An Estimation of Distribution Algorithm for Energy-Aware Steelmaking Continuous Casting Scheduling

Gui Rong Wang; Qi Qiang Li; Mao Rong Yuan

doi:10.4028/www.scientific.net/AMM.441.1077

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 441An Estimation of Distribution Algorithm for...

An Estimation of Distribution Algorithm for Energy-Aware Steelmaking Continuous Casting Scheduling

Abstract:

This paper addresses the Steelmaking Continuous Casting production scheduling problem (SCC) with power consumption as the main objective. An encoding and decoding scheme is proposed and an effective Estimation of Distribution Algorithm (EDA) is presented to solve it. Simulation experiments indicate that EDA can solve the SCC problem efficiently and has fast speed of convergency.

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Periodical:

Applied Mechanics and Materials (Volume 441)

Pages:

1077-1080

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.441.1077

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Online since:

December 2013

Authors:

Gui Rong Wang, Qi Qiang Li, Mao Rong Yuan

Keywords:

Estimation of Distribution Algorithm, Power Consumption, Steelmaking Continuous Casting Scheduling

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