Evolutionary Informatics

primary Publications

• Being As Communion William A. Dembski
  Ashgate Science and ReligionISBN 978-0754638582
  August 28, 2014
• Booming and Crashing Populations and Easter Island William F. Basener and David Ross William F. Basener and David Ross, "Booming and Crashing Populations and Easter Island", SIAM J. Appl. Math. 65 (2004/05), no. 2, pp.684-701.
• Topology and Its Applications William F. Basener Wiley ISBN 978-0471687559
  November 3, 2006
• Time series prediction with recurrent neural networks trained by a hybrid PSO-EA algorithm Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy, and Donald C. Wunsch, II. Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy, and Donald C. Wunsch, II. Time series prediction with recurrent neural networks trained by a hybrid PSO-EA algorithm. Neurocomput., 70:2342–2353, 2007.
• Training Winner-Take-All Simultaneous Recurrent Neural Networks Xindi Cai, D.V. Prokhorov, and D.C. Wunsch. Xindi Cai, D.V. Prokhorov, and D.C. Wunsch. Training Winner-Take-All Simultaneous Recurrent Neural Networks. Neural Networks, IEEE Transactions on, 18:674 –684, may. 2007.
• A spherical dose model for radiosurgery plan optimization P.S. Cho, H.G. Kuterdem and R.J. Marks II P.S. Cho, H.G. Kuterdem and R.J. Marks II, "A spherical dose model for radiosurgery plan optimization", Phys. Med. Biol, vol.43, pp.3145-3148 (1998).
• Simulated Autonomous Agents Utilizing Self-Reflection, Instincts and External Behavior Learning in a Simulated Environment: Orgs in Orgland George Chrysanthakopoulos and Robert J. Marks I George Chrysanthakopoulos & Robert J. Marks II,"Simulated Autonomous Agents Utilizing Self-Reflection, Instincts and External Behavior Learning in a Simulated Environment: Orgs in Orgland", Proceedings of the 1998 IEEE International Conference on Evolutionary Computation (ICEC) at the 1998 IEEE World Congress on Computational Intelligence, Anchorage, Alaska, May 5-9, 1998, pp.727-734
• Genomic Systems Design: A novel, biologically-based framework for enhancing the adaptive, autonomous capabilities of computer systems William E. Combs, Jeffrey J. Weinschenk, Robert J. Marks II William E. Combs, Jeffrey J. Weinschenk, Robert J. Marks II, "Genomic Systems Design: A novel, biologically-based framework for enhancing the adaptive, autonomous capabilities of computer systems", FUZZ-IEEE 2004, IEEE International Conference on Fuzzy Systems, 25-29 July, 2004, Budapest.
• No Free Lunch : Why Specified Complexity Cannot Be Purchased Without Intelligence William A. Dembski Rowman & Littlefield ISBN 978-0742512979
  December 2001
• The Design Inference Eliminating Chance Through Small Probabilities. William A. Dembski Cambridge Univ Press ISBN 978-0521623872
  September 13, 1998
• The Design Revolution: Answering The Toughest Questions About Intelligent Design William A. Dembski IVP Books ISBN 978-0830832163
  January 30, 2004
• The Design of Life: Discovering Signs of Intelligence In Biological Systems William A. Dembski and Jonathan Wells Foundation for Thought and Ethics ISBN 978-0980021301
  November 19, 2007
• Detection of Influence of Brain-Stem Neurons and Intra-Cranial Field Potentials on the Diaphragm Activity Witali L. Dunin-Barkowski, John M. Orem, Donald C. Wunsch Witali L. Dunin-Barkowski, John M. Orem, Donald C. Wunsch: Detection of Influence of Brain-Stem Neurons and Intra-Cranial Field Potentials on the Diaphragm Activity. CBMS 1998: 264-269
• Phase-based cerebellar learning of dynamic signals Witali L. Dunin-Barkowski, Donald C. Wunsch Witali L. Dunin-Barkowski, Donald C. Wunsch: Phase-based cerebellar learning of dynamic signals. Neurocomputing 32-33: 709-725 (2000)
• Real-Time Neural Network Inversion on the SRC-6e Reconfigurable Computer Russell W. Duren, Robert J. Marks II, Paul D. Reynolds and Matthew L. Trumbo Russell W. Duren, Robert J. Marks II, Paul D. Reynolds and Matthew L. Trumbo, "Real-Time Neural Network Inversion on the SRC-6e Reconfigurable Computer," IEEE Transactions on Neural Networks, vol. 18, no. 3, May 2007 pp. 889-901.
• Principal Manifolds for Data Visualization and Dimension Reduction (Lecture Notes in Computational Science and Engineering) Alexander N. Gorban, Balázs Kégl, Donald C. Wunsch, and Andrei Zinovyev Springer ISBN 978-3540737490
  October 24, 2007
• Emergent Behaviors of Protector, Refugee and Aggressor Swarm I.A. Gravagne and R.J. Marks II i.A. Gravagne & R.J. Marks II, "Emergent Behaviors of Protector, Refugee and Aggressor Swarm," IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, Volume 37, Issue 2, April 2007, pp. 471 - 476.
