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Lexicographic max-min approach for an integrated vendor-managed inventory problem
, Article Knowledge-Based Systems ; Vol. 59 , 2014 , pp. 58-65 ; ISSN: 09507051 ; Niaki, S. T. A ; Niknamfar, A. H ; Sharif University of Technology
Abstract
Simultaneous reductions in inventory of raw materials, work-in-process, and finished items have recently become a major focus in supply chain management. Vendor-managed inventory is a well-known practice in supply chain collaborations, in which manufacturer manages inventory at the retailer and decides about the time and replenishment. In this paper, an integrated vendor-managed inventory model is presented for a two-level supply chain structured as a single capacitated manufacturer at the first level and multiple retailers at the second level. Manufacturer produces different products where demands are assumed decreasing functions of retail prices. In this chain, both the manufacturer and...
Stochastic ensemble pruning method via simulated quenching walking
, Article International Journal of Machine Learning and Cybernetics ; Volume 10, Issue 7 , 2019 , Pages 1875-1892 ; 18688071 (ISSN) ; Akhavan Niaki, S. T ; Niknamfar, A. H ; Sharif University of Technology
Springer Verlag
2019
Abstract
Inspired by an upward stochastic walking idea, a new ensemble pruning method called simulated quenching walking (SQWALKING) is developed in this paper. The rationale behind this method is to give values to stochastic movements as well as to accept unvalued solutions during the investigation of search spaces. SQWALKING incorporates simulated quenching and forward selection methods to choose the models through the ensemble using probabilistic steps. Two versions of SQWALKING are introduced based on two different evaluation measures; SQWALKINGA that is based on an accuracy measure and SQWALKINGH that is based on a human-like foresight measure. The main objective is to construct a proper...
Multi-objective optimization of job shops with automated guided vehicles: A non-dominated sorting cuckoo search algorithm
, Article Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability ; 2020 ; Akhavan Niaki, S. T ; Niknamfar, A. H ; Hassanlu, M. G ; Sharif University of Technology
SAGE Publications Ltd
2020
Abstract
The reliability of machinery and automated guided vehicle has been one of the most important challenges to enhance production efficiency in several manufacturing systems. Reliability improvement would result in a simultaneous reduction of both production times and transportation costs of the materials, especially in automated guided vehicles. This article aims to conduct a practical multi-objective reliability optimization model for both automated guided vehicles and the machinery involved in a job-shop manufacturing system, where different machines and the storage area through some parallel automated guided vehicles handle materials, parts, and other production needs. While similar machines...
Multi-objective optimization of job shops with automated guided vehicles: A non-dominated sorting cuckoo search algorithm
, Article Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability ; Volume 235, Issue 2 , 2021 , Pages 306-328 ; 1748006X (ISSN) ; Akhavan Niaki, S. T ; Niknamfar, A. H ; Hassanlu, M. G ; Sharif University of Technology
SAGE Publications Ltd
2021
Abstract
The reliability of machinery and automated guided vehicle has been one of the most important challenges to enhance production efficiency in several manufacturing systems. Reliability improvement would result in a simultaneous reduction of both production times and transportation costs of the materials, especially in automated guided vehicles. This article aims to conduct a practical multi-objective reliability optimization model for both automated guided vehicles and the machinery involved in a job-shop manufacturing system, where different machines and the storage area through some parallel automated guided vehicles handle materials, parts, and other production needs. While similar machines...