partical swarm optimization
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Featured in this issue
Particle Swarm OptimizationYuhui Shi
VOLUME 2, Number 1 ISSN 1543-4281 February 2004
The search process of a PSO algorithm should be a process
consisted of both contraction and expansion so that it could have the ability to escape from local minima, and eventually find good enough solutions.
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Pr e si d en t sM e s s a g e
J a c ek M.Z ur a d a
U ni v er s i t y of L o ui s v i l l e
ALSO IN THIS ISSUEPresident’s Message 1
Society Briefs 3
Conference Report 5
Research Frontier 6
Successful Story 7
Conference Calendar 14
Upcoming Special Issues 15
Membership Promotion 16
Jacek M. Zurada
Bogdan M. Wilamowski, Piero P. Bonissone
CEC 2003: Bob McKay
Eugene M. Izhikevich
Page 8
A New Era:Neural Netwoks Society BecomesComputational Intelligence Society
At its meeting in Savannah, Georgiaon February 14th, the IEEE Technical
Activities Board voted overwhelmingly infavor of the Neural Networks Society'smotion to change its name to theCOMPUTATIONAL INTELLIGENCESOCIETY. To become official, the nameneeds to be approved by the Board ofDirectors which is expected to meet onJune 20, 2004. As many of you mayremember, the motion to change NNS'sname originated with the unanimous res-olution adopted by the ADCOM at itsmeeting in Washington, DC lastNovember. Effective fall 2004 uponapproval, only the new name of theSociety will be featured in our promotion-al flyers, on the periodicals' front covers,
and in the renewal materials.
I'm sure you are delighted with thechange! The new name is more descrip-tive and inclusive than the old one whichonly covered a fraction of the Society'sscope. In the new name of ComputationalIntelligence we have encompassed tech-nologies of neural networks, fuzzy sys-
tems, evolutionary computations, andother biologically and linguistically moti-vated computational paradigms. With thechange, the profile of our publicationsand conference efforts, which includesuch events as the World Congress on
Computational Intelligence, will be moreappropriately labeled and represented.
As a part of its mission, the Society isalso promoting activities in emergingfields such as data mining, bio-informat-ics, computational finance, computationalneuroscience, autonomous mental devel-opment, intelligent systems applications
and other related areas. Activities in alltechnical areas are coordinated by one ofthe Society's eight Technical Committees(TC): Neural Networks, Fuzzy Systems,Evolutionary Computation, EmergentTechnologies, Financial Engineering,
Bioinformatics and Bioengineering,Intelligent Systems Applications, andAutonomous Mental Development.
The Society highly encourages itsmembers to participate in its TCs, whichserve as forums for the exchange of valu-able technical information, the dissemi-nation of ideas and the initiation of newtopical trends. It is at this level of involve-ment where ideas and topics are incubat-ed for special sessions of conferences,new workshops and seminars, and spe-cial issues of our journals. Accordingly,our existing TCs will benefit from newmembers, new insights, and new initia-tives. Your involvement can really make a
difference for the Society, and pleaseremember that we are all volunteers ded-icated to the promotion of the excitingfield of the computational intelligence. Dr.Gary Yen, VP for Technical Activities([email protected] ), or one of the TCChairs would be delighted to hear fromyou if you plan to get involved.
www.ieee-nns.org
The Newsletter of the IEEE Neural Networks Society
Gary B. Fogel
Okyay Kaynak
Xin Yao
Vincenzo Piuri
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The NNS offers its members an amazingrange of technical involvement. It publish-es three Transactions as well as the NNSNewsletter, organizes three Conferencesand when the need arises, it offers special-ized conferences, symposia and work-shops. The intellectual property that theSociety has created and continually pro-duces is of both impressive quality and
quantity. The NNS also supports educa-tional opportunities for its members throughits multimedia tutorials program, and thestudent travel grants and summer researchprograms. Other activities include spon-sorship of the Distinguished LecturerProgram, Technical Field Awards, BestPaper Awards, Pioneer Awards, andMeritorious Service Award. The Society'snewest project offers special opportunitiesfor women in computational intelligence.All of our members are invited to take fulladvantage of these attractive opportunities.
New activities can also be initiated with-in the local territorial entities of our Society
called Chapters. To become involved in aChapter, a member needs to contact theappropriate regional Chapter Chair. If noChapter has been established in your area,you may create one by collecting 12 signa-tures of existing NNS members and con-tacting Dr. Vin Piuri, VP for Membership, [email protected] .
Our members are not only encouragedto involve themselves in work within the
Technical Committees, or Chapters. TheSociety also needs more volunteers to runits business. We need people for ourStanding Committees, such as Education,Multimedia Tutorials, Standards and othercommittees. In addition, as is the case ofother IEEE entities, the Neural NetworksSociety also elects its governing bodycalled Administrative Committee
(ADCOM). This year's election to theADCOM will again be held in September. Istrongly encourage you to vote in the elec-tions. The ballot will include names of can-didates put forward by the NNS NominationCommittee. However, your name can alsobe added to the voting ballot after a petitionwith 15 supporting signatures of NNSmembers is submitted to the President byAugust 1 this year.
