Multi Agent Based Production Planning And Control

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Multi-Agent-Based Production Planning and Control

Jie Zhang
Multi Agent Based Production Planning and Control Book PDF

Author : Jie Zhang
Publisher : John Wiley & Sons
Page : 420 pages
File Size : 46,5 Mb
Release : 2017-08-28
Category : Technology & Engineering
ISBN : 9781118890066

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Multi-Agent-Based Production Planning and Control by Jie Zhang Pdf

At the crossroads of artificial intelligence, manufacturing engineering, operational research and industrial engineering and management, multi-agent based production planning and control is an intelligent and industrially crucial technology with increasing importance. This book provides a complete overview of multi-agent based methods for today’s competitive manufacturing environment, including the Job Shop Manufacturing and Re-entrant Manufacturing processes. In addition to the basic control and scheduling systems, the author also highlights advance research in numerical optimization methods and wireless sensor networks and their impact on intelligent production planning and control system operation. Enables students, researchers and engineers to understand the fundamentals and theories of multi-agent based production planning and control Written by an author with more than 20 years’ experience in studying and formulating a complete theoretical system in production planning technologies Fully illustrated throughout, the methods for production planning, scheduling and controlling are presented using experiments, numerical simulations and theoretical analysis Comprehensive and concise, Multi-Agent Based Production Planning and Control is aimed at the practicing engineer and graduate student in industrial engineering, operational research, and mechanical engineering. It is also a handy guide for advanced students in artificial intelligence and computer engineering.

Multi-Agent Based Beam Search for Real-Time Production Scheduling and Control

Shu Gang Kang,Shiu Hong Choi
Multi Agent Based Beam Search for Real Time Production Scheduling and Control Book PDF

Author : Shu Gang Kang,Shiu Hong Choi
Publisher : Springer Science & Business Media
Page : 136 pages
File Size : 49,9 Mb
Release : 2012-10-10
Category : Technology & Engineering
ISBN : 9781447145769

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Multi-Agent Based Beam Search for Real-Time Production Scheduling and Control by Shu Gang Kang,Shiu Hong Choi Pdf

The Multi-Agent Based Beam Search (MABBS) method systematically integrates four major requirements of manufacturing production - representation capability, solution quality, computation efficiency, and implementation difficulty - within a unified framework to deal with the many challenges of complex real-world production planning and scheduling problems. Multi-agent Based Beam Search for Real-time Production Scheduling and Control introduces this method, together with its software implementation and industrial applications. This book connects academic research with industrial practice, and develops a practical solution to production planning and scheduling problems. To simplify implementation, a reusable software platform is developed to build the MABBS method into a generic computation engine. This engine is integrated with a script language, called the Embedded Extensible Application Script Language (EXASL), to provide a flexible and straightforward approach to representing complex real-world problems. Adopting an in-depth yet engaging and clear approach, and avoiding confusing or complicated mathematics and formulas, this book presents simple heuristics and a user-friendly software platform for system modelling. The supporting industrial case studies provide key information for students, lecturers, and industry practitioners alike. Multi-agent Based Beam Search for Real-time Production Scheduling and Control offers insights into the complex nature of and a practical total solution to production planning and scheduling, and inspires further research and practice in this promising research area.

Multi-Agent-Based Production Planning and Control

Jie Zhang
Multi Agent Based Production Planning and Control Book PDF

Author : Jie Zhang
Publisher : John Wiley & Sons
Page : 440 pages
File Size : 49,8 Mb
Release : 2017-05-15
Category : Technology & Engineering
ISBN : 9781118890080

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Multi-Agent-Based Production Planning and Control by Jie Zhang Pdf

