Two-stage Based Dynamic Earth-rock Transportation Assignment Problem Under Fuzzy Random Environment To Earth-rock Dam Construction
Author(s): |
Jiuping Xu
Cuiying Feng |
---|---|
Medium: | journal article |
Language(s): | Latvian |
Published in: | Journal of Civil Engineering and Management, June 2015, n. 6, v. 21 |
Page(s): | 775-797 |
DOI: | 10.3846/13923730.2014.893909 |
Abstract: |
This paper discusses a two-stage based dynamic transportation assignment problem (TS-based DTAP) under a fuzzy random environment in an earth-rock transportation system. This problem is a multi-objective dynamic programming optimization process for minimizing total operational cost, transportation duration and total waste. Triangular fuzzy random numbers are used for the uncertain parameters, and a hybrid crisp approach and an expected value operator are introduced to deal with these uncertainties. A dynamic programming based contraction particle swarm optimization is developed to solve the proposed expected value model for TS-based DTAP. Then, the earth-rock dam construction at Pubugou Hydropower project is used as a practical application to verify the proposed approach. Results and analysis are presented to highlight the performance of the proposed TS-based DTAP model and the optimization method, which proves to be effective and relatively efficient compared to the models under other environments and a standard PSO algorithm. |
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13/08/2019 - Last updated on:
13/08/2019