Integrated scheduling and batch ordering for construction project

Multi-Mode Resource Constrained Project Scheduling Problem and material batch ordering for construction project are integrated to help project manager consider various trade-offs among several costs, such as renewable resources’ cost, material price, ordering cost, back-ordering cost, inventory hold...

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Vydané v:Applied mathematical modelling Ročník 38; číslo 2; s. 784 - 797
Hlavný autor: Fu, Fang
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Elsevier Inc 15.01.2014
Predmet:
Algorithms
Batch ordering
Costs
Genetic algorithm
Genetic algorithms
Harmony search
Integration management
Inventories
Mathematical models
Operators
Order disorder
Project scheduling
Stockpiling
Project scheduling
Batch ordering
Harmony search
Genetic algorithm
Integration management
ISSN:0307-904X
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Popis
Shrnutí:Multi-Mode Resource Constrained Project Scheduling Problem and material batch ordering for construction project are integrated to help project manager consider various trade-offs among several costs, such as renewable resources’ cost, material price, ordering cost, back-ordering cost, inventory holding cost and reward/penalty for early/late project completion. Therefore, we prove a mixed integer programming model and impel to calculate inventory holding cost and back order cost in objective function. Moreover, a hybrid algorithm combined adapted harmony search and genetic algorithm is proposed correspondingly. In order to inherit elitist solution and maintain population’s diversity simultaneously, we add a selection operator when the harmony memory is initialized and modify the replacement operator based on distance. Besides, genetic algorithm is adopted based on a ‘012’ coding scheme. Finally, algorithm and model performance is presented and several project instances are provided with different network structures and realizations to discuss the factors on total cost.
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ISSN:0307-904X
DOI:10.1016/j.apm.2013.07.017