Robert E. Smith Ph.D.

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Year Title Author(s) Journal Number Volume Pages Booktitle Editor(s) ISSN/ISBN DOI Publisher
accepted
2009

A Learning Classifier System with Mutual-Information-Based Fitness

Smith, R. E., Jiang, M.K., Bacardit, J., Stout, M., Krasnogor, N., Hirst, J.D.

Evolutionary Intelligence               Springer
2009 MILCS in protein structure prediction with default hierarchies Smith, R. E.  and Jiang, M. K.       953-956 GEC Summit 2009       ACM
2009 Mutual information neuro-evolutionary system (MINES) Smith, R. E. and Behzadan, B.       1523-1529 2009 IEEE Congress on Evolutionary Computation       IEEE
2009

Automated Alphabet Reduction for Protein Datasets

Bacardit, J., Stout M. Hirst, J. D.,  Valencia, A. Smith, R. E. and Krasnogor, N. BMC Bioinformatics 10 6            
2009 Prediction of topological contacts in proteins using learning classifier systems Stout, M., Bacardit, J., Hirst, J. D., Smith, R. E., Krasnogor, N. Soft Computing 11 3 245-258     ISSN 1432-7643 (Print) 1433-7479 (Online) 10.1007/s00500-008-0318-8 Springer
2008 Megaprojects need new tools:
Why current PM tools don’t deliver the goods
Smith, R. E., Scanlan, J., and Lawrence, P.         Paper presented at Megaprojetos 2008, Sao Paulo, Brazil        
2008 A Learning Classifier System with Mutual-Information-Based Fitness R. E. Smith and M. K. Jiang Lecture Notes in Computer Science   4998 136-153 Learning Classifier Systems  

 

  Springer
2008 Linkage Learning in Estimation of Distribution Algorithms Coffin, D. and Smith, R. E. Studies in Computational Intelligence   157 141-156 Linkage in Evolutionary Computation       Springer
2007 Project failure; the planning paradox Scanlan, J., Smith, R. E., and Lawrence, P.         Paper presented at Project Management International (PMI) 2007, Atlanta, GA.        
2007 A Learning Classifier System with Mutual-Information-Based Fitness R. E. Smith and M. K. Jiang         Proceedings of the 2007 Congress on Evolutionary Computation       IEEE
2007 Fused, Multi-Spectral Automatic Target Recognition with XCS S.-H. Yu, A. Gandhe, and R. E. Smith         Learning Classifier Systems in Data Mining

 

Bull, L., Bernado Mansilla, E. & Holmes J.     Springer
2007 The Limitations of Distribution Sampling for Linkage Learning

 

D. Coffin and R. E. Smith

 

        Proceedings of the 2007 Congress on Evolutionary Computation

 

      IEEE
2007 MILCS: A Mutual Information
Learning Classifier System
R. E. Smith and M. K. Jiang

 

      2945-2951 Proceedings of the 2007 International Workshop on Learning Classifier Systems       ACM
2007 MILCS: A Mutual Information Learning Classifier System R. E. Smith and M. K. Jiang

 

      1877 Proceedings of GECCO 2007       ACM
2007 Fused, Multi-Spectral Automatic Target Recognition             with XCS A. Gandhe, S. H. Yu, R. Mehra and R. E. Smith       1874 Proceedings of GECCO 2007       ACM
2007 Why Is Parity Hard for Estimation of Distribution Algorithms?

