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Budi Santosa
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Journal : Journal of Civil Engineering

 1 
Resource-constrained project scheduling with ant colony optimization algorithm Niken Anggraini Savitri; I Nyoman Pujawan; Budi Santosa
Journal of Civil Engineering Vol 35, No 2 (2020)
Publisher : Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j20861206.v35i2.8115

Abstract

Resource allocation commonly becomes one of the critical problems in project scheduling. This issue usually occurs because project managers estimate the schedule of activities and network time without considering resource availability. Resource-Constrained Project Scheduling Problem (RCPSP) links to the allocation of resource or set of resources into certain activities in order to accomplish particular objectives. Various approaches have been performed to overcome RCPSP, including the heuristic approach. In this research, we used the Ant Colony Algorithm in solving RCPSP. We used 11 examples of projects with dissimilarity in-network and several activities. The implementation of the Ant Colony Algorithm resulted in the percentage of a near-optimal solution of 63.64%. Besides, the duration obtained from the algorithm above the manual scheduling (assumed optimal) was only 4.29%. Sensitivity analysis was performed to understand how substantial the changes of ACO parameters influenced the result obtained from the algorithm. Based on the result, we could conclude that the parameters of ACO have no significant effect to project duration.
Resource-constrained project scheduling with ant colony optimization algorithm Niken A Savitri; I Nyoman Pujawan; Budi Santosa
Journal of Civil Engineering Vol. 35 No. 2 (2020)
Publisher : Institut Teknologi Sepuluh Nopember (ITS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j20861206.v35i2.7412

Abstract

Resource allocation commonly becomes one of the critical problems in project scheduling. This issue usually occursbecause project managers estimate the schedule of activities and network time without considering resource availability.Resource-Constrained Project Scheduling Problem (RCPSP) links to the allocation of resources or set of resources into certainactivities in order to accomplish particular objectives. Various approaches have been performed to overcome RCPSP, includingthe heuristic approach. In this research, Ant Colony Algorithm is used to solve RCPSP. There are 11 examples of projects beinginvestigated with dissimilarity in-network and several activities. The implementation of the Ant Colony Algorithm resulted inthe percentage of a near-optimal solution of 63.64%. Besides, the duration obtained from the algorithm above the manualscheduling (assumed optimal) was only 4.29%. Sensitivity analysis was performed to understand how substantially the changesof ACO parameters influenced the result obtained from the algorithm. Based on the result, it could be concluded that theparameters of ACO have no significant effect to project duration.
Co-Authors Abshar Ramadhanny Subhan Ade Lia D. Safitri ade rahmawati Afrinaldi Afrinaldi Agus Alex Yanuar Agustin Rahmawati Ahmad Fauzan Abdurrahman Ahmad Yazid Lubis Aisyah Aji Sukarno Alfi Rahmi Alfita Ayu Irmawati Ali Ridho Barakbah Andika Arbi Rayhansyah Andri Sukeksi Anita Anita Annisa Nurul Hikmah Antoni Antoni Ari Yanuar Ridwan Aris Budi Setyawan Azzati Nur Laili Bagus Nurcahyo Bambang Utoyo Cakti Indra Gunawan Dassaad, Dassaad Desi Ratna Sari Didik Sumanto Ditiya Himawati Donata S. Pandin Dwi Aries Himawanto Dwi Sulistyoningsih Dyah Palupi Eka Puji Hastuti Fadhilla Yusri Fasnia Septa Utama Fatwa Tentama Fitriani Nur Damayanti Hafiz Mukaromah Hani Harlan HARYONO Haryono Haryono Haryono Haryono Hengky Novarianto Henna Ria Sunoko Herlisa Anggraini Herminarto Sofyan Hidayani Syam I Nyoman Pujawan I Wayan Arsana Iman Pasu Marganda Hardianto Purba Ismail Maskromo Iswantir M Joko Budi Santosa Joko Utomo Ketut Purwantoro Khairi, Alfin Miftahul Lasminiasih Linda Yarni M. Arif M.Amri Maria R Nindita Radyati Martino Wibowo Masnia Mahardi Yanuar MAYA MUSTIKA KARTIKA SARI, MAYA Megandaru Widhi Kawuryan Mei Raharja Meisin Nabilah Meity Aneke Tulalo Meity Aneke Tulalo Meldy Hosang Meutia Srikandi Fitria Muh Ilham Muhammad Evy Prastiyanto Muji Rahayu Nidia Fertisia S Niken A Savitri Niken Anggraini Savitri Nur Cholidah Fitriana Nurdiansyah Rudi NURUL QOMARIYAH Nuryani Nuryani Nuzul Husnah Oksiana Jatiningsih Paranita Asnur Prasetyo Bonifasius Sitanggang Prihandoko Rachmi Ridho Ragil Saptaningtyas Rahmanu Wijaya Rahmi Andayani Ranny Wahyu Ningrat Ratih Juwita Rehulina Apriyanti Revy Anindyta Dwi Astuti Rina Sugiarti Rini Megawati Rino Andias Anugraha Rio Aurachman Risma Widia Ramadhanti Riyanti Riyanti Rizka Nindya Wulandari Rizka Rahmadani Rizki Muti Agustiani Sampara Lukman Sarmini Saskia Dyah Satria Mandala Sid Suntrayuth Sidi Asmadi SITI AISAH Soeharjoto Soeharjoto Sri Astuti Eka Putri Sri Darmawati Sri Nawangsari Stanty Aufia Rachmat Stanty Aufia Rahmat Stefanus Eko Wiratno Steivie Karouw Sudarsono, Bambang Sukarno, Aji Sukmawati Mawardi Sumiyarti Sumiyarti Supriyadi Supriyadi Suyanto Suyanto SUYONO Syawaluddin Syawaluddin Tahta Alfina Tertio Kunto Dewo Tiananda Widyarini Tri Mulyani Wahyuningsih Umar Affandi Veronika Widi Prabawasari Waenah . . Wahyu Prakosa Wahyu Sunan Hidayat Wardoyo Warsono Willy Arafah Wiyono Sutari Yanto Sidik Pratiknyo Yuli Sari Yeni Yulia Rosyada, Fani YULIANUS R. MATANA Zela Ubaidillah