Practical optimization of simulations: computation and tools

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[1]  Michael A. Saunders,et al.  SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization , 2002, SIAM J. Optim..

[2]  Jack P. C. Kleijnen,et al.  Validation of models: statistical techniques and data availability , 1999, WSC '99.

[3]  Miron Livny,et al.  Condor-a hunter of idle workstations , 1988, [1988] Proceedings. The 8th International Conference on Distributed.

[4]  Paul Glasserman,et al.  Gradient Estimation Via Perturbation Analysis , 1990 .

[5]  Simulation-based constraint generation with applications to optimization of logistic system design , 1999, WSC'99. 1999 Winter Simulation Conference Proceedings. 'Simulation - A Bridge to the Future' (Cat. No.99CH37038).

[6]  Farhad Azadivar,et al.  Optimization of discrete variable stochastic systems by computer simulation , 1986 .

[7]  C. Standridge A tutorial on simulation in health care: applications and issues , 1999, WSC'99. 1999 Winter Simulation Conference Proceedings. 'Simulation - A Bridge to the Future' (Cat. No.99CH37038).

[8]  Miron Livny,et al.  A worldwide flock of Condors: Load sharing among workstation clusters , 1996, Future Gener. Comput. Syst..

[9]  Klaus Schittkowski,et al.  More test examples for nonlinear programming codes , 1981 .

[10]  Klaus Schittkowski,et al.  Test examples for nonlinear programming codes , 1980 .

[11]  Gül Gürkan,et al.  Sample-path solution of stochastic variational inequalities, with applications to option pricing , 1996, Winter Simulation Conference.

[12]  Michael A. Stephens,et al.  Asymptotic Results for Goodness-of-Fit Statistics with Unknown Parameters , 1976 .

[13]  Daniel Ralph,et al.  Global Convergence of Damped Newton's Method for Nonsmooth Equations via the Path Search , 1994, Math. Oper. Res..

[14]  丸山 徹 Convex Analysisの二,三の進展について , 1977 .

[15]  Gül Gürkan,et al.  Solving stochastic optimization problems with stochastic constraints: an application in network design , 1999, WSC '99.

[16]  S. Billups Algorithms for complementarity problems and generalized equations , 1996 .

[17]  J. Spall Stochastic optimization and the simultaneous perturbation method , 1999, WSC'99. 1999 Winter Simulation Conference Proceedings. 'Simulation - A Bridge to the Future' (Cat. No.99CH37038).

[18]  Tito Homem de Mello Simulation-based methods for stochastic optimization , 1998 .

[19]  Stephen M. Robinson,et al.  Sample-path optimization of convex stochastic performance functions , 1996, Math. Program..

[20]  John E. Dennis,et al.  Direct Search Methods on Parallel Machines , 1991, SIAM J. Optim..

[21]  Gül Gürkan,et al.  Sample-path solution of stochastic variational inequalities , 1999, Math. Program..

[22]  Xi-Ren Cao,et al.  Perturbation analysis of discrete event dynamic systems , 1991 .

[23]  Juan J. de Pablo,et al.  ON THE SIMULATION OF VAPOR-LIQUID EQUILIBRIA FOR ALKANES , 1998 .

[24]  Robert Michael Lewis,et al.  Pattern Search Methods for Linearly Constrained Minimization , 1999, SIAM J. Optim..

[25]  Virginia Torczon,et al.  On the Convergence of the Multidirectional Search Algorithm , 1991, SIAM J. Optim..

[26]  K. Schittkowski,et al.  NONLINEAR PROGRAMMING , 2022 .

[27]  Michael C. Ferris,et al.  Expressing Complementarity Problems in an Algebraic Modeling Language and Communicating Them to Solvers , 1999, SIAM J. Optim..

[28]  Dimitri P. Bertsekas,et al.  Nonlinear Programming , 1997 .

[29]  M. Stephens EDF Statistics for Goodness of Fit and Some Comparisons , 1974 .

[30]  Nicholas I. M. Gould,et al.  Lancelot: A FORTRAN Package for Large-Scale Nonlinear Optimization (Release A) , 1992 .

[31]  Farhad Azadivar,et al.  Genetic algorithms in optimizing simulated systems , 1995, WSC '95.

[32]  O. SIAMJ.,et al.  ON THE CONVERGENCE OF PATTERN SEARCH ALGORITHMS , 1997 .

[33]  Michael A. Saunders,et al.  User''s guide for NPSOL (Ver-sion 4.0): A FORTRAN package for nonlinear programming , 1984 .

[34]  M. Isabel Reis dos Santos,et al.  The main issues in nonlinear simulation metamodel estimation , 1999, WSC '99.

[35]  P. Toint,et al.  An Algorithm using Quadratic Interpolation for Unconstrained Derivative Free Optimization , 1996 .

[36]  R. Rubinstein,et al.  Optimization of static simulation models by the score function method , 1990 .

[37]  Tsukasa Iwama,et al.  Simulation-based constraint generation with applications to optimization of logistic system design , 1999, WSC '99.