 

D. Coffin and R. E. Smith       624 Proceedings of GECCO 2007       ACM
2007

 

Robust Automatic Target Recognition using Learning Classifier Systems

 

Ravichandran, B., Gandhe, A. and Smith, R. E. Information Fusion: The International Journal on Multi-Sensor, Multi-Source Information Fusion 8   252-265         Elsevier
2006 Journeys in non-classical computation II: initial journeys and waypoints Stepney, S. L. Braunstein, J. A. Clark, A. Tyrrell, A. Adamatzky, R. E. Smith, T. Addis, C. Johnson, J. Timmis, P. Welch, R. Milner, D. Partridge International Journal of Parallel, Emergent and Distributed Systems 2 21 97-125          Taylor & Francis
2006

(accepted)

Developing a Robust, Integrated Learning System
For the Modern Battlefield
 
Smith, R., Ravichandran, B.,  Gandhe, A. and Mehra, R.         Proceedings of the SPIE Conference on Modeling and Simulation for Military Applications (part of the SPIE Defense and Security Symposium, Orlando, Florida, April 2006)       SPIE
2005 Journeys in non-classical computation I: A grand challenge for computing research Stepney, S. L. Braunstein, J. A. Clark, A. Tyrrell, A. Adamatzky, R. E. Smith, T. Addis, C. Johnson, J. Timmis, P. Welch, R. Milner, D. Partridge International Journal of Parallel, Emergent and Distributed Systems 1 20 5-19          Taylor & Francis
2005 The Grand Challenge in Non-Classical Computation:
From Its Qualities To Its Quantities:
A Position Paper
R. E. Smith and Jon Caves         The Grand Challenge in Non-Classical Computation International Workshop (York, April 18-19, 2005)        
2005 An Iterative Mutual Information Histogram Technique for Linkage Learning in Evolutionary Algorithms R. E. Smith         Proceedings of CEC 2005       IEEE
2005 XCS for Robust Automatic Target Recognition Ravichandran, R., Gandhe, A., and Smith, R. E.         Proceedings of GECCO 2005 ACM Press      
2005 The Grand Challenge in Non-Classical Computation:
From Its Qualities To Its Quantities:
A Position Paper
R. E. Smith and Jon Caves          The Grand Challenge in Non-Classical Computation
International Workshop
Stepney, S.      
2005 (in press) Machine Learning for Robust Automatic Target Recognition B. Ravichandran, A. Ghandhi, and R. E. Smith         Proceedings of The SPIE Conference on Algorithms for Synthetic Aperture Radar Imagery XII (OR49)       SPIE
2005 Directed Multi-Objective Optimization Martin Brown and R. E. Smith International Journal of Computers, Systems, and Signals 1 6 3-17         IAAMSAD
2004 Towards a Conceptual Framework for AIS S. Stepney, R. E. Smith, J. Timmis, A. M. Tyrell         Proceedings of the Third International Conference on Artificial Immune Systems        
2004 The Fighter Aircraft LCS: A Real-World, Machine Innovation Application Smith, R. E., El-Fallah, A., Ravichandran, B., Mehra, R., and Dike, B. A.       113-142 Applications of Learning Classifier Systems Bull, L.     Springer
2003 PROCOMPLEX: Analysing Project Complexity Using Chaos Theory Mitja Lenič, Petra Povalej, Werner Brunck, Enis Avdičaušević, Robert E. Smith         Proceedings of the 7th IASTED International Conference on Software Engineering And Applications        
2003 Journeys in Non-Classical Computation
A Grand Challenge for Computing Research
S. Stepney, J. A. Clark, A. Tyrrell,  J. Timmis, D. Partridge,
A. Adamatzky, R. E. Smith
                 
