A Methodology for Clustering Items with Seasonal and Non-seasonal Demand Patterns for Inventory Management
Item clustering has become one of the most important topics in terms of effective inventory management in supply chains. Classification of items in terms of their features, sales or consumption volume and variation is a prerequisite to determine differentiated inventory policies as well as parameter...
| Published in: | Journal of Advanced Research in Natural and Applied Sciences |
|---|---|
| Main Author: | Burak Kandemir |
| Format: | Article |
| Language: | English |
| Published: |
Çanakkale Onsekiz Mart University
2022-12-01
|
| Subjects: | |
| Online Access: | https://dergipark.org.tr/en/download/article-file/2409588 |
Similar Items
An Inventory Model in a Three-Echelon Supply Chain for Growing Items with Imperfect Quality, Mortality, and Shortages under Carbon Emissions When the Demand Is Price Sensitive
by: Cynthia Griselle De-la-Cruz-Márquez, et al.
Published: (2022-12-01)
by: Cynthia Griselle De-la-Cruz-Márquez, et al.
Published: (2022-12-01)
The Inventory System Management under Uncertain Conditions and Time Value of Money
by: Mehri Nasrabadi, et al.
Published: (2016-05-01)
by: Mehri Nasrabadi, et al.
Published: (2016-05-01)
An inventory model for deteriorating items with exponential declining demand and partial backlogging
by: Ouyang Liang-Yuh, et al.
Published: (2005-01-01)
by: Ouyang Liang-Yuh, et al.
Published: (2005-01-01)
Pricing and inventory control policy for non-instantaneous deteriorating items with time- and price-dependent demand and partial backlogging
by: Hiwa Farughi, et al.
Published: (2014-06-01)
by: Hiwa Farughi, et al.
Published: (2014-06-01)
Inventory model for instantaneous deteriorating items with time sensitive demand for post COVID-19 recovery
by: Fatma Sadaf, et al.
Published: (2023-01-01)
by: Fatma Sadaf, et al.
Published: (2023-01-01)
Implementasi Data Mining Transaksi Penjualan Menggunakan Algoritma Clustering dengan Metode K-Means
by: Nur Afiasari, et al.
Published: (2023-03-01)
by: Nur Afiasari, et al.
Published: (2023-03-01)
A MULTI-ITEM INVENTORY MODEL WITH VARIOUS DEMAND FUNCTIONS CONSIDERING DETERIORATION AND PARTIAL BACKLOGGING
by: Tania Joviani, et al.
Published: (2023-06-01)
by: Tania Joviani, et al.
Published: (2023-06-01)
Optimal Inventory and Pricing Strategies for Integrated Supply Chains of Growing Items Under Carbon Emission Policies
by: Mehak Sharma, et al.
Published: (2025-05-01)
by: Mehak Sharma, et al.
Published: (2025-05-01)
Methodological aspects of inventory management in logistics under modern conditions
by: A. G. Sakharov, et al.
Published: (2025-07-01)
by: A. G. Sakharov, et al.
Published: (2025-07-01)
SEASONAL VARIATION ON THE PRODUCTIVITY OF CLUSTER BEAN [Cyamopsis tetragonoloba L.(Taub)]
by: S. Anuja, et al.
Published: (2018-03-01)
by: S. Anuja, et al.
Published: (2018-03-01)
An Inventory Service-Level Optimization Problem for a Multi-Warehouse Supply Chain Network with Stochastic Demands
by: Roberto León, et al.
Published: (2024-08-01)
by: Roberto León, et al.
Published: (2024-08-01)
Seasonal Analysis and Capacity Planning of Solar Energy Demand-to-Supply Management: Case Study of a Logistics Distribution Center
by: Akihiko Takada, et al.
Published: (2023-12-01)
by: Akihiko Takada, et al.
