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Optimal resource allocation in stochastic activity networks via the electromagnetism approach: a platform implementation in Java

Tereso A. P., Novais R. A., Araujo M. M., Elmaghraby S. E.

Control and Cybernetics

2009

Vol. 38, no 3

745-782

An optimal resource allocation approach to stochastic multimodal projects had been previously developed by applying a Dynamic Programming model which proved to be very demanding computationally. A new approach, the Electromagnetism-like Mechanism, has also been adopted and implemented in Matlab, to solve this problem. This paper presents the implementation of the Electromagnetism approach using an Object Oriented language, Java, and a distributed version to be run in a computer network, in order to take advantage of available computational resources.

Adaptive resource allocation to stochastic multimodal projects: a distributed platform implementation in Java

Tereso A. P., Mota J. R., Lameiro R. J.

Control and Cybernetics

2006

Vol. 35, no 3

661-686

This paper presents the implementation of the dynamic programming model (introduced in a previous paper) for the resolution of the adaptive resource allocation problem in stochastic multimodal project networks. A distributed platform using an Object Oriented language, Java, is used in order to take advantage of the available computational resources.