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Ulfah Mediaty Arief
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Arts Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Languange, Linguistic, Communication & Media Mathematics Mechanical Engineering Public Health Social Sciences Other

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Journal : International Journal of Advances in Intelligent Informatics

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An efficient meta-heuristic algorithm for solving capacitated vehicle routing problem Alfian Faiz; Subiyanto Subiyanto; Ulfah Mediaty Arief
International Journal of Advances in Intelligent Informatics Vol 4, No 3 (2018): November 2018
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/ijain.v4i3.244

Abstract

This work aims to develop an enhanced Perturbation based Variable Neighborhood Search with Adaptive Selection Mechanism (PVNS ASM) to solve the capacitated vehicle routing problem (CVRP). This approach combined Perturbation based Variable Neighborhood Search (PVNS) with Adaptive Selection Mechanism (ASM) to control perturbation scheme. Instead of stochastic approach, selection of perturbation scheme used in the algorithm employed an empirical selection based on success rate of each perturbation scheme along the search. The ASM helped algorithm to get more diversification degree and jumping from local optimum condition using most successful perturbation scheme empirically in the search process. A comparative analysis with existing heuristics in the literature has been performed on 21 CVRP benchmarks. The computational results proof that the developed method is competitive and very efficient in achieving high quality solution within reasonable computation time.
Co-Authors Achmad Rifaldi Ade Putra Adhim Bagas Wisnu Aji Aditya Permana Agus Suryanto Ahmad Fashiha Hastawan Alfian Faiz Amalia Khairun Nadia Amalia Septiani Anan Nugroho Ananda, Bella Risky Anantyo, Andika Andi Muhammad Dzulfikar Andri Setiyawan Anggun Farisyatul Muslimah Bagas Perdana Abiyasa Baskoro, Aldo Luhung Baswara, Satsya Yoga Delano Hafis Afdam Devina Ayu Septariza Dewi Anggriani Dhidik Prastiyanto Djuniadi Djuniadi Dyah Nurani Setyaningsih Dyah Nurani Setyaningsih Dzulfikar, Andi Muhammad Ekarini, Fitria Eko Supraptono Fathimah, Aisya Febianingrum, Anggun Fia Feddy Setio Pribadi Firdaus, Agung Adi Gandhi Satria Mukti Hanan Iqbal Alrahma Hanrian Rossa Hesti Wahyu Nugroho, Hesti Wahyu I Made Sudana Indah Novi Yarman Intan Dwi Ariyani Irzhafran Ridho Pradana Johanes Adi Prasetya Maulana, Alfan Moh. Umar Dani Atik Mohammad Hazim Putra Pratama Mubarak, Raihan Fa'iq Muhammad Jejen Sukrilah Noor Hudallah Nur Fitri Sukrina Nur Iksan Oktiagi, Radiva Hera Praditya, Ambrosius Lingga Prakoso, Bima Dwi Pramudyo Wicaksono Pranata, Bayu Ari Pranata, Bayu Ari Prawidana Kurniawan Puji, Nunuk Riza Putri Khoirin Nashiroh Qunefi, Fuat Riana Defi Mahadji Putri Rifaldi, Achmad Salsabila Tunnisa Saptriana Suryanto, Saptriana Setiyo Wahyono, Setiyo Shofiani, Diah Sri Sukamta Sri Sukamta Sugeng Purbawanto Sugeng Purbawanto Sukamta, Sri - Sulistyawan, Vera Noviana Supraptono , Eko Syahida Mu’aliman Syarif Hidayatulloh Talitha Widiatningrum Tatyantoro Andrasto Wafa', Almas Diqya Wahyu Adi Ramadan Wahyudi, Tri Agus Wibowo, Apriansyah Yeri Sutopo Yulaekha, Novita Rizka Yulaekha, Novita Rizka