Loading...
Please wait, while we are loading the content...
Similar Documents
Automated Design of Combinational Logic Circuits Using Genetic Algorithms
| Content Provider | Semantic Scholar |
|---|---|
| Author | Coello, Carlos A. Coello Christiansen, Alan D. Aguirre, Arturo Hernández |
| Abstract | We introduce a method, based on a Genetic Algorithm (GA) approach, to design combinational logic circuits. This problem is quite difficult for a traditional GA, but we have overcome these difficulties and have implemented a computer program that can automatically generate high-quality circuit designs. We describe the important issues to consider when solving this circuit design problem: the importance of the representation scheme, the encoding function, and the definition of the fitness function. We compare the solutions produced by our system against those generated by a human designer. We also show that our representation approach, when compared to a standard binary encoding, produces better performance both in terms of quality of solution and in terms of speed of convergence. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://diyhpl.us/~bryan/papers2/Automated%20design%20of%20combinatorial%20logic%20circuits%20using%20genetic%20algorithms.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