As you can see, the Society offers all itsmembers opportunities to get involved,active and participating at the technicallevel or in our self-governance. We needyour support, time and talent, and I am
eagerly awaiting your participation in ourSociety, your contribution to the field, andthe further advancement of the society as awhole. For more information, please checkour website at www.ieee-nns.org, checkthis Newsletter, or contact a Society Officeror Committee/Chapter chair. Last but notleast, I would appreciate your comments,suggestions or questions directed to me at
Executive Officers
President : JACEK M. ZURADA, Univ. of LouisvillePast President : EVANGELIA MICHELI-TZANAKOU, Rutgers
Univ.Vice President - Conferences : OKYAY KAYNAK,
Bogazici Univ.Vice President - Finance : BOGDAN (DAN) M.
WILAMOWSKI, Auburn UniversityVice President - Membership : VINCENZO PIURI, Univ.
of Milan
Vice President - Publications : DAVID B. FOGEL, NaturalSelection, Inc.
Vice President - Technical : GARY YEN, OklahomaState Univ.
Vice President - Finance Elect : PIERO P. BONISSONE,General Electric Co.
Secretary : GLENNA HABERZETLE, Univ. of Louisville
Editors
Transactions on Evolutionary Computation : XIN YAO,Univ. of Birmingham
Transactions on Fuzzy Systems : JIM KELLER, Univ. ofMissouri-Columbia
Transactions on Neural Networks : MARIOS
POLYCARPOU, Univ. of CyprusNNS Web Page : TOMASZ CHOLEWO, Lexmark
International Inc.NNS Newsletter : GARY G. YEN, Oklahoma State Univ.
Technical Committees
Bioinformatics : GARY B. FOGEL, Natural Selection, Inc.Evolutionary Computation : GARRISON GREENWOOD,
Portland State Univ.Financial Engineering : (VACANT)Fuzzy Systems : JERRY M. MENDEL, Univ. of Southern
CaliforniaIntelligent Systems Applications : PAUL WERBOS,
National Science FoundationNeural Networks : DELIANG WANG, Ohio State Univ.Emergent Technologies : LIPO WANG, Nanyang
Technological Univ.Autonomous Mental Development : JUYANG (JOHN)
WENG, Michigan State Univ.
Standing Committees
Awards : ENRIQUE H. RUSPINI, SRI International
Constitution & Bylaws : PIERO P. BONISSONE, GeneralElectric Co.Distinguished Lecturers : TOSHIO FUKUDA, Nagoya
Univ.Educational Activities : SLAWO WESOLKOWSKI, Univ. of
WaterlooFellows : PIERO P. BONISSONE, General Electric Co.Multimedia Tutorial : JENNIE SI, Arizona State Univ.Nominations and Appointments : EVANGELIA MICHELI-
TZANAKOU, Rutgers Univ.Standards : ENRIQUE H. RUSIPINI, SRI InternationalTAB Periodicals and TAB Periodicals Review : PIERO
P. BONISSONE, General Electric Co. & EVANGELIA
MICHELI-TZANAKOU, Rutgers Univ.TAB Products : PIERO P. BONISSONE, General Electric
Co.Women in Computational Intelligence : BERNADETTE
BOUCHON-MEUNIER, Pierre & Marie Curie Univ.
coNNectionS Newsletter
IEEE coNNectionS (ISSN 1543-4281) is published quarterly by the IEEE Neural Networks Society. Headquartersaddress: 3 Park Avenue, 17th Floor, New York, NY 10016-5997. The cost is free for each member of the Society.IEEE Customer Service: 1-800-678-IEEE (USA and Canada), 732-981-1393 (outside USA and Canada), FAX732-981-0027. © 2003 IEEE. Information contained in this newsletter may be copied with permission provided that copies arenot made or distributed for direct commercial advantage, the title of the publication and its date appear on eachcopy, and 2 copies of your publication are sent to the Editor for reference purposes. Periodicals postage paid atNew York, NY and at additional mailing offices. Postmaster: Send Address changes to IEEE Neural NetworksSociety Newsletter, IEEE, 445 Hoes Lane, Piscataway, NJ 08855. Printed in the U.S.A.
Newsletter Editor: GARY G. YEN
Oklahoma StateUniversitySchool of Electrical andComputer EngineeringStillwater, OK74078-5032, USA(Phone) +1-405-744-7743(Fax) [email protected]
Assistant Editor: MICHEL L. GOLDSTEIN
Oklahoma StateUniversitySchool of Electrical andComputer EngineeringStillwater, OK74078-5032, USA(Phone) +1-405-744-6511(Fax) [email protected]
...the place to be!
Broader horizons...
2 IEEE Neural Networks Society February 2004