2003 AIS and the Grand Challenge for Non-Classical Computation Susan Stepney, John A. Clark, Colin G. Johnson, Derek Partridge, Robert E. Smith         Proceedings of the Second International Conference on Artificial Immune Systems        
2003 Mating Restriction and Niching Pressure:
Results from Agents and Implications for General EC
R. E. Smith and C. Bonacina         Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2003        
2003 Effective Use of Directional Information
in Multi-Objective Evolutionary Computation
M. Brown and R. E. Smith         Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2003        
2002 Evolutionary Computation as a Paradigm for Engineering Emergent Behaviour in Multi-Agent Systems R. Smith and C. Bonacina       118-136 Intelligent Agent Software Engineering Valentina Plekhanova     Idea Group
2002 XCS Applied to Mapping FPGA Architectures M. Danek and R. E. Smith       912-919 Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2002 W.B.Langdon, E.Cantu-Paz, K.Mathias, R. Roy, D.Davis, R. Poli, K.Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A. Potter, A.C. Schultz, J. F. Miller, E. Burke, and N.Jonoska     Morgan Kaufmann
2001 A Generalisable Measure of Self-Organisation and Emergence W. A. Wright, R. E. Smith, M. Danek, and P. Greenway       857-864 Artificial Neural Networks - ICANN 2001 G. Dorffner, H. Bischof, and K. Hornik     Springer-Verlag
2001 Discovering Novel Fighter Combat Maneuvers in Simulation: Simulating Test Pilot Creativity R. E. Smith, B. A. Dike, B. Ravichandran, A. El-Fallah, and R. K. Mehra       467-486 Creative Evolutionary Systems P. J. Bentley and D. W. Corne     Morgan Kaufmann
2001 New Methods for Tunable, Random Landscapes Smith, R. E. and Smith, J. 47-68 Foundations of Genetic Algorithms 6 Martin, W. N. and Spears, W. M.     Morgan Kaufmann
2001 Embodiment of Evolutionary Computation in General Agents Smith, R. E., Bonacina, C., Kearney, P., and Merlat, W. Evolutionary Computation 4 8 475-493         MIT Press
2001 Two-Sided, Genetics-Based Learning to Discover Novel Fighter Combat Maneuvers Smith, R. E., Dike, B. A., Ravichandran, B., El-Fallah, A., and Mehra, R. K. Lecture Notes in Computer Science 2037   233-242

Applications of Evolutionary Computing (Evoworkshops 2001)