At the crossroads of artificial intelligence, manufacturing engineering, operational research and industrial engineering and management, multi-agent based production planning and control is an intelligent and industrially crucial technology with increasing importance. This book provides a complete overview of multi-agent based methods for today’s competitive manufacturing environment, including the Job Shop Manufacturing and Re-entrant Manufacturing processes. In addition to the basic control and scheduling systems, the author also highlights advance research in numerical optimization methods and wireless sensor networks and their impact on intelligent production planning and control system operation. Enables students, researchers and engineers to understand the fundamentals and theories of multi-agent based production planning and control Written by an author with more than 20 years’ experience in studying and formulating a complete theoretical system in production planning technologies Fully illustrated throughout, the methods for production planning, scheduling and controlling are presented using experiments, numerical simulations and theoretical analysis Comprehensive and concise, Multi-Agent Based Production Planning and Control is aimed at the practicing engineer and graduate student in industrial engineering, operational research, and mechanical engineering. It is also a handy guide for advanced students in artificial intelligence and computer engineering.

Production and Manufacturing System Management: Coordination Approaches and Multi-Site Planning

Renna, Paolo
Production and Manufacturing System Management Coordination Approaches and Multi Site Planning Book PDF

Author : Renna, Paolo
Publisher : IGI Global
Page : 376 pages
File Size : 54,7 Mb
Release : 2012-09-30
Category : Business & Economics
ISBN : 9781466620995

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Production and Manufacturing System Management: Coordination Approaches and Multi-Site Planning by Renna, Paolo Pdf

"This book presents relevant theoretical frameworks and most recent research findings in this area, providing significant theories for research students and scholars to carry out their continuous research as well as practitioners who aim to improve upon their understanding of distributed production planning"--

Multiagent Systems for Manufacturing Control

Stefan Bussmann,Nicolas R. Jennings,Michael Wooldridge
Multiagent Systems for Manufacturing Control Book PDF

Author : Stefan Bussmann,Nicolas R. Jennings,Michael Wooldridge
Publisher : Springer Science & Business Media
Page : 298 pages
File Size : 50,6 Mb
Release : 2013-03-09
Category : Technology & Engineering
ISBN : 9783662088722

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Multiagent Systems for Manufacturing Control by Stefan Bussmann,Nicolas R. Jennings,Michael Wooldridge Pdf

Presents a methodology developed by DaimlerChrysler. Illustrates the methodology through detailed case studies.

Agent-Based Manufacturing and Control Systems

Massimo Paolucci,Roberto Sacile
Agent Based Manufacturing and Control Systems Book PDF

Author : Massimo Paolucci,Roberto Sacile
Publisher : CRC Press
Page : 288 pages
File Size : 49,7 Mb
Release : 2004-10-28
Category : Business & Economics
ISBN : 9780203492666

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Agent-Based Manufacturing and Control Systems by Massimo Paolucci,Roberto Sacile Pdf

Traditional manufacturing systems rely upon centralized, hierarchical systems that are not responsive enough to the increasing demand for mass customization. Decentralized, or heterarchical, management systems using autonomous agents promise to nullify the limitations of previous solutions. Agent-Based Manufacturing and Control Systems: New

Agent Based Approach For Supply Chain Management

Dr. M S Uppin
Agent Based Approach For Supply Chain Management Book PDF

Author : Dr. M S Uppin
Publisher : Notion Press
Page : 226 pages
File Size : 40,8 Mb
Release : 2018-05-25
Category : Technology & Engineering
ISBN : 9781642494846

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Agent Based Approach For Supply Chain Management by Dr. M S Uppin Pdf

The book is concerned with the application of basic concepts of Agent-based technology for the flow of information between various components of the supply chain formed for a manufacturing organization with following objectives: • Identifying issues related to sharing information as the most critical factor in supply chain activities • Addressing problems associated with sharing information both within and between different organizations • Sharing effective information by formulating an agent-based framework for supply chain management activities • To enhance the effectiveness of Supply chain management activities

Innovation Manufacturing and Engineering Management

Yu Hang Yang,Yan Ma
Innovation Manufacturing and Engineering Management Book PDF

Author : Yu Hang Yang,Yan Ma
Publisher : Trans Tech Publications Ltd
Page : 277 pages
File Size : 44,7 Mb
Release : 2011-08-16
Category : Technology & Engineering
ISBN : 9783038136385

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Innovation Manufacturing and Engineering Management by Yu Hang Yang,Yan Ma Pdf

Volume is indexed by Thomson Reuters CPCI-S (WoS). The main themes and trends covered by this volume are Manufacturing Technology and Applications and Innovation Engineering Management. Both inward-looking research (core areas of Materials and Manufacturing Technology) and outward-looking research (multi-disciplinary, inter-disciplinary and applications) are reviewed. The work will provide invaluable guidance to those interested in these subjects.

