Design metrics and visualization techniques for analyzing the performance of MOEAs in DSE

Proceedings - 2011 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2011

Volumn , Issue , 2011, Pages 67-76

  Taghavi, Toktam ^a   Pimentel, Andy D ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

Design space exploration; multi objective evolutionary algorithms; quality metrics; visualization

Indexed keywords

DESIGN METRICS; DESIGN SPACE EXPLORATION; DESIGN SPACES; INTERACTIVE VISUALIZATION TOOL; MULTI OBJECTIVE EVOLUTIONARY ALGORITHMS; OPTIMIZATION ALGORITHMS; QUALITY METRICS; SEARCH PROCESS; SEARCHING ALGORITHMS; SPECIFIC PROBLEMS; SYSTEM LEVEL DESIGN; VISUALIZATION TECHNIQUE;

COMPUTER ARCHITECTURE; COMPUTER SIMULATION; DESIGN; EMBEDDED SYSTEMS; MULTIOBJECTIVE OPTIMIZATION; SPACE RESEARCH; USER INTERFACES; VISUALIZATION;

EVOLUTIONARY ALGORITHMS;

EID: 80155210199     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SAMOS.2011.6045446     Document Type: Conference Paper

References (6)

1. Zitzler, E., Thiele, L.: Multiobjective Optimization Using Evolutionary Algorithms - A Comparative Case Study, in PPSN-V, 1998.
2. Van Veldhuizen, D.A.: Multiobjective Evolutionary Algorithms: Classifications, Analyses, and New Innovations, PhD thesis, Graduate School of Engineering of the Air Force Institute of Technology, Air University, June 1999.
3. Erbas, C., Cerav-Erbas, S., Pimentel, A.D.: Multiobjective Optimization and Evolutionary Algorithms for the Application Mapping Problem in Multiprocessor System-on-Chip Design, IEEE Transactions on Evolutionary Computation, pp. 358-374, Vol. 10 (No. 3), June 2006.
4. Ang, K.H., Chong, G., Li, Y.: Visualization Technique for Analyzing Non-Dominated Set Comparison, In SEAL'02, Singapore, 2002.
5. Taghavi, T., Pimentel, A.D.: Visualization of multi-objective design space exploration for embedded systems, DSD 2010, Lille, France.
6. Schot, J.R., Fault Tolerant Design Using Single and Multicriteria Genetic Algorithm Optimization, Master's thesis, 1995.