| Author | Pensri Charoenchai |
| