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SAGA
2009
Springer
15 years 4 months ago
Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies
We propose a generic method for obtaining quickly good upper bounds on the minimal value of a multistage stochastic program. The method is based on the simulation of a feasible dec...
Boris Defourny, Damien Ernst, Louis Wehenkel
ICSE
2000
IEEE-ACM
15 years 1 months ago
Producing more reliable software: mature software engineering process vs. state-of-the-art technology?
: Producing More Reliable Software: Mature Software Engineering Process vs. State-of-the-Art Technology? A customer of high assurance software recently sponsored a software enginee...
James C. Widmaier
CBSQ
2003
Springer
15 years 2 months ago
Assessment of High Integrity Software Components for Completeness, Consistency, Fault-Tolerance, and Reliability
The use of formal model based (FMB) methods to evaluate the quality of the components is an important research area. Except for a growing number of exceptions, FMB methods are sti...
Hye Yeon Kim, Kshamta Jerath, Frederick T. Sheldon
GLOBECOM
2007
IEEE
15 years 3 months ago
Service Oriented Architecture (SOA) for Integration of Field Bus Systems
—The current trends in service consolidation over Internet Protocol (IP) also stimulates the integration of the industrial automation system with the information technology (IT) ...
Xiaohua Tian, Yu Cheng, Rose Qingyang Hu, Yi Qian
ICML
2002
IEEE
15 years 10 months ago
Hierarchically Optimal Average Reward Reinforcement Learning
Two notions of optimality have been explored in previous work on hierarchical reinforcement learning (HRL): hierarchical optimality, or the optimal policy in the space defined by ...
Mohammad Ghavamzadeh, Sridhar Mahadevan