[38]  Jorge Haddock,et al.  Simulation optimization using simulated annealing , 1992 .

[39]  Peter W. Glynn,et al.  Optimization of stochastic systems , 1986, WSC '86.

[40]  Robert E. Shannon,et al.  Introduction to the art and science of simulation , 1998, 1998 Winter Simulation Conference. Proceedings (Cat. No.98CH36274).

[41]  H. Attouch Variational convergence for functions and operators , 1984 .

[42]  Jérôme Gensel,et al.  An algorithm for goal-driven simulation , 1999, WSC '99.

[43]  Raymond R. Hill A Monte-Carlo study of genetic algorithm initial population generation methods , 1999, WSC '99.

[44]  Peter Kall,et al.  Approximation to Optimization Problems: An Elementary Review , 1986, Math. Oper. Res..

[45]  J. Talavage,et al.  Optimization of stochastic simulation models , 1980 .

[46]  M. Ferris,et al.  Complementarity problems in GAMS and the PATH solver 1 This material is based on research supported , 2000 .

[47]  Dennis E. Smith An Empirical Investigation of Optimum-Seeking in the Computer Simulation Situation , 1973, Oper. Res..

[48]  Anthony Segreti,et al.  Monte carlo evaluation of several sequential optimization techniques when the response is time to an event , 1979 .

[49]  Michael C. Ferris,et al.  A practical approach to sample-path simulation optimization , 2000, 2000 Winter Simulation Conference Proceedings (Cat. No.00CH37165).

[50]  Stephen M. Robinson,et al.  Normal Maps Induced by Linear Transformations , 1992, Math. Oper. Res..

[51]  Alexander Shapiro,et al.  The Sample Average Approximation Method for Stochastic Discrete Optimization , 2002, SIAM J. Optim..

[52]  A. Griewank,et al.  Automatic differentiation of algorithms : theory, implementation, and application , 1994 .

[53]  David Kendrick,et al.  GAMS, a user's guide , 1988, SGNM.

[54]  A. Fischer A special newton-type optimization method , 1992 .

[55]  Jason H. Goodfriend,et al.  Discrete Event Systems: Sensitivity Analysis and Stochastic Optimization by the Score Function Method , 1995 .

[56]  S. M. Robinson Newton's method for a class of nonsmooth functions , 1994 .

[57]  Leyuan Shi,et al.  Stopping criterion for a simulation-based optimization method , 1998, 1998 Winter Simulation Conference. Proceedings (Cat. No.98CH36274).

[58]  J. Kiefer,et al.  Stochastic Estimation of the Maximum of a Regression Function , 1952 .

[59]  Michael A. Saunders,et al.  MINOS 5. 0 user's guide , 1983 .

[60]  Leyuan Shi,et al.  An integrated framework for deterministic and stochastic optimization , 1997, WSC '97.

[61]  Leyuan Shi,et al.  Optimization via adaptive sampling and regenerative simulation , 1999, WSC '99.

[62]  Michael C. Ferris,et al.  Feasible descent algorithms for mixed complementarity problems , 1999, Math. Program..

[63]  A. Law Simulation of manufacturing systems , 1988, WSC '88.

[64]  James C. Spall,et al.  Stochastic optimization and the simultaneous perturbation method , 1999, WSC '99.

[65]  D. Anbar On Optimal Estimation Methods Using Stochastic Approximation Procedures , 1973 .

[66]  Eric E. Miller,et al.  Applying simulation in a consulting environment—tips from airport planners , 1999, WSC '99.

[67]  R. Weiner Lecture Notes in Economics and Mathematical Systems , 1985 .

[68]  Fred W. Glover,et al.  New advances for wedding optimization and simulation , 1999, WSC '99.

[69]  Michael C. Ferris,et al.  Interfaces to PATH 3.0: Design, Implementation and Usage , 1999, Comput. Optim. Appl..

[70]  Andreas Griewank,et al.  Algorithm 755: ADOL-C: a package for the automatic differentiation of algorithms written in C/C++ , 1996, TOMS.

[71]  Charles Leake,et al.  Discrete Event Systems: Sensitivity Analysis and Stochastic Optimization by the Score Function Method , 1994 .

[72]  S. Dirkse,et al.  The path solver: a nommonotone stabilization scheme for mixed complementarity problems , 1995 .

[73]  Russell R. Barton Minimization Algorithms for Functions with Random Noise , 1984 .

[74]  Nicholas I. M. Gould,et al.  CUTE: constrained and unconstrained testing environment , 1995, TOMS.

[75]  Stephen M. Robinson,et al.  Analysis of Sample-Path Optimization , 1996, Math. Oper. Res..

[76]  Miron Livny,et al.  Checkpoint and Migration of UNIX Processes in the Condor Distributed Processing System , 1997 .

[77]  David T. Sturrock Tips for successful practice of simulation , 1999 .

[78]  Alexander Shapiro,et al.  A simulation-based approach to two-stage stochastic programming with recourse , 1998, Math. Program..