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Inventory Management - A Case Study with NetLogo [article]

Rui Portocarrero Sarmento
2019 arXiv   pre-print
Thus, we present a case study that is related to dynamic simulation of an automatic inventory management system. We provide two types of agents, the clients, and the seller agents.  ...  This case study MAS uses BDI and FIPA-ACL in its implementation resulting in a clear simulation of the system. We expect to provide a comparison between two distinct situations.  ...  Additionally, the provided inventory management case study is done by applying introduced concepts in NetLogo. Therefore, there is needed contextualization.  ... 
arXiv:1905.08041v1 fatcat:ofk4fbqx7bcvtejihl2ka2if2e

Product Allocation Planning with Safety Compatibility Constraints in IoT-based Warehouse

Sourour Trab, Eddy Bajic, Ahmed Zouinkhi, Mohamed Naceur Abdelkrim, Hassen Chekir, Radhouane Hadj Ltaief
2015 Procedia Computer Science  
A simulation case of the proposed interactions mechanisms is provided with the use of NetLogo environment which offers many advantages to control agents and to describe their interactions in a graphical  ...  One of the most relevant topics in warehouse management system (WMS) is the security issue and concerns the optimal placement allocation of products with respect of product and human safety in a sustainable  ...  Simulation and modeling with NetLogo A NetLogo simulation model principally involves two basic elements: a two-dimensional grid that models the environment ("patches") and a set of agents ("turtles") with  ... 
doi:10.1016/j.procs.2015.12.033 fatcat:hig4hmcfhnb6zkauzws6xehury

Multi-Agent Simulation Environment for Logistics Warehouse Design Based on Self-Contained Agents

Takumi Kato, Ryota Kamoshida
2020 Applied Sciences  
A warehouse is a multi-agent system (MAS) that consists of various autonomous subsystems with robots, material-handling equipment, and human workers.  ...  We propose a multi-agent simulation environment for logistics warehouses. Simulation is a crucial part of designing industrial systems, such as logistics warehouses.  ...  Case 2 (C2) is a modification case of replacing the Racrew picking system with another picking system.  ... 
doi:10.3390/app10217552 fatcat:qvplmmvb5jczha63unhbindvhq

Aligning wildfire management resourcing decisions with operational needs

Ericson R. Davis, Christopher D. Johnson, David J. Levin, Rachel C. Morowitz, David K. Peterson, Michael R. Pouy, Vitali Volovoi
2014 Proceedings of the Winter Simulation Conference 2014  
An integrated M&S method offers a pragmatic approach to leveraging the power of analytical techniques and coping with the complex support requirements of modern macrosystems.  ...  In this paper, we demonstrate the benefits of incorporating several agent-based modeling (ABM) enhancements for UAV route planning into a hierarchical M&S structure.  ...  For example, with the advent  ... 
doi:10.1109/wsc.2014.7020002 dblp:conf/wsc/DavisJLMPPV14 fatcat:m27rzul6fjafbdagbbmny3pmla

Insights on Multi-Agent Systems Applications for Supply Chain Management

Roberto Dominguez, Salvatore Cannella
2020 Sustainability  
We discuss the main topics addressed with this technique and the degree of development of the contributions.  ...  In this paper, we review relevant literature on the development of multi-agent systems applications for supply chain management.  ...  If the study focuses on the coordination between enterprises or collaborative planning, agents may play the role of enterprises, while in the case of a study focusing on the analysis of inventory management  ... 
doi:10.3390/su12051935 fatcat:g3asfzuwanatvigyf7ttaxjium

Complexity, robustness, and trade-offs in evaluating large scale STEM education programs

Susan A. Yoon, Lei Liu
2010 International Conference of the Learning Sciences  
This study explores the application of the complex systems lenses of robustness and trade-offs to evaluate the success of a STEM education program in terms of sustainability.  ...  A mixed methods approach is used to document contextual constraints, trade-offs considered such as modularity vs. one-size-fits-all, and actions taken by the project team to build toward adaptive capacities  ...  Acknowledgments This research is supported by a National Science Foundation Grant: ESI 0737437. ICLS 2010 • Volume 1  ... 
dblp:conf/icls/YoonL10 fatcat:qidnqqj2ofc3bjmdx2ubel4btq

Uses of Agent-Based Modeling in Innovation/New Product Development Research*

Rosanna Garcia
2005 The Journal of product innovation management  
Benefits of ABMs found in sociology and management studies have found that as the heterogeneity of individuals increase in a system or as network effects become more important in a system, the effectiveness  ...  Future courses of study using ABMs also are explored.  ...  Netlogo 2.0.2 (Wilensky, 2004) , used in this study, provides a tool for any manager-researcher-not just those with computer programming skills-to build an ABM. 2 An important feature of this software  ... 
doi:10.1111/j.1540-5885.2005.00136.x fatcat:nwaozzdsqfhfzltvyxzdpeji2e

OPEN AGENT BASED RUNOFF AND EROSION SIMULATION (OARES): A GENERIC CROSS PLATFORM TOOL FOR SPATIO-TEMPORAL WATERSHED MONITORING USING CLIMATE FORECAST SYSTEM REANALYSIS WEATHER DATA