Boers, E. J. W., Cagnoni, S., Gottlieb, J., Hart, E., Lanzi, p. L., Raidl, G. R., Smith, R. E., and Tijink, H.     Springer
2000 Multispacecraft Trajectory Optimization and Control using Genetic Algorithm Techniques S. Seereeram, E. Li, B. Ravichandran, R. Mehra, R. Smith, R. Beard     7 99-108 IEEE Aerospace Conference Proceedings       IEEE
2000 Integration of Computational Models Inspired by Economics and Genetics Kearney, P., Smith, R., Bonacina, C., and Eymann, T. BT Technology Journal 4 18 150-161      
2000 A Measure of Emergence in an Adapting, Multi-Agent Context Wright, W. A., Smith, R. E., Danek, M. A., and Greenway, P.       20-27 SAB 2000 Proceedings Supplement Meyer, J., Berthoz, A., Floreano, D., Roitblat, H. L., and Wilson, S. W.     ISAB
2000 Integrating Economics and Genetics Models in Information Ecosystems Smith, R. E., Kearney, P. K., Eymann, T. and Bonacina, C.       959-966 Proceedings of the 2000 Congress on Evolutionary Computation       IEEE
2000 Classifier Systems In Combat: Two-Sided Learning of Maneuvers For Advanced Fighter Aircraft R. E. Smith , B. A. Dike , R. K. Mehra , B. Ravichandran , and A. El-Fallah Computer Methods in Applied Mechanics and Engineering 186   421-437         Elsevier
1999 The Fighter Aircraft LCS: A Case of Different LCS Goals and Techniques Smith, R. E., Dike, B. A., Ravichandran, B., El-Fallah, A., and Mehra, R. K.       282-289 Proceedings of The 1999 Genetic and Evolutionary Computation Conference Workshop Program Wu, A. S.     Elsevier
1999 Evolutionary adaptation in autonomous agent systems -- a paradigm for the emerging enterprise Smith, R. E., Kearney, P. J., and Merlat, W. BT Technology Journal 17 4 157-167   O'Brien, P. and Kearney, P.     Kluwer
1999 Memory-Efficient Code for GAs Clement, S., Halliday, J., and Smith R. E.   3   407-431 Practical Handbook of Genetic Algorithms: Complex Coding Systems Chambers, L. D.     CRC Press
1998 What can I Do With A Learning Classifier System? Smith, R. E. and Cribbs, H. B.       299-320 Industrial Applications of Genetic Algorithms Karr, C. and Freeman, L. m.     CRC Press
1998 An Examination of Tunable, Random Search Landscapes Smith, R. E. and Smith, J.         Foundations of Genetic Algorithms 5       Morgan Kaufmann
1998 A Framework for Evolutionary Computation in Agent-Based Systems Smith, R. E. and Taylor, N.       221-224 Proceedings of the 1998 International Conference on Intelligent Systems C. Looney and J. Castaing     ISCA Press
1998 Analytical Design of Reinforcement Learning Tasks Smith, R. E.       362-366 Proceedings of the 1998 Florida Artificial Intelligence Research Symposium Diane J. Cook     AAAI Press
1997 Contingency ranking for voltage stability using a genetic algorithm Nims, J. W., El-Keib, A. A., Smith, R. E. Electric Power Systems Research     69-76(8)         Elsevier
1997 Population Size Smith, R. E.         The Handbook on Evolutionary Computation       Oxford University Press
1997 Derivative Methods: Classifier Systems Smith, R. E.         The Handbook on Evolutionary Computation       Oxford University Press
1997 Combined Biological Paradigms: A Neural, Genetics-Based Autonomous Systems Strategy Smith, R. E. and Cribbs, H. B. Robotics and Autonomous Systems 22 1 65-74         Elsevier
1996 A Representation of Permutation Optimization with a Combinatorial Genetic Algorithm Smith, R. E. and Holtkamp, D.       31-34 Proceedings of the Fifth International Conference on Intelligent Systems F. C. Harris, Jr.     International Society for Computers and Their Applications
1996 Application of A Genetic Algorithm to Power Transformer Design Nims, J. W., Smith, R. E. and El-Keib, A. A. Electric Machines and Power Systems Journal 24 6 669-680         Elsevier
1996 Cooperative versus competitive elements in coevolutiuonary systems Smith, R. E. and Cribbs, H. B.       497-505 Proceedings of the Fourth International Conference on the Simulation of Adaptive Behavior Maes, P. Mataric, M., Meyer, J. Pollack, J. and Wilson, S.     MIT Press