• Algorithms for derivation of structurally stable Hamiltonian signed graphs Frank Harary, Meng-Hiot Lim, Amit Agarwal, and Donald C. Wunsch. Frank Harary, Meng-Hiot Lim, Amit Agarwal, and Donald C. Wunsch. Algorithms for derivation of structurally stable Hamiltonian signed graphs. Int. J. Comput. Math., 81:1349–1356, 2004.
• Advanced Intelligent Computing Theories and Applications: With Aspects of Contemporary Intelligent Computing Techniques (Communications in Computer and Information Science) De-Shuang Huang, Donald C. Wunsch, Daniel S. Levine, and Kang-Hyun Jo Springer ISBN 978-3540859291
  October 7, 2008
• Inversion of feedforward neural networks: algorithms and applications C.A. Jensen, R.D. Reed, R.J. Marks II, M.A. El-Sharkawi, Jae-Byung Jung, R.T. Miyamoto, G.M. Anderson, C.J. Eggen C.A. Jensen, R.D. Reed, R.J. Marks II, M.A. El-Sharkawi, Jae-Byung Jung, R.T. Miyamoto, G.M. Anderson, C.J. Eggen, "Inversion of feedforward neural networks: algorithms and applications", Proceedings of the IEEE, Volume: 87 9, Sept. 1999 , Page(s): 1536 -1549
• Neural Networks and Micromechanics Ernst Kussul, Tatiana Baidyk, and Donald C. Wunsch Springer ISBN 978-3642025341
  December 7, 2009
• Advanced Topics in Shannon Sampling and Interpolation Theory Robert J. Marks II and editor. Springer-Verlag ISBN 978-0387979069
  December 18, 1992
• Handbook of Fourier Analysis & Its Applications Robert J. Marks II Oxford University Press ISBN 978-0195335927
  January 8, 2009
• Intelligence: Computational Versus Artificial R.J. Marks II R.J. Marks II, "Intelligence: Computational Versus Artificial", IEEE Transactions on Neural Networks, vol. 4, p 737 (September, 1993).
• Introduction to Shannon Sampling and Interpolation Theory Robert J. Marks II Springer-Verlag ISBN 978-0387973913
  January 1991
• Nonregressivity in Switched Linear Circuits and Mechanical Systems R.J. Marks II, Ian Gravagne, John M. Davis, Jeffrey J. DaCunh R.J. Marks II, Ian Gravagne, John M. Davis, Jeffrey J. DaCunha "Nonregressivity in Switched Linear Circuits and Mechanical Systems," Mathematical and Computer Modelling, vol. 43, pp.1383-1392, (2006).
• A proposition on memes and meta-memes in computing for higher-order learning Ryan J. Meuth, Meng-Hiot Lim, Yew-Soon Ong, Donald C. Wunsch Ryan J. Meuth, Meng-Hiot Lim, Yew-Soon Ong, Donald C. Wunsch: A proposition on memes and meta-memes in computing for higher-order learning. Memetic Computing 1(2): 85-100 (2009)
• Computational Intelligence : A Dynamic System Perspective Marimuthu Palaniswami IEEE Press ISBN 978-0780311824
  September 1996
• Survey of Clustering Algorithms R. Xu and D. Wunsch. R. Xu and D. Wunsch. Survey of Clustering Algorithms. IEEE Transactions on Neural Networks, 16:645–678, May 2005.
• Noninvasive Biomagnetic Sensing of Biological Currents C. Ramon, P. Czapski, R.J. Marks II, H.C. Lai and S. Lee C. Ramon, P. Czapski, R.J. Marks II, H.C. Lai and S. Lee, "Noninvasive Biomagnetic Sensing of Biological Currents", National Acadamies of Science and Engineering National Research Council of the United States, Radio Science Meeting, June 19-24, 1994, Seattle, p. 272.
• An Evolutionary Algorithm for Function Inversion and Boundary Marking Russell D. Reed and Robert J. Marks I Russell D. Reed and Robert J. Marks II,"An Evolutionary Algorithm for Function Inversion and Boundary Marking"Proceedings of the IEEE International Conference on Evolutionary Computation, p. 794-797, November 26-30, 1995.
• Neural Smithing: Supervised Learning in Feedforward Artificial Neural Networks Russell D. Reed and Robert J. Marks MIT Press ISBN 978-0262181907
  March 26, 1999
• Neurosmithing: Techniques to improve network learning Russell Reed and Robert J. Marks I Russell Reed and Robert J. Marks II,"Neurosmithing: Techniques to improve network learning", in The Handbook of Neural Networks, M. Arbib, Editor, (MIT Press, 1995).