S. Majumdar, S. Shukla, A. Maiti
2018 ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
Furthermore, a rough estimate of the soil erosion and deposition in the area have been computed which is aligned with the theory of sediment transport and deposition.  ...  The Open Agent Based Runoff and Erosion Simulation (OARES) tool incorporates a generic interface for analysing large spatio-temporal datasets in watershed studies.  ...  The authors are also grateful to Uri Wilensky and Yang Zhou for making their NetLogo codes open source which immensely helped towards the successful completion of this work.  ... 
doi:10.5194/isprs-annals-iv-4-125-2018 fatcat:xpohluqxljdidl4hrzig32tbni

Agent-Based Co-Modeling of Information Society and Wealth Distribution

Fayçal Yahyaoui, Mohamed Tkiouat
2018 International Journal of Advanced Computer Science and Applications  
Indeed, our case study offers a building block for a framework that can investigate wealth dynamics and other analogue cases with influence between models.  ...  Our simulation used Levelspace, a recent extension project of Netlogo simulation tool combined with data exploration tools but the patterns described are generic and can be implemented in other simulation  ...  In other cases, we can also replace a decision mechanism in these subroutines with decisions based on observations of the environment, as in an inventory of sales of some category of products the results  ... 
doi:10.14569/ijacsa.2018.091129 fatcat:buurht3vjbezxkounhgf54dmrq

Remanufacturing in automotive industry: Challenges and limitations

Paulina Golinska, Arkadiusz Kawa
2011 Journal of Industrial Engineering and Management  
Materials management in such conditions is a real challenge. The cause for this is parallel use of raw materials and reused materials.  ...  Such hybrid flows of materials are characterized by increased level of uncertainty connected with amount, quality and timing.  ...  Authors of the previous studies on remanufacturing have taken in consideration mainly following aspects of materials management: • inventory control and management: inventory control models (van der Laan  ... 
doi:10.3926/jiem.2011.v4n3.p453-466 fatcat:on5zcjugczatvkzuo7ic2o5dwi

Agen Based Modeling for Corn Supply Chain Risks Identification and Sales Negotiation in PTPN VIII

Syarif Hidayat, Dyah Ayu Suliandar
2020 Jurnal METRIS  
PTPN VIII is a state-owned company in West Java cultivating several kinds of commodities, and still have three marginal farmlands with a total size of 3000 hectares open for investment for corn.  ...  Netlogo software is used to develop the model. Based on fuzzy reasoning method the obtained result shows that the most potential risk is quality risk.  ...  When a part of farmland is already rented by a particular farmer, it can not be rented to another. Figure 10 shows the Netlogo Interface with the rent cost as the parameter.  ... 
doi:10.25170/metris.v21i01.2427 fatcat:nactkszly5c3ld5xe6lhvxzpj4

Applying Goldratt's Theory of Constraints to reduce the Bullwhip Effect through agent-based modeling

José Costas, Borja Ponte, David de la Fuente, Raúl Pino, Julio Puche
2015 Expert systems with applications  
In the current environment, Supply Chain Management (SCM) is a major concern for businesses. The Bullwhip Effect is a proven cause of significant inefficiencies in SCM.  ...  Our work brings evidence that TOC, with its bottleneck management strategy through the Drum-Buffer-Rope (DBR) methodology, induces significant improvements.  ...  We would also like to thank Professor Isabel Fernández for making a valuable contribution to the discussion and for her interesting comments.  ... 
doi:10.1016/j.eswa.2014.10.022 fatcat:mx77p4inhve7dpltmlgpbrql6m

Resources Allocation in Higher Education based on System Dynamics and Genetic Algorithms

Sherif E.Hussein, Mahmoud Abo El-Nasr
2013 International Journal of Computer Applications  
The research also compared between normal quality management for budget distribution and optimized budget distribution and their effect on quality.  ...  Simulation is also used as a method for conducting virtual experiments or to test hypotheses in the real market.  ...  He made a compelling case for the application of Total Quality Management to schools.  ... 
doi:10.5120/13434-1136 fatcat:jakmxaaynnfl5gar3tmrb2ty7m

Intelligent Traffic Information System Based on Integration of Internet of Things and Agent Technology

Hasan Omar
2015 International Journal of Advanced Computer Science and Applications  
The paper proposes an architecture that integrates internet of things with agent technology into a single platform where the agent technology handles effective communication and interfaces among a large  ...  This research presents an overview of a framework distributed traffic simulation model within NetLogo, an agentbased environment, for IoT traffic monitoring system using mobile agent technology.  ...  It's a challenge for future research to ensure the security of smart objects in the traffic monitoring management system in case of a cyberattack or an intentional interest to a member of the IoT infrastructure  ... 
doi:10.14569/ijacsa.2015.060206 fatcat:jrmlhnf4ljbcndkqgjnhxgxp3i

Simulation Research on the Effectiveness of a Multiagent Mine Safety Supervision System and Its Verification

Xing Xin Nie, Cunrui Bai, Jingjing Zhang
2019 Mathematical Problems in Engineering  
uses a punishment strategy to restrict unsafe behavior.  ...  This model aims to solve the mining safety problems involved with illegal mining operations and burnout among mining supervisors, in China.  ...  Qi et al. constructed the agent model of a coal mine safety supervision system with multiagent modeling and investigated a simulation system based on Netlogo. e decision mechanism of coal mine safety supervision  ... 
doi:10.1155/2019/8457124 fatcat:lswo46jrzbhshgnm2ev36544uu
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