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1

Bio-inspired computation: Where we stand and what's next

Del Ser, Javier, Osaba, Eneko, Molina, Daniel, Yang, Xin-She, Salcedo-Sanz, Sancho, Camacho, David, Das, Swagatam, Suganthan, Ponnuthurai N., Coello Coello, Carlos A., Herrera, Francisco

Journal:

Swarm and Evolutionary Computation

Year:

2019

Language:

english

File:

PDF, 1.36 MB

english, 2019

2

Optimal power flow solutions using differential evolution algorithm integrated with effective constraint handling techniques

Biswas, Partha P., Suganthan, P.N., Mallipeddi, R., Amaratunga, Gehan A.J.

Journal:

Engineering Applications of Artificial Intelligence

Year:

2018

Language:

english

File:

PDF, 1.81 MB

english, 2018

3

Differential Evolution: A Survey of the State-of-the-Art

Das, S., Suganthan, P.N.

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2011

Language:

english

File:

PDF, 873 KB

english, 2011

4

Comprehensive learning particle swarm optimizer for global optimization of multimodal functions

Liang, J.J., Qin, A.K., Suganthan, P.N., Baskar, S.

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2006

Language:

english

File:

PDF, 1.23 MB

english, 2006

5

Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization

Qin, A.K., Huang, V.L., Suganthan, P.N.

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2009

Language:

english

File:

PDF, 1.61 MB

english, 2009

6

[IEEE 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005. - Pasadena, CA, USA (June 8-10, 2005)] Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005. - Dynamic multi-swarm particle swarm optimizer

Liang, J.J., Suganthan, P.N.

Year:

2005

Language:

english

File:

PDF, 382 KB

english, 2005

7

Comprehensive learning particle swarm optimizer for solving multiobjective optimization problems

V.L. Huang, P.N. Suganthan, J.J. Liang

Journal:

International Journal of Intelligent Systems

Year:

2006

Language:

english

File:

PDF, 263 KB

english, 2006

8

[Advances in Intelligent Systems and Computing] Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems Volume 289 ||

Zelinka, Ivan, Suganthan, Ponnuthurai Nagaratnam, Chen, Guanrong, Snasel, Vaclav, Abraham, Ajith, Rössler, Otto

Year:

2014

Language:

english

File:

PDF, 32.82 MB

english, 2014

9

[Algorithms for Intelligent Systems] Cybernetics, Cognition and Machine Learning Applications (Proceedings of ICCCMLA 2019) ||

Gunjan, Vinit Kumar, Suganthan, P. N., Haase, Jan, Kumar, Amit, Raman, Balasubramanian

Year:

2020

File:

PDF, 10.34 MB

2020

10

Multiobjective evolutionary algorithms: A survey of the state of the art

Aimin Zhou, Bo-Yang Qu, Hui Li, Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Qingfu Zhang

Journal:

Swarm and Evolutionary Computation

Year:

2011

Language:

english

File:

PDF, 361 KB

english, 2011

11

Ensemble of Constraint Handling Techniques

Mallipeddi, R., Suganthan, P.N.

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2010

Language:

english

File:

PDF, 673 KB

english, 2010

12

An Adaptive Differential Evolution Algorithm With Novel Mutation and Crossover Strategies for Global Numerical Optimization

Islam, S.M., Das, S., Ghosh, S., Roy, S., Suganthan, P.N.

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

2012

Language:

english

File:

PDF, 1.47 MB

english, 2012

13

Real-parameter evolutionary multimodal optimization — A survey of the state-of-the-art

Swagatam Das, Sayan Maity, Bo-Yang Qu, P.N. Suganthan

Journal:

Swarm and Evolutionary Computation

Year:

2011

Language:

english

File:

PDF, 355 KB

english, 2011

14

Ensemble methods for wind and solar power forecasting—A state-of-the-art review

Ren, Ye, Suganthan, P.N., Srikanth, N.

