Application of Arithmetic Optimization Algorithm (AOA) for Time–Cost–Quality–Environmental Impact Optimization in Construction Projects

YILMAZ M., DEDE T., Rao R. V.

5th international conference on Advanced Engineering Optimization Through Intelligent Techniques, AEOTIT 2024, Surat, Hindistan, 28 - 30 Kasım 2024, cilt.1438 LNEE, ss.333-344, (Tam Metin Bildiri) identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 1438 LNEE
  • Doi Numarası: 10.1007/978-981-96-8070-2_27
  • Basıldığı Şehir: Surat
  • Basıldığı Ülke: Hindistan
  • Sayfa Sayıları: ss.333-344
  • Anahtar Kelimeler: Arithmetic optimization algorithm, Many-objective optimization, Time–cost–quality–environmental impact trade-off
  • Karadeniz Teknik Üniversitesi Adresli: Evet

Özet

This study aims to investigate the relationship between time, cost, quality, and environmental impact in construction projects using arithmetic optimization algorithm. Project managers have prioritized time and cost concepts in traditional project planning. It is seen that other factors affecting the success of the project are ignored. However, with the impact of technological and sociocultural changes, awareness of sustainability and environmental factors has increased. For this reason, there are studies showing that environmental impact is taken into account at least as much as time, cost, and quality in project management. Therefore, this study evaluates the performance of the arithmetic optimization algorithm (AOA) on the many-objective time–cost–quality–environmental impact problem. The performance of the AOA was compared with the adaptive selection slime mold algorithm (ASSMA), which is known to give good results in the literature. The results show that the AOA outperforms the ASSMA in terms of cost, environmental impact, and quality with 25% less function evaluation.