Published: (2023-12-01)
An inventory model for deteriorating items with blockchain process: how will it transform inventory management system
by: Jitendra Kaushik
Published: (2025-12-01)
by: Jitendra Kaushik
Published: (2025-12-01)
Inventory Control of Single Perishable Item in Neutrosophic Environment: with Stock-based Demand, Preservation technology, Shortage and Two-stage price discount for Imperfect items
by: Geremew Assefa Gudeta, et al.
Published: (2025-03-01)
by: Geremew Assefa Gudeta, et al.
Published: (2025-03-01)
An Added Value Alternative to RAIN RFID Items Characterization in Retail
by: Hadi Farhat, et al.
Published: (2018-01-01)
by: Hadi Farhat, et al.
Published: (2018-01-01)
An optimal replenishment cycle and order quantity inventory model for deteriorating items with fluctuating demand
by: Hui-Ling Yang
Published: (2023-09-01)
by: Hui-Ling Yang
Published: (2023-09-01)
The Development of Order Quantity Optimization Model for Growing Item Considering the Imperfect Quality and Incremental Discount in Three Echelon Supply Chain
by: Indah Valentinova Sitanggang, et al.
Published: (2021-12-01)
by: Indah Valentinova Sitanggang, et al.
Published: (2021-12-01)
Dynamic Inventory Risk Profiling Using PCA and Clustering: A Data-Driven Approach to Supply Chain Optimization
by: Ida Lumintu, et al.
Published: (2025-09-01)
by: Ida Lumintu, et al.
Published: (2025-09-01)
Reliability and Validity of the 10-Item Personality Inventory among Older Iranians
by: Manoochehr Azkhosh, et al.
Published: (2019-09-01)
by: Manoochehr Azkhosh, et al.
Published: (2019-09-01)
A new key performance indicator model for demand forecasting in inventory management considering supply chain reliability and seasonality
by: Yasin Tadayonrad, et al.
Published: (2023-09-01)
by: Yasin Tadayonrad, et al.
Published: (2023-09-01)
A stochastic goal-based economic order quantity model for multi-item inventory
by: Kizito Mubiru
Published: (2024-12-01)
by: Kizito Mubiru
Published: (2024-12-01)
Inventory Model for Instantaneously Deteriorating Items with Multiple Trade Facilities, Stock- and Price-Dependent Demand, and Full Backlogging
by: Rabeya Sarker, et al.
Published: (2024-12-01)
by: Rabeya Sarker, et al.
Published: (2024-12-01)
Impact of cost of substitution and joint replenishment on inventory decisions for joint substitutable and complementary items under asymmetrical substitution
by: Rajesh Kumar Mishra, et al.
Published: (2020-12-01)
by: Rajesh Kumar Mishra, et al.
Published: (2020-12-01)
K-Means Clustering in Determining the Category of Stock Items In Angkasa Mart
by: Roki Hardianto, et al.
Published: (2022-06-01)
by: Roki Hardianto, et al.
Published: (2022-06-01)
Item response analysis of the Geriatric Anxiety Inventory among the elderly in China: dimensionality and differential item functioning test
by: Zhongquan Li, et al.
Published: (2019-11-01)
by: Zhongquan Li, et al.
Published: (2019-11-01)
Enhancing production inventory management for imperfect items using fuzzy optimization strategies and Differential Evolution (DE) algorithms
by: Chinmay Saha, et al.
Published: (2023-12-01)
by: Chinmay Saha, et al.
Published: (2023-12-01)
EVELOPMENT OF THE SCOR MODEL IN THE EFFICIENCY OF AGROINDUSTRY INVENTORY MANAGEMENT: CASE STUDY OF THE AGROINDUSTRY LYOPHILIZER COMPANY, AREQUIPA
by: Aylen Ayme Choque Llerena, et al.
Published: (2025-09-01)
by: Aylen Ayme Choque Llerena, et al.
Published: (2025-09-01)
MULTI-ITEM PROBABILISTIC INVENTORY MODELS CONSIDERING DISCOUNT, EXPIRATION, WAREHOUSE CAPACITY, AND CAPITAL CONSTRAINTS
by: Claresta Tirta Saputera Gunawan, et al.
