Add to ORKGThe Timestepping Simulation for Optimization ("TSOpt") library provides an interface for time-stepping simulation. It packages a simulator togehter with its derivatives ("sensitivities") and adjoint derivaties with respect to simulation parameters, and uses the aggregate to define a Rice Vector Library Operator subclass
A two timescale stochastic approximation scheme which uses coupled iterations is used for simulation...
Simulation optimization is a very powerful tool in analysis and optimization of complex real systems...
International audience—In this paper we define a simulation-driven process to improve the design of ...
This report introduces the "Time Stepping Package for Optimization", or TSOpt, which is an interface...
We present SimOpt — a library of simulation-optimization problems intended to spur development and c...
GenOpt is an optimization program for the minimization of a cost function that is evaluated by an ex...
We propose an optimization technique for reducing global synchronizations in traditional time-steppe...
Mathematical programming has been proposed in the literature as an alternative technique to simulati...
In this paper a novel tool for simulation-based optimization and design-space exploration of Stochas...
Combination of object-oriented programming with automatic differentiation techniques facilitates the...
The paper describes a programming environment based on the timed Petri net paradigm with generally d...
This paper presents the optimization methods appropriate for discrete event simulations of manufactu...
Fundamentals of simulation-based optimization for the Modelling & Simulation Discussion Group, Wagen...
This thesis describes a flexible framework for abstract numerical algorithms which treats algorithms...
A technique called Time Hopping is proposed for speeding up reinforcement learning algorithms. It is...
A two timescale stochastic approximation scheme which uses coupled iterations is used for simulation...
Simulation optimization is a very powerful tool in analysis and optimization of complex real systems...
International audience—In this paper we define a simulation-driven process to improve the design of ...
This report introduces the "Time Stepping Package for Optimization", or TSOpt, which is an interface...
We present SimOpt — a library of simulation-optimization problems intended to spur development and c...
GenOpt is an optimization program for the minimization of a cost function that is evaluated by an ex...
We propose an optimization technique for reducing global synchronizations in traditional time-steppe...
Mathematical programming has been proposed in the literature as an alternative technique to simulati...
In this paper a novel tool for simulation-based optimization and design-space exploration of Stochas...
Combination of object-oriented programming with automatic differentiation techniques facilitates the...
The paper describes a programming environment based on the timed Petri net paradigm with generally d...
This paper presents the optimization methods appropriate for discrete event simulations of manufactu...
Fundamentals of simulation-based optimization for the Modelling & Simulation Discussion Group, Wagen...
This thesis describes a flexible framework for abstract numerical algorithms which treats algorithms...
A technique called Time Hopping is proposed for speeding up reinforcement learning algorithms. It is...
A two timescale stochastic approximation scheme which uses coupled iterations is used for simulation...
Simulation optimization is a very powerful tool in analysis and optimization of complex real systems...
International audience—In this paper we define a simulation-driven process to improve the design of ...