1996 Searching for Self-Referencing Pangrams with a Genetic Algorithm Pereda, R. and Smith, R. E.       160-163 Proceedings of the Fifth Annual International Conference on Intelligent Systems F. C. Harris, Jr.     International Society for Computers and Their Applications
1996 Classifier System Renaissance: New Analogies, New Directions Cribbs, H. B. and Smith, R. E.       547-551 Proceedings of the First Genetic Programming Conference Koza, J., Goldberg, D., Fogel, D., and Riolo, R.     MIT Press
1995 A Genetic Algorithms--Based Approach for Thermal Unit Commitment Ma, X., El-Keib, A. A. and Smith, R. E. and Ma, H. Electric Power Systems Research Journal 34   29-36         Elsevier
1995 A Neural Network Approach to Software Development Cost Estimation Using Function Points Raina, S., Smith, R. E. and Mellichamp, J. M.         Proceedings of the 1995 Annual Meeting of the Decision Sciences Institute       DSI
1995 Adaptively Resizing Populations: Algorithm, Analysis, and First Results Smith, R. E. and Smuda, E. Complex Systems 9 1 47-72         Complex Systems
1995 Prediction of Hypervelecity Orbital Debris Impact Damage to the Space Station by Neural Networks Guleyupoglu, S. and Smith, R. E. Mathematical and Computer Modeling Journal 21 1/2 229-242         Pergamon
1995 Application of Neural Networks in Forecasting Demand Kukreja, A. and Smith, R. E.         Proceedings of the 1995 Southwest Decision Sciences Institute Conference       DSI
1995 Comparison of Neural Network Training Using Backprop and Levenberq-Marquardt Algorithm for Multi-Product Forecasting Kumaralingam, R., Smith, R. E., and Miller, D.         Proceedings of the 1995 Annual Meeting of the Decision Sciences Institute       DSI
1995 Optimal Allocation of Interceptors for Theater Missile Defense Using the Genetic Algorithm Chapman, W. and Smith, R. E.         Proceedings of the The Fourth Golden West International Conference On Intelligent Systems       ISCA
1995 Application of GAs to air combat maneuvering Smith, R. E. and Dike, B. A.         The Handbook on Evolutionary Computation       Oxford University Press
1995 Memory Exploitation in Learning Classifier Systems Smith, R. E. Evolutionary Computation 2 3 199-220         MIT Press
1995 Learning Novel Fighter Combat Maneuver Rules Via Genetic Algorithms Smith R. E. and Dike, B. A. International Journal of Expert Systems 8 3 247-276         JAI Press
1994 Optimal Clustering of Power Networks Using Genetic Algorithms Ding, H., El-Keib, A. A. and Smith, R. E. Electric Power Systems Research Journal 30   209-214         Elsevier
1994 Bulk Cable Routing Using Genetic Algorithms Kloske, D. A. and Smith, R. E.       427-431 Industrial and Engineering Applications of Artificial Intelligence and Expert Systems Anger, F. D. and Rodrigues, R. V. and Ali, M.     Gordon and Breach Science Publishers
1994 A Genetic Algorithm--Based Approach to Economic Dispatch of Power Systems Ma, X., El-Keib, A. A. and Smith, R. E.       212-216 Proceedings of IEEE Southeastcon '94       IEEE
1994 Genetic and Evolutionary Systems Smith, R. E.   CR55   151--174 Adaptive Computing: Mathematics, Electronics, and Optics Chen, S. and Caulfield, H. J.     SPIE Press
1994 Tactics Discovery Using Genetic Algorithms and Machine Learning Dike, B. and Smith, R. E.         Proceedings of the 62nd Military Operations Research Society Symposium       Proceedings Classified
1994 Inheritance in Genetic Algorithms Smith, R. E., Dike, B. A. and Stegmann, S. A.       345-350 Proceedings of the ACM 1995 Symposium on Applied Computing        
1994 Is the Learning Classifier System a Type of Neural Network? Smith, R. E. and Cribbs, H. B. Evolutionary Computation 2 1 19-36         MIT Press
1994 Co-Adaptive Genetic Algorithms: An Example in Othello Strategy Smith, R. E. and Gray, B.       259-264 Proceedings of the 1994 Florida Artificial Intelligence Research Symposium Dankel, D. D.     Florida AI Research Society
1993 Adaptively Resizing Populations: An Algorithm and Analysis Smith, R. E.       653 Proceedings of The Fifth International Conference on Genetic Algorithms       Morgan Kaufman
1993 Application of Genetic Algorithms to Air Combat Maneuvering Dike, B. A. and Smith, R. E.   2204   84-94 Proceedings of the Fifth Workshop on Neural Networks: Academic/Industrial/NASA/Defense Karplus, W. and Padgett, M. L.     SPIE
