This report introduces the "Time Stepping Package for Optimization", or TSOpt, which is an interface for time-stepping simulation written in C++. It packages a simulator together with its derivatives (\sensitivities") and adjoint derivatives with respect to simulation parameters in a single object called a Jet, which can be used in conjunction with an optimization algorithm to solve a simulation-driven optimization problem. Further, TSOpt interfaces with the Rice Vector Library (RVL), allowing Jet objects to define a Operator subclass
This thesis talks about techniques which can be used to optimize run time of algorithms. For a demon...
This paper presents the optimization methods appropriate for discrete event simulations of manufactu...
A proposal for particles' initialization in PSO is presented and discussed, with focus on costly glo...
The Timestepping Simulation for Optimization ("TSOpt") library provides an interface for time-steppi...
The object-oriented programming paradigm can be used to overcome the incompatibilities between off-t...
GenOpt is an optimization program for the minimization of a cost function that is evaluated by an ex...
We present SimOpt — a library of simulation-optimization problems intended to spur development and c...
Combination of object-oriented programming with automatic differentiation techniques facilitates the...
This document provides a user manual for the SGOPT software library. SGOPT is a C++ class library fo...
The C++ class fdtd uses automatic differentiation techniques to implement an abstract time stepping ...
In this paper a novel tool for simulation-based optimization and design-space exploration of Stochas...
Bachelor's thesis is concerned with methods for global optimization. It deals with concept of optimi...
Fundamentals of simulation-based optimization for the Modelling & Simulation Discussion Group, Wagen...
C++ code used for individual-based simulations of the multidimensional moving-optimum model. These s...
Scikit-Optimize, or skopt, is a simple and efficient library to minimize (very) expensive and noisy ...
This thesis talks about techniques which can be used to optimize run time of algorithms. For a demon...
This paper presents the optimization methods appropriate for discrete event simulations of manufactu...
A proposal for particles' initialization in PSO is presented and discussed, with focus on costly glo...
The Timestepping Simulation for Optimization ("TSOpt") library provides an interface for time-steppi...
The object-oriented programming paradigm can be used to overcome the incompatibilities between off-t...
GenOpt is an optimization program for the minimization of a cost function that is evaluated by an ex...
We present SimOpt — a library of simulation-optimization problems intended to spur development and c...
Combination of object-oriented programming with automatic differentiation techniques facilitates the...
This document provides a user manual for the SGOPT software library. SGOPT is a C++ class library fo...
The C++ class fdtd uses automatic differentiation techniques to implement an abstract time stepping ...
In this paper a novel tool for simulation-based optimization and design-space exploration of Stochas...
Bachelor's thesis is concerned with methods for global optimization. It deals with concept of optimi...
Fundamentals of simulation-based optimization for the Modelling & Simulation Discussion Group, Wagen...
C++ code used for individual-based simulations of the multidimensional moving-optimum model. These s...
Scikit-Optimize, or skopt, is a simple and efficient library to minimize (very) expensive and noisy ...
This thesis talks about techniques which can be used to optimize run time of algorithms. For a demon...
This paper presents the optimization methods appropriate for discrete event simulations of manufactu...
A proposal for particles' initialization in PSO is presented and discussed, with focus on costly glo...