Publications in VIVO

Co-author Network

Co-investigator Network

Robert B Heckendorn Associate Professor

Positions

Affiliate Faculty, Bioinformatics and Computational Biology , College of Science
Associate Professor, Computer Science , College of Engineering
Member, Institute for Bioinformatics and Evolutionary Studies (IBEST) , Institute for Interdisciplinary Data Sciences (IIDS)

Research Areas

Publications

selected publications

academic article
- Cutting Path Optimization for an Automatic Cutter in Polynomial Time Using a 3/2 Approximation Algorithm. International Journal of Advanced Manufacturing Technology. 113:3667-3679. 2021
- The Influence of Higher-Order Epistasis on Biological Fitness Landscape Topography. Journal of statistical physics. 172:208-225. 2018
- Detecting the epistatic structure of generalized embedded landscape. Genetic Programming and Evolvable Machines. 9:125-155. 2008
- Cellular automaton simulation examining progenitor hierarchy structure effects on mammary ductal carcinoma in situ. Journal of Theoretical Biology. 246:491-498. 2007
- Using evolvable genetic cellular automata to model breast cancer. Genetic Programming and Evolvable Machines. 8:381-393. 2007
- Efficient linkage discovery by limited probing. Evolutionary Computation. 12:517-545. 2004
- Hyperplane ranking, nonlinearity and the simple genetic algorithm. Information Sciences. 156:123-145. 2003
- Behavioral Diversity and a Probabilistically Optimal GP Ensemble. Genetic Programming and Evolvable Machines. 4:235-253. 2003
- Embedded landscapes. Evolutionary Computation. 10:345-369. 2002
- Predicting Epistasis from Mathematical Models. Evolutionary Computation. 7:69-101. 1999
chapter
- Ensemble Classifiers: AdaBoost and Orthogonal Evolution of Teams. Genetic Programming Theory and Practice VIII. Ed. Riolo, Rick L. Ann Arbor. 55-69. 2010
conference paper
- Evolving a real-time evacuation for urban disaster management. Genetic and Evolutionary Computation Conference - GECCO 2017. 1089-1096. 2017
- Learned Anticipation Strategy for Speed Control in an AUV Fleet. 2013 OCEANS - San Diego. 2014
- A Comparison of a Communication Strategies in Cooperative Learning. Proceedings of The Fourteenth International Conference On Genetic and Evolutionary Computation Conference. 153-160. 2012
- Ensemble Classifiers: Adaboost and Orthogonal Evolution of Teams. Genetic Programming Theory and Practice VIII. 55-69. 2011
- Improving performance and cooperation in multi-agent systems. Genetic Programming Theory and Practice V. 2008
- Training time and team composition robustness in evolved multi-agent systems. Genetic Programming (EuroGP) 2008. Proceedings. 2008
- Evolutionary optimization of cooperative heterogeneous teams . Evolutionary and Bio-Inspired Computation: Theory and Applications. 56306-56306. 2007
- Generalized embedded landscape and its decomposed representation. Simulated Evolution and Learning, Proceedings. 9-17. 2006
- String transformation-based Bayesian classification or proteins. Genetic and Evolutionary Computation (GECCO) 2006. Proceedings. 301-302. 2006
- Exploiting disruption aversion to control code bloat. GECCO 2005: 7th annual Genetic and Evolutionary Computation Conference. 1605-1612. 2005
- Using evolutionary optimization to improve Markov-based classification with limited training data. GECCO 2005: 7th annual Genetic and Evolutionary Computation Conference. 2211-2212. 2005
- Discrete branch length representations for genetic algorithms in phylogenetic search. Applications of Evolutionary Computing. 94-103. 2004
- Modeling multicellular and tumorous existence with genetic cellular automata. Artificial Life. 220-225. 2004
- Efficient linkage discovery by limited probing. Genetic and Evolutionary Computation - GECCO 2003, Pt. 1, Proceedings. 1003-1014. 2003
- Solution stability in evolutionary computation. International Symposium on Computer and Information Sciences (ISCIS) 2002. Proceedings. 237-241. 2003
- N-Version Genetic Programming via Fault Masking. Genetic Programming (EuroGP) 2002. Proceedings. 172-181. 2002
- Polynomial time summary statistics for a generalization of MAXSAT. GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference. 281-288. 1999
- Test function generators as embedded landscapes. Foundations of Genetic Algorithms. 183-198. 1999
- A tractable Walsh analysis of SAT and its implications for genetic algorithms. Assocation for the Advancement of Artificial Intelligence (AAAI) & Innovative Applications of Artificial Intelligence (IAAI), 1998. Proceedings. 392-397. 1998

Research

principal investigator on

COBRE: UID: Pilot: Algorithmic Improvement of Calls and Reads awarded by National Center for Research Resources (NCRR) 2011 - 2012

Teaching

is major professor for

Background

education and training

Ph.D. in Computer Science, Colorado State University 1999
M.S. in Computer Science, University of Arizona 1979
B.A. in Mathematics, University of Oklahoma 1977

Contact

full name

Robert B Heckendorn