Journal:

Renewable and Sustainable Energy Reviews

Year:

2015

Language:

english

File:

PDF, 444 KB

english, 2015

15

Learning parameters for object recognition by the self-organizing Hopfield network

Dinesh P. Mital, Eam Khwang Teoh, P.N. Suganthan

Journal:

Journal of Network and Computer Applications

Year:

1996

Language:

english

File:

PDF, 258 KB

english, 1996

16

Enhanced neural gas network for prototype-based clustering

A.K. Qin, P.N. Suganthan

Journal:

Pattern Recognition

Year:

2005

Language:

english

File:

PDF, 380 KB

english, 2005

17

Design of Yagi-Uda antennas using comprehensive learning particle swarm optimisation

Baskar, S., Alphones, A., Suganthan, P.N., Liang, J.J.

Journal:

IEE Proceedings - Microwaves Antennas and Propagation

Year:

2005

Language:

english

File:

PDF, 193 KB

english, 2005

18

Survey of the prevalence of immunization non-compliance due to needle fears in children and adults

Anna Taddio, Moshe Ipp, Suganthan Thivakaran, Ali Jamal, Chaitya Parikh, Sarah Smart, Julia Sovran, Derek Stephens, Joel Katz

Journal:

Year:

2012

Language:

english

File:

PDF, 214 KB

english, 2012

19

A Distance-Based Locally Informed Particle Swarm Model for Multimodal Optimization

Qu, B. Y., Suganthan, Ponnuthurai Nagaratnam, Das, Swagatam

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2013

Language:

english

File:

PDF, 6.21 MB

english, 2013

20

Design of Non-Uniform Circular Antenna Arrays Using a Modified Invasive Weed Optimization Algorithm

Roy, Gourab Ghosh, Das, Swagatam, Chakraborty, Prithwish, Suganthan, Ponnuthurai N.

Journal:

IEEE Transactions on Antennas and Propagation

Year:

2011

Language:

english

File:

PDF, 1.12 MB

english, 2011

21

[Lecture Notes in Computer Science] Swarm, Evolutionary, and Memetic Computing Volume 7076 || Detection of Disease Using Block-Based Unsupervised Natural Plant Leaf Color Image Segmentation

Panigrahi, Bijaya Ketan, Suganthan, Ponnuthurai Nagaratnam, Das, Swagatam, Satapathy, Suresh Chandra

Year:

2011

Language:

english

File:

PDF, 434 KB

english, 2011

22

[IEEE Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. - Cambridge, UK (2004.08.26-2004.08.26)] Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. - Kernel neural gas algorithms with application to cluster analysis

Qin, A.K., Suganthan, P.N.

Year:

2004

Language:

english

File:

PDF, 330 KB

english, 2004

23

[IEEE 2014 IEEE Symposium on Computational Intelligence in Ensemble Learning (CIEL) - Orlando, FL, USA (2014.12.9-2014.12.12)] 2014 IEEE Symposium on Computational Intelligence in Ensemble Learning (CIEL) - Ensemble deep learning for regression and time series forecasting

Qiu, Xueheng, Zhang, Le, Ren, Ye, Suganthan, P., Amaratunga, Gehan

Year:

2014

Language:

english

File:

PDF, 729 KB

english, 2014

24

Computational intelligence in sports: Challenges and opportunities within a new research domain

Fister, Iztok, Ljubič, Karin, Suganthan, Ponnuthurai Nagaratnam, Perc, Matjaž, Fister, Iztok

Journal:

Applied Mathematics and Computation

Year:

2015

Language:

english

File:

PDF, 849 KB

english, 2015

25

[Lecture Notes in Computer Science] Swarm, Evolutionary, and Memetic Computing Volume 8297 || Design of Non-uniformly Weighted and Spaced Circular Antenna Arrays with Reduced Side Lobe Level and First Null Beamwidth Using Seeker Optimization Algorithm

Panigrahi, Bijaya Ketan, Suganthan, Ponnuthurai Nagaratnam, Das, Swagatam, Dash, Shubhransu Sekhar

