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Javad Behnamian

Javad Behnamian

Academic rank: Professor
ORCID:
Education: PhD.
ScopusId: 25947312100
HIndex:
Faculty: Faculty of Engineering
Address:
Phone:

Research

Title
A Multi-objective Particle Swarm Optimization Based on Pareto Archive for Integrated Production and Distribution Planning in A Green Supply Chain
Type
JournalPaper
Keywords
Multi-objective Particle Swarm Optimization, Integrated Production and Distribution Planning, Green Supply Chain
Year
2021
Journal APPLIED ARTIFICIAL INTELLIGENCE
DOI
Researchers Seyyed Mohammad Taghi Fatemi Ghomi ، Behrooz Karimi ، Javad Behnamian ، Jelveh Firoozbakht

Abstract

This paper presents a bi-objective model for integrated production and distribution planning in a multi-period multi-product green supply chain. This paper considers many near-real-world factors, such as: normal and overtime production shifts, limited storage capacity of the finished product and raw materials, different vehicle types, direct and indirect shipping along with considering different production methods that influence the production costs and sale prices, simultaneously. Mixed integer programming model is proposed in which the profit maximization and the CO2 emission minimization are formulated. A particle swarm optimization algorithm based on Pareto archive that utilizes the genetic algorithm operators is proposed to solve the model.