1993 Population Diversity in an Immune System Model: Implications for Genetic Search Smith, R. E., Forrest, S. and Perelson, A. S.       153--165 Foundations of Genetic Algorithms 2       Morgan-Kaufmann
1993 Using Genetic Algorithms to Explore Pattern Recognition in the Immune System Forrest, S., Javornik, B., Smith, R. E. and Perelson, A. Evolutionary Computation 1 3 191-212         MIT Press
1993 A Neural Network Approach to the Inventory Range Problem Reynolds, S. B., Faulkner, W. B. and Smith, R. E. Air Force Journal of Logistics     7--11         Air Force Journal of Logistics
1993 A Neural Network Based Approach to Transformer Fault Diagnosis Using Dissolved Gas Analysis Data Bhattacharyya, S. K. and Smith, R. E. and Haskew       125-128 Proceedings 1993 North American Power Symposium       IEEE Computer Society Press
1993 Evolving Artificial Insect Brains for Artificial Compound Eye Robotics Lopez, L. R. and Smith, R.E.       425--430 From Animals to Animats 2: Proceedings of the 2nd Simulation of Adaptive Behavior Conference Meyer, J. and Roitblat, H. L. and Wilson, S. W.     MIT Press
1993 Searching for Diverse, Cooperative Populations with Genetic Algorithms Smith, R. E. and Forrest, S. and Perelson, A. S. Evolutionary Computation 1 2 127-149         MIT Press
1992 A Neural Network Approach to Predicting Orbital Debris Impact Damage to the Space Station Guleyupoglu, S. and Smith, R. E.   2   699-705 Intelligent Engineering Systems Through Artificial Neural Networks       ASME Press
1992 A Genetic Fuzzy Expert For Compound Eye Robot Control Lopez, L. R. and Smith, R. E.         Proceedings of the IEEE International Workshop on Emerging Technologies and Factory Automation       IEEE
1992 Reinforcement Learning with Classifier Systems: Adaptive Default Hierarchy Formation Smith, R. E. and Goldberg, D. E. Applied Artificial Intelligence 6 1 79-102         Hemisphere
1992 Diploidy and Dominance in Artificial Genetic Search Smith, R. E. and Goldberg, D. E. Complex Systems 6 3 251--285         Complex Systems
1992 Defuzzification via Neural Networks Song, Q and Smith, R. E.   2   363-368 Intelligent Engineering Systems Through Artificial Neural Networks       ASME Press
1991 System Identification with Evolving Polynomial Networks Kargupta, H. and Smith, R. E.       370-376 Proceedings of the Fourth International Conference on Genetic Algorithms       Morgan-Kaufmann
1991 Current Challenges for the Electric Power Industry El-Keib, A. A., Ding, H., Carroll, C. C., Haskew, T., Smith, R. E., Black, L. and Frazier, G.         Proceedings of the Workshop on Real-Time Control and Operation of Electric Power Systems Rizy, D. T. and Myers, W. E. and Eilts, L. E. and Clemans, C. L.     ORNL
1991 Variable Default Hierarchy Separation in a Classifier System Smith, R. E. and Goldberg, D. E.       148-167 Foundations of Genetic Algorithms G. Rawlins     Morgan-Kaufmann
1990 Reinforcement Learning with Classifier Systems Smith, R. E. and Goldberg, D. E.       184--192 Proceedings of AI, Simulation and Planning in High Autonomy Systems B. B. Zeigler and J. Rozenbilt     IEEE Computer Society
1989 A study of rule set development in a learning classifier system Smith, R. E. and Valenzuela-Rendon, M.       340--346 Proceedings of the Third International Conference on Genetic Algorithms       Morgan-Kaufmann
1987 Optimized flexural design of variable depth beams Wilson, H. B. and Smith, R. E.   14(a)   312-317 Developments in Mechanics: Proceedings of the 20th Midwestern Mechanics Conference       Purdue University Press
1987 Diploid genetic algorithms for search in time varying environments Smith, R. E.       175--178 Proceedings of the 25th Annual Southeast Regional Conference of the ACM       ACM
1987 Nonstationary function optimization using genetic algorithms with dominance and diploidy Goldberg, D. E. and Smith, R. E.       59--68 Proceedings of the Second International Conference on Genetic Algorithms       Morgan-Kaufmann
 

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Last modified: September 10, 2008