Comparison of evolutionary algorithms: A case study on the multi-objective carbon-aware mine planning

Comparison of evolutionary algorithms: A case study on the multi-objective carbon-aware mine planning

The NP-hard precedence-constrained production scheduling problem (PCPSP) for mine planning chooses the ordered removal of materials from the mine pit and the next processing steps based on resource, geological, and geometrical constraints. Traditionally, it prioritizes the net present value (NPV) of...

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Main Authors: NURUL ASYIKEEN BINTE AZHAR, GUNAWAN, Aldy, CHENG, Shih-Fen, LEONARDI, Erwin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Genetic algorithms
Pareto optimization
production planning
environmental economics
Operations Research, Systems Engineering and Industrial Engineering
Theory and Algorithms
Online Access:https://ink.library.smu.edu.sg/sis_research/9495
https://ink.library.smu.edu.sg/context/sis_research/article/10495/viewcontent/Final_CASE2024_Comparison_of_EAs_av.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9495
https://ink.library.smu.edu.sg/context/sis_research/article/10495/viewcontent/Final_CASE2024_Comparison_of_EAs_av.pdf

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