering generalpurpose facilities for stochastic simulation programming. It supports the event view, process view...

SLPTESTSET
 Referenced in 7 articles
[sw07565]
 SLPTESTSET: TestProblem Collection for Stochastic Linear Programming This ... modern testproblem collection for stochastic programming, with emphasis on a close connection between...

DET2STO
 Referenced in 5 articles
[sw05102]
 AMPL and optimized by a solver. Stochastic Programming deals with mathematical programming models ... described by an event tree. The stochastic process is assumed to be independent ... This transformation results in a new mathematical programming problem named the deterministic equivalent, which ... than an extensive formulation of the stochastic programming version of the problem...

ddsip
 Referenced in 5 articles
[sw23346]
 dual decomposition of twostage stochastic programs with mixedinteger recourse. Dual Decomposition in Stochastic...

COOPR
 Referenced in 5 articles
[sw04914]
 programming language PySP: Generic solvers for stochastic programming problems COLIN: Scripts that simplify IO between...

STABLE
 Referenced in 99 articles
[sw04843]
 program calculates the density (pdf), cumulative distribution function (cdf), and quantiles for a general stable ... distribution functions”, J. P. Nolan, Commun. Statist.Stochastic Models, 13(4), 759774 (1997). Also...

COPASI
 Referenced in 53 articles
[sw12253]
 their dynamics. COPASI is a standalone program that supports models in the SBML standard ... their behavior using ODEs or Gillespie’s stochastic simulation algorithm; arbitrary discrete events...

StAMPL
 Referenced in 3 articles
[sw06421]
 multistage stochastic recourse problems Every multistage stochastic programming problem with recourse (MSPR) contains a filtration ... mathematical notation commonly associated with stochastic programming. To experiment with our ideas, we have created...

FODDPlanner
 Referenced in 14 articles
[sw07747]
 decision diagrams Dynamic programming algorithms have been successfully applied to propositional stochastic planning problems ... value functions. Work on symbolic dynamic programming lifted these ideas to first order logic using ... planning system, FODDPlanner, for solving relational stochastic planning problems. The system is evaluated...