During the last few years, most production-based businesses have been under enormous pressure to improve their top-line growth and bottom-line savings. As a result, many companies are turning to systems and technologies that can help optimise their supply chain activities. In this paper, we discuss a real-world application of scheduling in the mining industry. This is a highly constrained problem with some of the constraints changing over time. The objective is to generate a plan that meets the quality and tonnage targets by utilising the provided equipment and machines. The mathematical model is described in detail, and a three-module complex algorithm based on computational intelligence is proposed. The main software functionality is also described. The developed software is currently in the production use.
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ITV, Ave Juscelino Kubitschek 31,First Floor, BR-35400000 Ouro Preto, MG, Brazil
Univ Fed Rio Grande do Sul, Min Engn Dept, Porto Alegre, RS, BrazilITV, Ave Juscelino Kubitschek 31,First Floor, BR-35400000 Ouro Preto, MG, Brazil
Camara, Tais Renata
Leal, Ronald Scheffer
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Vale Fertilizantes, Complexo Mineracao Tapira, Tapira, BrazilITV, Ave Juscelino Kubitschek 31,First Floor, BR-35400000 Ouro Preto, MG, Brazil
Leal, Ronald Scheffer
Peroni, Rodrigo de Lemos
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Univ Fed Rio Grande do Sul, Min Engn Dept, Porto Alegre, RS, BrazilITV, Ave Juscelino Kubitschek 31,First Floor, BR-35400000 Ouro Preto, MG, Brazil
Peroni, Rodrigo de Lemos
Capponi, Luciano Nunes
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Vale Fertilizantes, Complexo Mineracao Tapira, Tapira, BrazilITV, Ave Juscelino Kubitschek 31,First Floor, BR-35400000 Ouro Preto, MG, Brazil
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Lomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, MoscowLomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, Moscow
Grigorenko N.L.
Kamzolkin D.V.
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Lomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, MoscowLomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, Moscow
Kamzolkin D.V.
Pivovarchuk D.G.
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Lomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, MoscowLomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, Moscow
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Lomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, MoscowLomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, Moscow
Grigorenko N.L.
Kamzolkin D.V.
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Lomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, MoscowLomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, Moscow
Kamzolkin D.V.
Pivovarchuk D.G.
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Lomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, MoscowLomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, Moscow