Year:

2013

Language:

english

File:

PDF, 263 KB

english, 2013

26

Development of CAD models from sketches: a case study for automotive applications

Vignesh, R, Suganthan, R, Prakasan, K

Journal:

Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering

Year:

2007

Language:

english

File:

PDF, 931 KB

english, 2007

27

[Lecture Notes in Computer Science] Swarm, Evolutionary, and Memetic Computing Volume 8947 || Hybrid Particle Swarm Optimization Algorithm and Firefly Algorithm Based Combined Economic and Emission Dispatch Including Valve Point Effect

Panigrahi, Bijaya Ketan, Suganthan, Ponnuthurai Nagaratnam, Das, Swagatam

Year:

2015

Language:

english

File:

PDF, 139 KB

english, 2015

28

Recent advances in differential evolution – An updated survey

Das, Swagatam, Mullick, Sankha Subhra, Suganthan, P.N.

Journal:

Swarm and Evolutionary Computation

Year:

2016

Language:

english

File:

PDF, 1.66 MB

english, 2016

29

Empirical Mode Decomposition based ensemble deep learning for load demand time series forecasting

Qiu, Xueheng, Ren, Ye, Suganthan, Ponnuthurai Nagaratnam, Amaratunga, Gehan A.J.

Journal:

Applied Soft Computing

Year:

2017

Language:

english

File:

PDF, 567 KB

english, 2017

30

Shadow removal from image of stained glass windows

Shanmugalingam Suganthan, Lindsay MacDonald

Journal:

International Journal of Imaging Systems and Technology

Year:

2010

Language:

english

File:

PDF, 1.98 MB

english, 2010

31

Robust growing neural gas algorithm with application in cluster analysis

A.K. Qin, P.N. Suganthan

Journal:

Neural Networks

Year:

2004

Language:

english

File:

PDF, 403 KB

english, 2004

32

Differential evolution algorithm with ensemble of parameters and mutation strategies

R. Mallipeddi, P.N. Suganthan, Q.K. Pan, M.F. Tasgetiren

Journal:

Applied Soft Computing

Year:

2011

Language:

english

File:

PDF, 1.27 MB

english, 2011

33

Dynamic multi-swarm particle swarm optimizer with harmony search

S.-Z. Zhao, P.N. Suganthan, Quan-Ke Pan, M. Fatih Tasgetiren

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 362 KB

english, 2011

34

Video shot motion characterization based on hierarchical overlapped growing neural gas networks

X. Cao, P.N. Suganthan

Journal:

Multimedia Systems

Year:

2003

Language:

english

File:

PDF, 194 KB

english, 2003

35

An analysis of diversity measures

E. K. Tang, P. N. Suganthan, X. Yao

Journal:

Machine Learning

Year:

2006

Language:

english

File:

PDF, 583 KB

english, 2006

36

AFP-Pred: A random forest approach for predicting antifreeze proteins from sequence-derived properties

Krishna Kumar Kandaswamy, Kuo-Chen Chou, Thomas Martinetz, Steffen Möller, P.N. Suganthan, S. Sridharan, Ganesan Pugalenthi

Journal:

Journal of Theoretical Biology

Year:

2011

Language:

english

File:

PDF, 292 KB

english, 2011

37

Structural pattern recognition using genetic algorithms

Journal:

Pattern Recognition

Year:

2002

Language:

english

File:

PDF, 213 KB

english, 2002

38

Genetic-algorithm-based design of a reconfigurable antenna array with discrete phase shifters

S. Baskar, A. Alphones, P. N. Suganthan

Journal:

Microwave and Optical Technology Letters

Year:

2005

Language:

english

File:

PDF, 109 KB

english, 2005

39

Pattern recognition by homomorphic graph matching using Hopfield neural networks

PN Suganthan, EK Teoh, DP Mital

Journal:

Image and Vision Computing

Year:

1995

Language:

english

File:

PDF, 1.84 MB

english, 1995

40

Hierarchical overlapped neural gas network with application to pattern classification

Ajantha S. Atukorale, P.N. Suganthan

Journal:

Year:

2000

Language:

english

File:

PDF, 191 KB

english, 2000

41

Design of optimal length low-dispersion FBG filter using covariance matrix adapted evolution

Baskar, S., Alphones, A., Suganthan, P.N., Ngo, N.Q., Zheng, R.T.

