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📁 智能优化算法论文集
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Clerc, M. The swarm and the queen: towards a deterministic and adaptive =
partic
le swarm optimization. Proceedings of the IEEE Congress on Evolutionary =
Comput
ation (CEC 1999), pp. 1951-1957, 1999  =
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Eberhart, R. C. and Shi, Y. Comparing inertia weigthts and constriction =
factor
s in particle swarm optimization. Proceedings of the IEEE Congress on =
Evolutio
nary Computation (CEC 2000), San Diego, CA. pp. 84-88, 2000 =
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)

Shi, Y. and Eberhart, R. C. Particle swarm optimization with fuzzy =
adaptive in
erita weight. Proceedings of the Workshop on Particle Swarm Optimization =
2001,
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A. Ratnaweera, S. Halgamuge, and H. Watson, =A1=B0Self-organizing =
hierarchical par
ticle swarm optimizer with time varying accelerating =
coefficients,=A1=B1IEEE Trans
. Evol. Comput., vol. 8, pp. 240=A8C255, Jun. 2004. =
(=B6=D4=BC=B8=B8=F6=B2=CE=CA=FD=D7=F6=C1=CB=CD=D8=D5=B9=D2=D4=BC=B0=B7=C7=
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# Kennedy, J. Small worlds and mega-minds: effects of neighborhood =
topology on
 particle swarm performance. Proceedings of IEEE Congress on =
Evolutionary Comp
utation (CEC 1999), Piscataway, NJ. pp. 1931-1938, 1999  =
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Suganthan, P. N. Particle swarm optimiser with neighbourhood operator. =
Proceed
ings of the IEEE Congress on Evolutionary Computation (CEC 1999), =
Piscataway,=20
NJ. pp. 1958-1962, 1999  (=D2=FD=C8=EB=C1=EC=D3=F2=CB=E3=D7=D3)

Kennedy, J. Stereotyping: improving particle swarm performance with =
cluster an
alysis. Proceedings of the IEEE Congress on Evolutionary Computation =
(CEC 2000
), San Diego, CA. pp. 1507-1512, 2000

Kennedy, J. and Mendes, R. Population structure and particle swarm =
performance
. Proceedings of the IEEE Congress on Evolutionary Computation (CEC =
2002), Hon
olulu, Hawaii USA. 2002

Krink, T., Vesterstroem, J. S., and Riget, J. Particle swarm =
optimisation with
 spatial particle extension. Proceedings of the IEEE Congress on =
Evolutionary=20
Computation (CEC 2002), Honolulu, Hawaii USA. 2002 =20

Janson, S. and Middendorf, M. A hierarchical particle swarm optimizer. =
Proceed
ings of IEEE Congress on Evolutionary Computation 2003 (CEC 2003), =
Canbella, A
ustralia. pp. 770-776, 2003  =
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)

Kennedy, J. and Mendes, R. Neighborhood topologies in fully-informed and =
best-
of-neighborhood particle swarms. Proceedings of the 2003 IEEE =
International Wo
rkshop on Soft Computing in Industrial Applications 2003 (SMCia/03), pp. =
45-50
, 2003

R. Mendes, J. Kennedy, and J. Neves, =A1=B0The fully informed particle =
swarm: Simp
ler, maybe better,=A1=B1 IEEE Trans. Evol. Comput., vol. 8, pp. =
204=A8C210, Jun. 200
4.  =
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=A2=D3=C3=C0=B4=B8=FC=D0=C2=D2=BB=B8=F6=C1=A3=D7=D3=B5=C4=D0=C5=CF=A2)

9)=B8=C4=BD=F8=D3=EB=B7=D6=CE=F6_=B6=E0=D1=F9=D0=D4=CC=E1=C9=FD=B7=BD=CF=F2=
:

Blackwell, T. M. and Bentley, P. J. Don't push me! collision-avoiding =
swarms.=20
Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2002), =
Honol
ulu, Hawaii USA. 2002 =20

Riget, J. and Vesterstroem, J. S. A diversity-guided particle swarm =
optimizer=20
- the ARPSO. Technical Report No. 2002-02. 2002. Dept. of Computer =
Science, Un
iversity of Aarhus, EVALife.

