Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling

Gülçağ Albayrak

doi:10.54365/adyumbd.1477358

EN TR

Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling

Abstract

The optimization of schedules for repetitive projects is a crucial phase in establishing an effective project timeline concerning both duration and cost. This study presents an innovative metaheuristic multi-objective optimization model tailored for repetitive projects. Distinguished by its original features, this model empowers schedulers to identify an optimal schedule that concurrently minimizes project duration, total cost, and interruption time. It encompasses various constraints and factors, including learning and forgetting effects, inter-activity soft logic, limited work interruption allowances, multiple crew formations, multiple construction methods per activity, while retaining all Critical Path Method (CPM) scheduling capabilities. The effectiveness of this new approach was validated through application to two case studies, demonstrating its capability to deliver optimal schedules for repetitive projects with heightened accuracy in minimizing project duration, cost, and interruption. Furthermore, the integration of learning effects, soft logic, and work interruption allowances within the optimization process substantially reduced project duration and cost, thereby yielding more precise and dependable optimal solutions.

Keywords

Learning effect , optimization , project planning , repetitive projets , soft logic

Tekrarlı İnşaat Projesi Çizelgelemesi için Metasezgisel Çok Amaçlı Optimizasyon Yaklaşımı

Öz

Tekrarlı projeler için çizelgeleme, hem süre hem de maliyet açısından etkili bir proje programı oluşturmada çok önemli bir aşamadır. Bu çalışma, tekrarlı işlemleri bulunan projelere uyarlanmış yenilikçi bir metasezgisel çok amaçlı optimizasyon modeli sunmaktadır. Model, planlayıcılara proje süresini, toplam maliyeti ve kesinti süresini aynı anda en aza indiren optimal çizelgeyi belirleme olanağı veren orijinal özellikleriyle öne çıkmaktadır. Model, Kritik Yol Yöntemi (CPM) planlama yeteneklerini korurken, öğrenme ve unutma etkileri, etkinlikler arası yumuşak mantık, iş kesintileri, birden fazla ekip oluşumu, her faaliyet için birden fazla inşaat yöntem seçimi dahil olmak üzere çeşitli kısıtlamaları ve faktörleri kapsamaktadır. Bu yaklaşımın etkinliği, tekrarlı projeler için proje süresini, maliyetini ve kesintiyi en aza indirerek daha yüksek doğrulukla en uygun programları sunma yeteneğini gösteren iki örnek olay incelemesine uygulanarak doğrulanmaktadır. Ayrıca, öğrenme etkilerinin, yazılım mantığının ve iş kesintisi ödeneklerinin optimizasyon sürecine entegrasyonu, proje süresini ve maliyetini önemli ölçüde azaltmakta ve böylece daha kesin ve güvenilir optimum çözümler elde edilmektedir.

Anahtar Kelimeler

Öğrenme etkisi , optimizasyon , proje planlama , tekrarlı proje , yumuşak mantık

Kaynakça

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Ayrıntılar

Birincil Dil

İngilizce

Konular

Yapı İşletmesi

Bölüm

Araştırma Makalesi

Yazarlar

Gülçağ Albayrak ^*
0000-0001-6114-4292
Türkiye

Erken Görünüm Tarihi

29 Aralık 2024

Yayımlanma Tarihi

31 Aralık 2024

Gönderilme Tarihi

3 Mayıs 2024

Kabul Tarihi

7 Ekim 2024

Yayımlandığı Sayı

Yıl 2024 Cilt: 11 Sayı: 24

DOI

https://doi.org/10.54365/adyumbd.1477358

IZ

https://izlik.org/JA86KP42NL

APA

Albayrak, G. (2024). Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling. Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi, 11(24), 438-454. https://doi.org/10.54365/adyumbd.1477358

AMA

1.Albayrak G. Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling. Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi. 2024;11(24):438-454. doi:10.54365/adyumbd.1477358

Chicago

Albayrak, Gülçağ. 2024. “Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling”. Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi 11 (24): 438-54. https://doi.org/10.54365/adyumbd.1477358.

EndNote

Albayrak G (01 Aralık 2024) Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling. Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi 11 24 438–454.

IEEE

[1]G. Albayrak, “Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling”, Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi, c. 11, sy 24, ss. 438–454, Ara. 2024, doi: 10.54365/adyumbd.1477358.

ISNAD

Albayrak, Gülçağ. “Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling”. Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi 11/24 (01 Aralık 2024): 438-454. https://doi.org/10.54365/adyumbd.1477358.

JAMA

1.Albayrak G. Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling. Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi. 2024;11:438–454.

MLA

Albayrak, Gülçağ. “Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling”. Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi, c. 11, sy 24, Aralık 2024, ss. 438-54, doi:10.54365/adyumbd.1477358.

Vancouver

1.Gülçağ Albayrak. Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling. Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi. 01 Aralık 2024;11(24):438-54. doi:10.54365/adyumbd.1477358

Metaheuristic Multi-Objective Optimization Approach for Repetitive Construction Project Scheduling

Abstract

Keywords

Tekrarlı İnşaat Projesi Çizelgelemesi için Metasezgisel Çok Amaçlı Optimizasyon Yaklaşımı

Öz

Anahtar Kelimeler

Kaynakça

Ayrıntılar

Birincil Dil

Konular

Bölüm

Yazarlar

Erken Görünüm Tarihi

Yayımlanma Tarihi

Gönderilme Tarihi

Kabul Tarihi

Yayımlandığı Sayı

DOI

IZ

Kaynak Göster