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Article
Publication date: 1 January 2024

Masoud Parsi, Vahid Baradaran and Amir Hossein Hosseinian

The purpose of this study is to develop an integrated model for the stochastic multiproject scheduling and material ordering problems, where some of the prominent features of…

Abstract

Purpose

The purpose of this study is to develop an integrated model for the stochastic multiproject scheduling and material ordering problems, where some of the prominent features of offshore projects and their environmental-degrading effects have been embraced as well. The durations of activities are uncertain in this model. The developed formulation is tri-objective that seeks to minimize the expected time, total cost and CO2 emission of all projects.

Design/methodology/approach

A new version of the multiobjective multiagent optimization (MOMAO) algorithm has been proposed to solve the amalgamated model. To empower the MOMAO, various procedures of this algorithm have been modified based on the multiattribute utility theory (MAUT) technique. Along with the MOMAO, this study has employed four other meta-heuristic methodologies to solve the model as well.

Findings

The outputs of the MOMAO have been put to test against four other optimizers in terms of convergence, diversity, uniformity and computation times. The results of the Mean Ideal Distance (MID) metric have revealed that the MOMAO has strongly prevailed its rival optimizers. In terms of diversity of the acquired solutions, the MOMAO has ranked the first among all employed optimizers since this algorithm has offered the best solutions in 56.66 and 63.33% of the test problems regarding the diversification metric and hyper-volume metrics. Regarding the uniformity of results, which is measured through the spacing metric (SP), the MOMAO has presented the best SP values in more than 96% of the test problems. The MOMAO has needed more computation times in comparison to its rivals.

Practical implications

A real case study comprising two concurrent offshore projects has been offered. The proposed formulation and the MOMAO have been implemented for this case study, and their effectiveness has been appraised.

Originality/value

Very few studies have focused on presenting an integrated formulation for the stochastic multiproject scheduling and material ordering problems. The model embraces some of the characteristics of the offshore projects which have not been adequately studied in the literature. Limited capacities of the offshore platforms and cargo vessels have been embedded in the proposed model. The offshore platforms have spatial limitations in storing the required materials. The vessels are also capacitated and they also have limited shipment capacities. Some of the required materials need to be transported from the base to the offshore platform via a fleet of cargo vessels. The workforces and equipment can become idle on the offshore platform due to material shortage. Various offshore-related costs have been integrated as a minimization objective function in the model. The cargo vessels release CO2 detrimental emissions to the environment which are sought to be minimized in the developed formulation. To the best of the authors' knowledge, the MOMAO has not been sufficiently employed as a solution methodology for the stochastic multiproject scheduling and material ordering problems.

Details

Engineering, Construction and Architectural Management, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 0969-9988

Keywords

Article
Publication date: 22 December 2020

Nahideh Rezaei, Rana Najjari, Arsalan Nezhadfard and Rahmat Mohammadzadeh

The purpose of this paper aims at the spatial analysis of the Rastas dealing with the wool market to revise the production resulting in a recreation of spaces and the pathways…

Abstract

Purpose

The purpose of this paper aims at the spatial analysis of the Rastas dealing with the wool market to revise the production resulting in a recreation of spaces and the pathways based on its high economic–commercial role.

Design/methodology/approach

Secondary resources and direct observations through field research were the two critical methodological steps for this paper based on phenomenology and qualitative approaches.

Findings

The results represent that the usage of past experiences is the most effective solutions for activities relying on manufacturing inside the workshops leading to improvement in functional objectives of Bazaar. Integration between diverse institutions, precise planning regarding the creation and restoration of past and new jobs and organizing the exhibition of recreational spaces contributing to development regarding public attraction and strengthening the spatial relationships between production, representation and service. Indeed these mentioned steps will provide multifunctional space with a priority of production and reproduction useful on a recreation of urban life.

Originality/value

This study fulfils to examine the important of the bazaar (Iranian market) and recreate its manufacturing, service and economic processes.

Details

Property Management, vol. 39 no. 2
Type: Research Article
ISSN: 0263-7472

Keywords

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