• Neural network explanation using inversion Emad W. Saad and Donald C. Wunsch, II. Emad W. Saad and Donald C. Wunsch, II. Neural network explanation using inversion. Neural Netw., 20:78–93, 2007.
• Query-based learning for aerospace applications E.W. Saad, J.J. Choi, J.L. Vian, and II Wunsch, D.C. E.W. Saad, J.J. Choi, J.L. Vian, and II Wunsch, D.C. Query-based learning for aerospace applications. Neural Networks, IEEE Transactions on, 14:1437 – 1448, nov. 2003.
• Hamilton-Jacobi-Bellman Equations and Approximate Dynamic Programming on Time Scales John Seiffertt, Suman Sanyal, Donald C. Wunsch John Seiffertt, Suman Sanyal, Donald C. Wunsch: Hamilton-Jacobi-Bellman Equations and Approximate Dynamic Programming on Time Scales. IEEE Transactions on Systems, Man, and Cybernetics, Part B 38(4): 918-923 (2008)
• A Mathematician's View of Evolution, Granville Sewell Granville Sewell, "A Mathematician's View of Evolution," The Mathematical Intelligencer 22, no. 4 (2000), pp. 5-7.
• Can ANYTHING Happen in an Open System? Granville Sewell Granville Sewell, "Can ANYTHING Happen in an Open System?" The Mathematical Intelligencer 23 (2001), no. 4, pp.8-10.
• Computational Methods of Linear Algebra, 3rd Edition Granville Sewell Wiley-Interscience 978-9814603867
  August 28, 2014 (third edition)
• In the Beginning and Other Essays on Intelligent Design Granville Sewell Discovery Institute Press ISBN 978-0979014147
  Feburary 2010
• The Numerical Solution of Ordinary and Partial Differential Equations, 3rd Edition Granville Sewell Wiley-Interscience978-9814635097
  February 19, 2015 (third edition)
• The 7-Piece Perfect Play Lookup Database for the Game of Checkers E. Trice and G. Dodgen E. Trice and G. Dodgen, "The 7-Piece Perfect Play Lookup Database for the Game of Checkers", ICGA Journal Vol. 26, No. 4 - December 2003, pp. 229-238.
• On the avoidance of rule explosion in fuzzy inference engines Jeffrey J. Weinschenk, William E. Combs, Robert J. Marks II Jeffrey J. Weinschenk, William E. Combs, Robert J. Marks II, "On the avoidance of rule explosion in fuzzy inference engines, " International Journal of Information Technology and Intelligent Computing, vol.1, #4 (2007).
• Clustering (IEEE Press Series on Computational Intelligence) Rui Xu and Don Wunsch Wiley-IEEE Press ISBN 978-0470276808
  October 24, 2008
• Clustering of High-Dimensional Gene Expression Data with Feature Filtering Methods and Diffusion Maps Rui Xu, Steven Damelin, Boaz Nadler, Donald C. Wunsch II Rui Xu, Steven Damelin, Boaz Nadler, Donald C. Wunsch II: Clustering of High-Dimensional Gene Expression Data with Feature Filtering Methods and Diffusion Maps. BMEI (1) 2008: 245-249
• Inference of Genetic Regulatory Networks with Recurrent Neural Network Models Using Particle Swarm Optimization Rui Xu, L. Ronald Frank, and Donald C. Wunsch II Rui Xu, L. Ronald Frank, and Donald C. Wunsch II: Inference of Genetic Regulatory Networks with Recurrent Neural Network Models Using Particle Swarm Optimization. IEEE / ACM Transactions on Computational Biology and Bioinformatics, Vol. 4, No. 4, Oct-Dec 2007, pp. 674-684.
• Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization Rui Xu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II Rui Xu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II: Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization. Neural Networks 20(8): 917-927 (2007)
• Multiclass Cancer Classification Using Semisupervised Ellipsoid ARTMAP and Particle Swarm Optimization with Gene Expression Data Rui Xu, Georgios C. Anagnostopoulos, and Donald C. Wunsch. Rui Xu, Georgios C. Anagnostopoulos, and Donald C. Wunsch. Multiclass Cancer Classification Using Semisupervised Ellipsoid ARTMAP and Particle Swarm Optimization with Gene Expression Data. IEEE/ACM Trans. Comput. Biol. Bioinformatics, 4:65–77, 2007.
• microRNA expression profile based cancer classification using Default ARTMAP Rui Xu, Jie Xu, Donald C. Wunsch II Rui Xu, Jie Xu, Donald C. Wunsch II: MicroRNA expression profile based cancer classification using Default ARTMAP. Neural Networks 22(5-6): 774-780 (2009)
• Computational Intelligence : Imitating Life Jacek Zurada and Robert J. Marks II and Charles J. Robinson IEEE Press ISBN 978-0780311046
  July 1994