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Real-Time Multi-agent Forecasting and Replenishment Solution for LEGOs Branded Retail Outlets

Bjorn Madsen, Petr Skobelev, George Rzevski, Alexander Tsarev
2012 2012 13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing  
The paper describes main features of a real-time forecasting and scheduling multi-agent solution designed for the LEGO Company.  ...  The prototype system has been used to schedule 20 US-based LEGO retail outlets for a yearlong trial period and has achieved the following results: • Reduction of lost sale from 40% to 16%; • Increase in  ...  This eliminates methods such as mixed integer programming and similar other models [2] [3] up front as inefficient, and points to a preference for multi-agent systems, where number of orders and resources  ... 
doi:10.1109/snpd.2012.25 dblp:conf/snpd/MadsenSRT12 fatcat:umszxfsw2zaelcouk5rcrvurje

Multi-Agent System for Business Applications

Martin Tomášek
2015 Acta Electrotechnica et Informatica  
In this paper we describe a multi-agent system which implements distributed computational system.  ...  We propose a model of a general consumer buying behaviour application using general multi-agent system to examine its expressiveness.  ...  When it is a new user, customer is registered in the signed sales place as a new one. The sales data are then used during brokering process.  ... 
doi:10.15546/aeei-2015-0015 fatcat:s4uon7rvivcqtedke5yhkgsufy

Smart Agents in the Business Information System

Eman Abu Maria, Khulood Abu Maria, Mohammad Ahmad Alia
2019 ICIC Express Letters  
NetLogo is used to design, implement and test the proposed agent on the SOP system as a multi-agent simulation and programming language.  ...  Furthermore, there may be a systematic view of the intelligent agents, assuming that a decision is a process involving evaluation, cognitive-signal generation, and cognition-response.  ...  They introduced a multi-agent software architecture as a promising solution for tackling the diversity of problems related to construction such as industrial agent-based systems.  ... 
doi:10.24507/icicel.13.10.921 fatcat:pvpbnjhck5fqdeqnfbxld4wgki

Multi-Agent System Development and Application for Supply Chain Management Tasks

Darya Plinere, Ludmila Aleksejeva, Yuri Merkuryev
2021 Information Technology and Management Science  
The paper presents research on the development of a multi-agent system for supply chain management, focusing on the steps of developing a multi-agent system.  ...  The choice of each algorithm for agents is analysed and argued. The application of the developed multi-agent system for supply chain management is also described in the paper.  ...  A multi-agent system can offer improved supply chain processes.  ... 
doi:10.7250/itms-2021-0001 fatcat:5r6gb27e3bahxnvy5q2b7wzafy

MAREA – From an Agent Simulation Application to the Social Network Analysis

Dominik Vymětal, Roman Šperka
2014 Procedia Computer Science  
To conclude, MAREA is a software application with simulation possibilities, which can be used to present trading behavior of a company for decision support.  ...  The ERP system using the REA ontology approach is used as a measuring element in the application.  ...  Modeling and simulation using multi-agent systems (Agentbased modeling and simulation) can be seen as a new perspective of a system modeling, especially for decisionmaking support systems; e.g., Macal  ... 
doi:10.1016/j.procs.2014.08.198 fatcat:4gpwfu6lb5a3fe7pcxzw4ymyse

Collaborative vendor managed inventory model by using multi agent system and continuous review (r, Q) replenishment policy

Kusuma Daru, Meta Kallista
2022 Istrazivanja i projektovanja za privredu  
This model is developed based on the collaborative multi-agent system. The relationship between vendors and customers is many-to-many.  ...  In the vendor-managed inventory (VMI) system, the vendor takes over responsibility for managing customer inventory so that delivery is not based on the order but the customer's inventory condition.  ...  [32] developed a negotiation model in a multi-agent supply chain system.  ... 
doi:10.5937/jaes0-31532 fatcat:rd6zgr7cy5ap7kjuojbd6w6bwi

Intelligent and collaborative Multi-Agent System to generate and schedule production orders

Omar López-Ortega, Virgilio López-Morales, Israel Villar-Medina
2008 Journal of Intelligent Manufacturing  
The authors present a Multi-Agent System for constructing and releasing production orders.  ...  The FANN is embedded within a machine agent whose objective is to obtain the appropriate machine in order to comply with requirements coming from the sales department.  ...  The entire process is repeated every time the spy agent reads a new sales order in the EIA.  ... 
doi:10.1007/s10845-008-0119-z fatcat:xels2aaguzdyximyrtksedisi4

A multi-agent system to construct production orders by employing an expert system and a neural network

Omar López-Ortega, Israel Villar-Medina
2009 Expert systems with applications  
The authors describe the implementation of a multi-agent system, whose goal is to enhance production planning i.e. to improve the construction of production orders.  ...  To overcome this situation, we illustrate how an intelligent and collaborative multi-agent system (MAS) obtains a correct production order by coordinating two different techniques to emulate intelligence  ...  This process is repeated entirely every time the spy agent reads a new sales order.  ... 
doi:10.1016/j.eswa.2008.01.070 fatcat:ha2peqjfsnamvl522qsfrnppmi

A Multi-Agent System for Smart Coordination of Dynamic Supply Chains [chapter]

