Analysis of global exploration of island model genetic algorithm

Experience of Designing and Application of CAD Systems in Microelectronics - Proceedings of the 10th International Conference, CADSM 2009

Volumn , Issue , 2009, Pages 280-281

  Artyushenko, Bogdan ^a  

^a ZAPORIZHZHYA NATIONAL TECHNICAL UNIVERSITY   (Ukraine)

Author keywords

Diversity mechanism; Exploration; Genetic algorithm; Island model

Indexed keywords

DIVERSITY MECHANISM; EXPLORATION; GLOBAL EXPLORATION; ISLAND MODEL; ISLAND MODEL GENETIC ALGORITHM; OPTIMIZATION METHOD; RUN-TIME ANALYSIS; TEST FUNCTIONS; TRANSFER TECHNIQUE;

GENETIC ALGORITHMS; MICROELECTRONICS; PARALLEL ALGORITHMS;

MATHEMATICAL MODELS;

EID: 67650690908     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. N. Chaiyaratana, T. Piroonratana, and N. Sangkawelert. Effects of diversity control in single-objective and multi-objective genetic algorithms. Journal of Heuristics, 13(1):1-34, 2007
2. S. Fischer and I. Wegener. The one-dimensional Ising model: Mutation versus recombination. Theoretical Computer Science, 344(2-3):208-225, 2005.
3. T. Friedrich, P.S. Oliveto, D. Sudholt, C. Witt "Theoretical analysis of diversity mechanisms for global exploration" in Proceedings of the 10th annual conference on Genetic and evolutionary computation, New York, USA, 2008, pp. 945-952.
4. V. Scott Gordon and Darrell Whitley "Serial and parallel genetic algorithms as function optimizers" in Proceedings of the Fifth International Conference on Genetic Algorithms, Morgan Kaufmann, 1993, pp. 177-183.