Journal:

IEEE Photonics Technology Letters

Year:

2005

Language:

english

File:

PDF, 141 KB

english, 2005

42

Particle swarm optimization for the design of low-dispersion fiber Bragg gratings

S. Baskar, R.T. Zheng, A. Alphones, N.Q. Ngo, P.N. Suganthan

Journal:

IEEE Photonics Technology Letters

Year:

2005

Language:

english

File:

PDF, 173 KB

english, 2005

43

Wavelength detection in FBG sensor network using tree search DMS-PSO

Liang, J.J., Suganthan, P.N., Chan, C.C., Huang, V.L.

Journal:

IEEE Photonics Technology Letters

Year:

2006

Language:

english

File:

PDF, 524 KB

english, 2006

44

[Lecture Notes in Computer Science] Simulated Evolution and Learning Volume 7673 || Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming

Bui, Lam Thu, Ong, Yew Soon, Hoai, Nguyen Xuan, Ishibuchi, Hisao, Suganthan, Ponnuthurai Nagaratnam

Year:

2012

Language:

english

File:

PDF, 279 KB

english, 2012

45

[Lecture Notes in Computer Science] Swarm, Evolutionary, and Memetic Computing Volume 7677 || Teaching Learning Based Optimization for Neural Networks Learning Enhancement

Panigrahi, Bijaya Ketan, Das, Swagatam, Suganthan, Ponnuthurai Nagaratnam, Nanda, Pradipta Kumar

Year:

2012

Language:

english

File:

PDF, 194 KB

english, 2012

46

[Lecture Notes in Computer Science] Swarm, Evolutionary, and Memetic Computing Volume 6466 || Differential Evolution Based Fuzzy Clustering

Panigrahi, Bijaya Ketan, Das, Swagatam, Suganthan, Ponnuthurai Nagaratnam, Dash, Subhransu Sekhar

Year:

2010

Language:

english

File:

PDF, 266 KB

english, 2010

47

[IEEE 2010 IEEE Congress on Evolutionary Computation (CEC) - Barcelona, Spain (2010.07.18-2010.07.23)] IEEE Congress on Evolutionary Computation - Solving lot-streaming flow shop scheduling problems using a discrete harmony search algorithm

Pan, Quan-Ke, Tasgetiren, Mehmet Fatih, Suganthan, Ponnuthurai Nagaratnam, Liang, Yun-Chia

Year:

2010

Language:

english

File:

PDF, 649 KB

english, 2010

48

[Lecture Notes in Computer Science] Swarm, Evolutionary, and Memetic Computing Volume 7077 || Distribution Systems Reconfiguration Using the Hyper-Cube Ant Colony Optimization Algorithm

Panigrahi, Bijaya Ketan, Suganthan, Ponnuthurai Nagaratnam, Das, Swagatam, Satapathy, Suresh Chandra

Year:

2011

Language:

english

File:

PDF, 368 KB

english, 2011

49

[Lecture Notes in Computer Science] Swarm, Evolutionary, and Memetic Computing Volume 7677 ||

Panigrahi, Bijaya Ketan, Das, Swagatam, Suganthan, Ponnuthurai Nagaratnam, Nanda, Pradipta Kumar

Year:

2012

Language:

english

File:

PDF, 19.05 MB

english, 2012

50

Hierarchical overlapped SOM's for pattern classification

Suganthan, P.N.

Journal:

IEEE Transactions on Neural Networks

Year:

1999

Language:

english

File:

PDF, 81 KB

english, 1999

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