Multiagent Engineering

Stefan Kirn,Otthein Herzog,Peter Lockemann,Otto Spaniol
Multiagent Engineering Book PDF

Author : Stefan Kirn,Otthein Herzog,Peter Lockemann,Otto Spaniol
Publisher : Springer Science & Business Media
Page : 618 pages
File Size : 43,6 Mb
Release : 2006-08-10
Category : Computers
ISBN : 9783540320623

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Multiagent Engineering by Stefan Kirn,Otthein Herzog,Peter Lockemann,Otto Spaniol Pdf

This book gives detailed descriptions of the development of two large scale multiagent systems: Agent.Hospital and Agent.Enterprise. These two systems have been developed in close cooperation with more than 20 enterprises and hospitals. They demonstrate clearly that multiagent technology has a great potential for innovative information systems, if a high degree of flexibility of the overall systems is required, e.g. because human actors and technical systems exhibit a great degree of local autonomy, or if the work environment is highly dynamic.

Decentralized Scheduling of Discrete Production Systems with Limited Buffers

Zimmermann, Olaf
Decentralized Scheduling of Discrete Production Systems with Limited Buffers Book PDF

Author : Zimmermann, Olaf
Publisher : KIT Scientific Publishing
Page : 208 pages
File Size : 52,5 Mb
Release : 2023-06-05
Category : Electronic
ISBN : 9783731512929

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Decentralized Scheduling of Discrete Production Systems with Limited Buffers by Zimmermann, Olaf Pdf

Modern production systems have become more flexible and agile. For them, a suitable control and planning method is needed. Agent-based systems offer the required characteristics. The contributions of these work are a remodeling of the Shifting Bottleneck heuristic to include limited buffers, the development of a decentralized multi-agent system for production planning, and the adaptation of the heuristic to the agent system. It concludes with evaluations of real-world production systems.

Changeable and Reconfigurable Manufacturing Systems

Hoda A. ElMaraghy
Changeable and Reconfigurable Manufacturing Systems Book PDF

Author : Hoda A. ElMaraghy
Publisher : Springer Science & Business Media
Page : 414 pages
File Size : 43,6 Mb
Release : 2008-11-23
Category : Technology & Engineering
ISBN : 9781848820678

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Changeable and Reconfigurable Manufacturing Systems by Hoda A. ElMaraghy Pdf

“Changeable and Reconfigurable Manufacturing Systems” discusses key strategies for success in the changing manufacturing environment. Changes can often be anticipated but some go beyond the design range, requiring innovative change enablers and adaptation mechanisms. The book presents the new concept of Changeability as an umbrella framework that encompasses paradigms such as agility, adaptability, flexibility and reconfigurability. It provides the definitions and classification of key terms in this new field, and emphasizes the required physical/hard and logical/soft change enablers. The book presents cutting edge technologies and the latest research, as well as future directions to help manufacturers stay competitive. It contains original contributions and results from senior international experts, together with industrial applications. The book serves as a comprehensive reference for professional engineers, managers, and academics in manufacturing, industrial and mechanical engineering.