Ricardo J. Rabelo, Alexandra A. Pereira-Klen, Edmilson R. Klen
2002 IFIP Advances in Information and Communication Technology  
This paper describes a multi-agent decisio11 support system coiled Sd (Supply Cham Smart Coordmatiml) that aims at offering an mtegrated e11vironment to bener 111lJMge dynamic supply chams by covering  ...  the productiml, distribution and sales chams.  ...  THE SC 2 SYSTEM The SC 2 is a multi-agent-based decision support system that manages the distributed business process of a dynamic supply network by means of real-time monitoring and supervision activities  ... 
doi:10.1007/978-0-387-35585-6_41 fatcat:v47urmxvtvdh5gngk6bds4aejm

An Agent-Based Collaborative Model For Supply Chain Management Simulation

Carlos M. Viera, Ana Paula Barbosa-Povoa, Carlos Martinho
2012 ECMS 2012 Proceedings edited by: K. G. Troitzsch, M. Moehring, U. Lotzmann  
In this work, a multi-agent supply chain system (MASCS) model that integrates different SC processes is presented.  ...  In the literature review, due to their distinctive characteristics, multi-agent-based systems have emerged as one of the most adequate modelling tools for tackling various aspects of SC problems.  ...  After receiving orders, and in order to fill them, the requested Sales Agent (SA) needs to query the inventory position for the requested items.  ... 
doi:10.7148/2012-0318-0324 dblp:conf/ecms/VieiraBM12 fatcat:nzhk5o2a3fgtthygxb54dztxm4

A Multi-Agent Framework for Operation of a Smart Grid

Ruchi Gupta, Deependra Kumar Jha, Vinod Kumar Yadav, Sanjeev Kumar
2013 Energy and Power Engineering  
This paper presents the operation of a Multi-agent system (MAS) for the control of a smart grid.  ...  The paper demonstrates the use of a Multi-agent system to control the smart grid in a simulated environment.  ...  Multi-Agent Based Operation of Smart Grid Multi-Agent System A multi-agent system is a combination of several agents working in collaboration pursuing assigned tasks to achieve the overall goal of the  ... 
doi:10.4236/epe.2013.54b252 fatcat:mj5hzyajafhrjcgileaw7viibe

Design of Agent-Based Agricultural Product Quality Control System [chapter]

Yeping Zhu, Shijuan Li, Shengping Liu, E. Yue
2011 IFIP Advances in Information and Communication Technology  
By means of investigating its communication and cooperative mechanism, we design the agent-based universal system framework for quality control of agricultural product.  ...  In this study agent application and development method will be put forward.  ...  Dmytro Tykhonov et al described a kind of multi-agent imitation model for trust tracking game.  ... 
doi:10.1007/978-3-642-18333-1_56 fatcat:z52ynfap5fg7fle7bp7vumvyyu

A Strategy for Managing Complexity of the Global Market and Prototype Real-Time Scheduler for LEGO Supply Chain

Bjorn Madsen, George Rzevski, Petr Skobelev, Alexander Tsarev
2013 International Journal of Software Innovation  
The paper describes main features of a strategy for managing complexity of the global market and realtime scheduling multi-agent system designed for the LEGO Company.  ...  The prototype system has been used to schedule 20 US-based LEGO retail outlets for a yearlong trial period and has achieved the following results: • Reduction of lost sale from 40% to 16%; • Increase in  ...  Multi-Agent Technology Ltd (MATech) has created a blueprint for such a strategy and is making it available to its customers, including LEGO.  ... 
doi:10.4018/ijsi.2013040103 fatcat:altdizysqre7jbdskmvvfbia7q

A framework for service enterprise workflow simulation based on multi-agent cooperation

Fujun Yang, Weiming Shen, Wenan Tan, Hamada H. Ghenniwa
2010 2010 IEEE International Conference on Systems, Man and Cybernetics  
Yang, F.; Shen, W.; Tan, W.; Ghenniwa, H. http://www.nrc-cnrc.gc.ca/irc A fra m e w ork for se rvic e e nt e rprise w ork flow sim ula t ion ba se d on m ult i-a ge nt c oope ra t ion  ...  lang=fr Access and use of this website and the material on it are subject to the Terms and Conditions set forth at A framework for service enterprise workflow simulation based on multiagent cooperation  ...  In this paper, we propose a framework for service enterprise business process simulation based on multi-agent cooperation.  ... 
doi:10.1109/icsmc.2010.5641910 dblp:conf/smc/YangSTG10 fatcat:vjjsmjydprdfdoaoj4lox4djcy

Research of Enterprise Agile Intelligence Manufacture Technique

Sheng Liu, Jubao Qu, Junhong Pan
2011 Procedia Engineering  
For the characteristics of the modern production process, through the intelligent manufacturing systems research, the intelligent manufacturing system based on multi-Agent model, and solar power LED products  ...  , the manufacturing process, given the system characteristics, network implementation and system construction technology, and the realization of intelligent enterprise information system specific method  ...  For such a multi-agency, multi-event of conflict systems, each independent of the Agent are required in parallel to complete each individual target, in order to facilitate conflict resolution, thus completing  ... 
doi:10.1016/j.proeng.2011.08.554 fatcat:4gficixhu5ecldsx6llopck4rq
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