Name
Title | ||
|---|---|---|
Extraction of Design Patterns from Evolutionary Algorithms Using Case-Based Reasoning |
Abstract | ||
|---|---|---|
In this paper we show a scheme based on case-based reasoning to extract design patterns from a genetic algorithm used to optimize combinational circuits at the gate-level. The approach is able to rediscover several of the traditional Boolean rules used for circuit simplification and it also finds new simplification rules. Also, we illustrate how the approach can be used to reduce convergence times of a genetic algorithm using previously found solutions as cases to solve similar problems. |
Year | DOI | Venue |
|---|---|---|
2001 | 10.1007/3-540-45443-8_22 | ICES |
Keywords | Field | DocType |
design patterns,design pattern,genetic algorithm,case-based reasoning,convergence time,new simplification rule,similar problem,traditional boolean rule,circuit simplification,combinational circuit,case base reasoning,evolutionary algorithm,use case | Convergence (routing),Evolutionary algorithm,Computer science,Software design pattern,Combinational logic,Combinatorial optimization,Artificial intelligence,Case-based reasoning,Genetic algorithm | Conference |
ISBN | Citations | PageRank |
3-540-42671-X | 2 | 0.50 |
References | Authors | |
6 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| E. Islas Pérez | 1 | 3 | 0.86 |
| C. A. Coello Coello | 2 | 5799 | 427.99 |
| Arturo Hernández Aguirre | 3 | 405 | 58.10 |