Cooperative Control of Distributed Multi-Agent Systems

Jeff Shamma
Cooperative Control of Distributed Multi Agent Systems Book PDF

Author : Jeff Shamma
Publisher : John Wiley & Sons
Page : 452 pages
File Size : 51,5 Mb
Release : 2008-02-28
Category : Science
ISBN : 0470724196

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Cooperative Control of Distributed Multi-Agent Systems by Jeff Shamma Pdf

The paradigm of ‘multi-agent’ cooperative control is the challenge frontier for new control system application domains, and as a research area it has experienced a considerable increase in activity in recent years. This volume, the result of a UCLA collaborative project with Caltech, Cornell and MIT, presents cutting edge results in terms of the “dimensions” of cooperative control from leading researchers worldwide. This dimensional decomposition allows the reader to assess the multi-faceted landscape of cooperative control. Cooperative Control of Distributed Multi-Agent Systems is organized into four main themes, or dimensions, of cooperative control: distributed control and computation, adversarial interactions, uncertain evolution and complexity management. The military application of autonomous vehicles systems or multiple unmanned vehicles is primarily targeted; however much of the material is relevant to a broader range of multi-agent systems including cooperative robotics, distributed computing, sensor networks and data network congestion control. Cooperative Control of Distributed Multi-Agent Systems offers the reader an organized presentation of a variety of recent research advances, supporting software and experimental data on the resolution of the cooperative control problem. It will appeal to senior academics, researchers and graduate students as well as engineers working in the areas of cooperative systems, control and optimization.

Agent-Based Manufacturing

S.M. Deen
Agent Based Manufacturing Book PDF

Author : S.M. Deen
Publisher : Springer Science & Business Media
Page : 326 pages
File Size : 51,7 Mb
Release : 2013-04-17
Category : Computers
ISBN : 9783662056240

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Agent-Based Manufacturing by S.M. Deen Pdf

Low-volume high-variety products like personalized cars or customized engines will be the key issues for manufacturing in the 21st century. The necessary control technology is based on the concept of holons, which are the units of production and behave as autonomous and cooperative agents, providing flexibility, adaptability, agility, and dynamic reconfigurability. This book presents the latest research results in agent-based manufacturing as carried out by researchers in academia and industry within the international "Holonic Manufacturing Systems" project. As this project was driven by industry, the results presented here are of vital interest not just to researchers in agent technologies or distributed artificial intelligence, but also to engineers and professionals in industry who have to respond to rapid changes and new demands in production.

Holonic and Multi-Agent Systems for Manufacturing

Vladimír Mařík,Pavel Vrba,Paulo Leitão
Holonic and Multi Agent Systems for Manufacturing Book PDF

Author : Vladimír Mařík,Pavel Vrba,Paulo Leitão
Publisher : Springer
Page : 267 pages
File Size : 41,6 Mb
Release : 2011-08-19
Category : Computers
ISBN : 9783642231810

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Holonic and Multi-Agent Systems for Manufacturing by Vladimír Mařík,Pavel Vrba,Paulo Leitão Pdf

This book constitutes the refereed proceedings of the 5th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2011, held in Toulouse, France, August 29-31, 2011. The 25 revised full papers presented were carefully reviewed and selected from 36 submissions. The papers are organized in topical sections on industrial agents, simulation and modelling, planning and scheduling, smart technical systems, and MAS for unmanned aerial vehicles.

Agent-Based Optimization

Ireneusz Czarnowski,Piotr Jędrzejowicz,Janusz Kacprzyk
Agent Based Optimization Book PDF

Author : Ireneusz Czarnowski,Piotr Jędrzejowicz,Janusz Kacprzyk
Publisher : Springer
Page : 208 pages
File Size : 54,8 Mb
Release : 2012-12-14
Category : Technology & Engineering
ISBN : 9783642340970

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Agent-Based Optimization by Ireneusz Czarnowski,Piotr Jędrzejowicz,Janusz Kacprzyk Pdf

This volume presents a collection of original research works by leading specialists focusing on novel and promising approaches in which the multi-agent system paradigm is used to support, enhance or replace traditional approaches to solving difficult optimization problems. The editors have invited several well-known specialists to present their solutions, tools, and models falling under the common denominator of the agent-based optimization. The book consists of eight chapters covering examples of application of the multi-agent paradigm and respective customized tools to solve difficult optimization problems arising in different areas such as machine learning, scheduling, transportation and, more generally, distributed and cooperative problem solving.