NDLI: Method cooperation in optimization process

Content Provider	IEEE Xplore Digital Library
Author	Krupka, Z. Stefek, A.
Copyright Year	2010
Description	Author affiliation: University of Defence/Faculty of Military Technology, Brno, Czech Republic (Krupka, Z.; Stefek, A.)
Abstract	This paper describes some ideas for method cooperation in optimization. Many methods for optimization have problems in some cases. Usually those problems don't persist if we will change method. We wanted to show how methods can be forced to cooperate in solving optimization problem. As one method we will use Particle Swarm optimization (PSO) method [1]. This method can get stuck in local minimum. There are improvements of this method like Repulsive Particle Swarm optimization method (RPSO). Basic PSO is working with “best known solution”. This solution is usually found by particles from swarm but it can be injected by external cognition. We will present how the system for optimization can be designed as an open system. This design can accept any method that will be coded in future. The open system will be able to accept different methods and use them as solvers. Designed open system has subsystem which is mastering set of optimization methods (mentioned PSO, random shooter, etc.). Those methods are working together like multiagent system. The cooperation of agents-methods can combine advantages and eliminate disadvantages of individual methods.
Starting Page	21
Ending Page	23
File Size	156486
Page Count	3
File Format	PDF
ISBN	9781424479627
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-06-02
Publisher Place	Slovakia
Access Restriction	Subscribed
Rights Holder	University of Trencin
Subject Keyword	Multiagent systems Optimization methods Genetic programming Open systems Cognition State-space methods History Open system Particle swarm optimization Equations Optimization process Design 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

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