Solving the protein structure prediction problem through a multiobjective genetic algorithm

2002 International Conference on Computational Nanoscience and Nanotechnology - ICCN 2002

Volumn , Issue , 2002, Pages 32-35

  Day, R ^a   Zydallis, J ^a   Lament, G ^a  

^a Air Force Institute of Technology   (United States)

Author keywords

Energy Minimization; Fast Messy Genetic Algorithm; Multiobjective Optimization; Protein Structure Prediction Problem

Indexed keywords

COMPUTATIONAL METHODS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; PARETO PRINCIPLE; PROBLEM SOLVING; STRUCTURAL OPTIMIZATION;

ENERGY MINIMIZATION; MESSY GENETIC ALGORITHMS; MULTIOBJECTIVE OPTIMIZATION; PROTEIN STRUCTURE PREDICTION PROBLEMS;

PROTEINS;

EID: 6344291681     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. David E. Goldberg, Kalyanmoy Deb, Hillol Kargupta, and Georges Harik. Rapid, accurate optimization of difficult problems using fast messy genetic algorithms. In Stephanie Forrest, editor, Proceedings of the Fifth International Conference on Genetic Algorithms, pages 56-64, San Mateo, CA, July 1993. Morgan Kaufmann Publishers.
2. Laurence D. Merkle, George H. Gates, Jr., Gary B. Lamont, and Ruth Pachter. Application of the parallel fmga to the protein structure prediction problem. Proceedings of the Intel Supercomputer Users' Group Users Conference, pages 189-195, 1994.
3. Kenneth M. Merz and Scott M. Le Grand, editors. The Protein Folding Problem and Tertiary Structure Prediction. Springer, New York, 1994.
4. Steven R. Michaud. Solving the Protein Structure Prediction Problem with Parallel Messy Genetic Algorithms. Master's thesis, Air Force Institute of Technology, Wright Patterson AFB, March 2001. AFIT/GCS/ENG/01M.
5. Steven R. Michaud, Jesse B. Zydallis, Gary Lamont, and Ruth Pachter. Scaling a genetic algorithm to medium-sized peptides by detecting secondary structures with an analysis of building blocks. In Matthew Laudon and Bart Romanowicz, editors, Proceedings of the First International Conference on Computational Nanoscience, pages 29-32, Hilton Head, SC, March 2001.
6. Jesse B. Zydallis, David A. Van Veldhuizen, and Gary B. Lamont. A Statistical Comparison of MOEAs Including the MOMGA-II. In Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello Coello, and David Corne, editors, First International Conference on Evolutionary Multi-Criterion Optimization, pages 226-240. Springer-Verlag. Lecture Notes in Computer Science No. 1993, 2001.