Peram, T., Veeramachaneni, K., and Mohan, C. K. Fitness-distance-ratio =
based p
article swarm optimization. Proceedings of the IEEE Swarm Intelligence =
Symposi
um 2003 (SIS 2003), Indianapolis, Indiana, USA. pp. 174-181, 2003

comments:=BA=DC=B6=E0=C6=E4=CB=FB=C0=E0=C0=EF=B5=C4paper=B6=BC=BF=C9=D2=D4=
=B9=E6=C0=E0=B5=BD=D5=E2=C0=B4.

10)=B8=C4=BD=F8=D3=EB=B7=D6=CE=F6_=BD=E1=BA=CF=C6=E4=CB=FB=CB=E3=B7=A8=CB=
=BC=CF=EB=B7=BD=CF=F2:
Angeline, P. J. Using selection to improve particle swarm optimization. =
Procee
dings of the IEEE Congress on Evolutionary Computation (CEC 1998), =
Anchorage,=20
Alaska, USA. 1998  =
(=BD=E8=BC=F8GA=C0=EF=B5=C4=D1=A1=D4=F1=D3=C5=D0=E3=C8=BE=C9=AB=CC=E5=CB=BC=
=CF=EB)

L?vbjerg, M., Rasmussen, T. K., and Krink, T. Hybrid particle swarm =
optimiser=20
with breeding and subpopulations. Proceedings of the Genetic and =
Evolutionary=20
Computation Conference 2001 (GECCO 2001), 2001 =20

# Higashi, N. and Iba, H. Particle swarm optimization with gaussian =
mutation.=20
Proceedings of the IEEE Swarm Intelligence Symposium 2003 (SIS 2003), =
Indianap
olis, Indiana, USA. pp. 72-79, 2003  =
(=CD=AC=D1=F9=D2=B2=CA=C7GA=C0=EF=B5=C4=CB=BC=CF=EB)

Y.X.Wang, Z.D.Zhao, R.Ren. Hybrid Particle swarm optimizer with tabu =
strategy.
 In submission. (=BD=FB=BC=C9=CB=D1=CB=F7=B5=C4=CB=BC=CF=EB)

# Juang, C.-F., "A hybrid of genetic algorithm and particle swarm =
optimization
 for recurrent network design," IEEE Transactions on Systems, Man, and =
Cuberne
tics - Part B: Cybernetics, vol. accepted 2003.

SHi, X., Lu, Y., Zhou, C., Lee, H., Lin, W., and Liang, Y. Hybrid =
evolutionary
 algorithms based on PSO and GA. Proceedings of IEEE Congress on =
Evolutionary=20
Computation 2003 (CEC 2003), Canbella, Australia. pp. 2393-2399, 2003

Stacey, A., Jancic, M., and Grundy, I. Particle swarm optimization with =
mutati
on. Proceedings of IEEE Congress on Evolutionary Computation 2003 (CEC =
2003),=20
Canbella, Australia. pp. 1425-1430, 2003  (GA also)

11)=B8=C4=BD=F8=D3=EB=B7=D6=CE=F6_=C6=E4=CB=FB
K. E. Parsopoulos, V. P. Plagianakos, G. D. Magoulas, and M. N. =
Vrahatis, =A1=B0St
retching technique for obtaining global minimizers through particle =
swarm opti
mization,=A1=B1 in Proc. Particle Swarm Optimization Workshop, =
Indianapolis, IN, 2
001, pp. 22=A8C29.(=B6=D4=C4=BF=B1=EA=BA=AF=CA=FD=B5=C4=B1=E4=BB=BB)

K.E. Parsopoulos, M.N. Vrahatis, On the computation of all global =
minimizers t
hrough particle swarm optimization. IEEE Trans. on Evolutionary =
Computation, 2
004,8(3):211-224. =
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=D7=EE=D3=C5,=C8=E7Nash=BE=F9=BA=E2=B5=E3)

=A1=AA, =A1=B0UPSO=A1=AAA unified particle swarm optimization =
scheme,=A1=B1 in Lecture Series=20
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)