Published: (2024-07-01)
by: Claresta Tirta Saputera Gunawan, et al.
Published: (2024-07-01)
Optimizing Inventory Replenishment for Seasonal Demand with Discrete Delivery Times
by: Mohammed Alnahhal, et al.
Published: (2021-11-01)
by: Mohammed Alnahhal, et al.
Published: (2021-11-01)
Item response theory analysis of the University Personality Inventory in medical students
by: Norio Sugawara, et al.
Published: (2023-09-01)
by: Norio Sugawara, et al.
Published: (2023-09-01)
A hybrid model for suppliers' selection based on clustering method using NRGA and NSGA-II algorithms
by: Parham Azimi, et al.
Published: (2015-03-01)
by: Parham Azimi, et al.
Published: (2015-03-01)
Manufacturer-supplier cooperative inventory model for deteriorating item with trapezoidal type demand
by: Singh Narayan, et al.
Published: (2016-01-01)
by: Singh Narayan, et al.
Published: (2016-01-01)
A Mathematical Model for an Inventory Management and Order Quantity Allocation Problem with Nonlinear Quantity Discounts and Nonlinear Price-Dependent Demand
by: Avelina Alejo-Reyes, et al.
Published: (2023-06-01)
by: Avelina Alejo-Reyes, et al.
Published: (2023-06-01)
Vendor managed inventory control system for deteriorating items using metaheuristic algorithms
by: Masoud Rabbani, et al.
Published: (2018-01-01)
by: Masoud Rabbani, et al.
Published: (2018-01-01)
Applications of Cluster Analysis to the Creation of Perfectionism Profiles: A Comparison of two Clustering Approaches
by: Jocelyn H Bolin, et al.
Published: (2014-04-01)
by: Jocelyn H Bolin, et al.
Published: (2014-04-01)
Inventory Control in multi-item Systems with Probable Demand Using Particle Swarm Algorithm (Case study: Novin Ghate Caspian Company)
by: Mehrdad Malekmohamadi, et al.
Published: (2018-03-01)
by: Mehrdad Malekmohamadi, et al.
Published: (2018-03-01)
Inventory Control Model of Beef for Rendang Products
by: Feby Gusti Dendra, et al.
Published: (2023-05-01)
by: Feby Gusti Dendra, et al.
Published: (2023-05-01)
Design and optimization of healthcare location-inventory problem in the relief supply chains
by: Vahid Hajipour, et al.
Published: (2021-12-01)
by: Vahid Hajipour, et al.
Published: (2021-12-01)
A sustainable vendor-buyer inventory model with incentives, green investment and energy usage under stochastic demand
by: Wakhid Ahmad Jauhari, et al.
Published: (2023-12-01)
by: Wakhid Ahmad Jauhari, et al.
Published: (2023-12-01)
A Sustainable Production Inventory Model for Power-Pattern Demand with Carbon Emissions and Shelf Life Considerations
by: R. Suvetha, et al.
Published: (2025-05-01)
by: R. Suvetha, et al.
Published: (2025-05-01)
Similar Items
-
An Inventory Model in a Three-Echelon Supply Chain for Growing Items with Imperfect Quality, Mortality, and Shortages under Carbon Emissions When the Demand Is Price Sensitive
by: Cynthia Griselle De-la-Cruz-Márquez, et al.
Published: (2022-12-01) -
The Inventory System Management under Uncertain Conditions and Time Value of Money
by: Mehri Nasrabadi, et al.
Published: (2016-05-01) -
An inventory model for deteriorating items with exponential declining demand and partial backlogging
by: Ouyang Liang-Yuh, et al.
Published: (2005-01-01) -
Pricing and inventory control policy for non-instantaneous deteriorating items with time- and price-dependent demand and partial backlogging
by: Hiwa Farughi, et al.
Published: (2014-06-01) -
Inventory model for instantaneous deteriorating items with time sensitive demand for post COVID-19 recovery
by: Fatma Sadaf, et al.
Published: (2023-01-01)
