NDLI: A Scheduling Holon Modeling Method with Petri Net and its Optimization with a Novel PSO-GA Algorithm

Content Provider	IEEE Xplore Digital Library
Author	Fuqing Zhao Qiuyu Zhang Yahong Yang
Copyright Year	2006
Description	Author affiliation: Sch. of Comput. & Commun. Eng., Lanzhou Univ. of Technol., Gansu (Fuqing Zhao; Qiuyu Zhang)
Abstract	Holonic manufacturing systems (HMS) provide a flexible and decentralized manufacturing environment to accommodate changes dynamically. This paper presents a framework to model and control HMS based on Petri net and MAS theory. A time Petri net (TPN) model was proposed to achieve this goal. A TPN represents a set of established contracts among the agents in HMS to fulfil an order. A scheduling architecture which integrates TPN models and AI techniques is proposed. By introducing dynamic individuals into the reproducing pool randomly according to their fitness, a variable population-size genetic algorithm is presented to enhance the convergence speed of GA. Based on the novel GA and the particle swarm optimization (PSO) algorithms, a hybrid PSO-GA algorithm (HPGA) is also proposed in this paper. Simulation results show that the proposed method is effective for the optimization problems
Sponsorship	IEEE Beijing Section
Starting Page	1
Ending Page	6
File Size	6563166
Page Count	6
File Format	PDF
ISBN	142440164X
DOI	10.1109/CSCWD.2006.253036
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-05-03
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Optimization methods Scheduling algorithm Job shop scheduling Manufacturing systems Flexible manufacturing systems Contracts Artificial intelligence Genetic algorithms Convergence Particle swarm optimization genetic algorithms Holonic manufacturing system time Petri net particle swarm optimization
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

A Scheduling Holon Model with Time Petri Net and Its Solution With A Novel PSO-GA Algorithm

Scheduling optimization for FMS based on Petri net modeling and GA

A Hybrid Self-Adaptive Pso Algorithm and its Applications for Partner Selection in Holonic Manufacturing System (HMS)

An Improved Particle Swarm Optimization(PSO) Algorithm and Fuzzy Inference Systems Based Approach to Process Planning and Production Scheduling Integration in Holonic Manufacturing System (HMS)

An effective particle swarm optimization algorithm for flexible job-shop scheduling problem

A Novel Parallel Hybrid Algorithms for Job Shop Problem

Application of A Hybrid Particle Swarm Optimization Algorithm to Dynamic Holon Reconfiguring Problem

A Hybrid Particle Swarm Algorithm for Job Shop Scheduling Problems and its Convergence Analysis

Dynamic job-shop scheduling with urgent orders based on Petri net and GASA

A Scheduling Holon Modeling Method with Petri Net and its Optimization with a Novel PSO-GA Algorithm

Similar Documents

A Scheduling Holon Model with Time Petri Net and Its Solution With A Novel PSO-GA Algorithm

Scheduling optimization for FMS based on Petri net modeling and GA

A Hybrid Self-Adaptive Pso Algorithm and its Applications for Partner Selection in Holonic Manufacturing System (HMS)

An Improved Particle Swarm Optimization(PSO) Algorithm and Fuzzy Inference Systems Based Approach to Process Planning and Production Scheduling Integration in Holonic Manufacturing System (HMS)

An effective particle swarm optimization algorithm for flexible job-shop scheduling problem

A Novel Parallel Hybrid Algorithms for Job Shop Problem

Application of A Hybrid Particle Swarm Optimization Algorithm to Dynamic Holon Reconfiguring Problem

A Hybrid Particle Swarm Algorithm for Job Shop Scheduling Problems and its Convergence Analysis

Dynamic job-shop scheduling with urgent orders based on Petri net and GASA

A Scheduling Holon Modeling Method with Petri Net and its Optimization with a Novel PSO-GA Algorithm