Al-kazemi, B. and Mohan, C. K. Multi-phase generalization of the =
particle swar
m optimization algorithm. Proceedings of the IEEE Congress on =
Evolutionary Com
putation (CEC 2002), Honolulu, Hawaii USA. 2002  =
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Xie, X., Zhang, W., and Yang, Z. A dissipative particle swarm =
optimization. Pr
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Van den Bergh F, Engelbrecht A P. A Cooperative Approach to Particle =
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J. J. Liang, A. K. Qin, P. N. Suganthan and S. Baskar, "Comprehensive =
Learning
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Functions", IE
EE Trans. on Evolutionary Computation, Vol. 10, No. 3, pp. 281-295, June =
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comments:PSO=B5=C4=D3=A6=D3=C3=D2=D4=BC=B0=B8=C4=BD=F8=B7=BD=CF=F2=B2=A2=B2=
=BB=D6=B9=CE=D2=C1=D0=B3=F6=B5=C4=D5=E2=D0=A9,=B1=C8=C8=E7=B6=E0=C4=BF=B1=
=EA=D3=C5=BB=AF=D5=E2=C0=EF=BE=CD=C3=BB=D3=D0=B8=F8=B3=F6.
=B5=AB=D5=E2=D0=A9paper=D2=D1=BE=AD=D7=E3=B9=BB=C8=EB=C3=C5=C1=CB,=B8=F7=CE=
=BB=C8=E7=D3=D0=D0=CB=C8=A4=BF=C9=D2=D4=D7=D4=BC=BA=CB=D1=CB=F7.04=C4=EA=D6=
=AE=C7=B0=D2=BB=B8=F6=B1=C8=BD=CF=C8=AB=B5=C4bibliog
raphy=D4=DA<A href=3D"http://www.swarmintelligence.org/bibliography.php" =
target=3D_blank>http://www.swarmintelligence.org/bibliography.php</A>=BF=C9=
=D2=D4=D5=D2=B5=BD,=B4=F3=D4=BC300=B6=E0=C6=AA.



2.Websites:
<A href=3D"http://www.swarmintelligence.org/" =
target=3D_blank>http://www.swarmintelligence.org/</A>
<A href=3D"http://www.particleswarm.info/" =
target=3D_blank>http://www.particleswarm.info/</A>
<A href=3D"http://clerc.maurice.free.fr/pso/" =
target=3D_blank>http://clerc.maurice.free.fr/pso/</A>
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comments:=D5=E2=C8=FD=B8=F6=CD=F8=D5=BE=B9=D8=D3=DAPSO=B5=C4=D7=CA=D4=B4=B7=
=C7=B3=A3=B7=E1=B8=BB.=B5=DA3=B8=F6=CA=C7clerc=B4=F3=C4=C3=B5=C4,=C0=EF=C3=
=E6=B8=FC=C6=AB=D6=D8=B6=D4=CB=E3=B7=A8=CA=FD
=D1=A7=C9=CF=B5=C4=B7=D6=CE=F6.


3.Leading Journals and Confs:
Evolutionary Computation (MIT press)=20
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Neural Network
IEEE Transactions on Systems, Man, and Cubernetics Part:A,B

Genetic and Evolutionary Computation Conference (GECCO, ACM SIGEVO)
IEEE Congress on Evolutionary Computation(CEC)
Parallel Problem Solving from Nature (PPSN)


4.Homepages
<A href=3D"http://www.adaptivebox.net/research/" =
target=3D_blank>http://www.adaptivebox.net/research/</A> (Dr.Xiaofeng =
Xie, TSU)
<A href=3D"http://www.ntu.edu.sg/home/EPNSugan/" =
target=3D_blank>http://www.ntu.edu.sg/home/EPNSugan/</A> =
(Prof.Suganthan, NYU)
<A href=3D"http://goanna.cs.rmit.edu.au/~xiaodong/" =
target=3D_blank>http://goanna.cs.rmit.edu.au/~xiaodong/</A> (Prof. =
XiaoDong, RMIT)
<A href=3D"http://clerc.maurice.free.fr/" =
target=3D_blank>http://clerc.maurice.free.fr/</A> (Dr.Clerc, France =
Telecom, Strongly recommend)

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comments:=C9=CF=C3=E6=CA=C7=CE=D2=B3=A3=C8=A5=B5=C4=D2=BB=D0=A9page,=D6=F7=
=D2=AA=B5=C4PSO=D1=A7=D5=DF=D4=DA<A =
href=3D"http://www.particleswarm.info/p" =

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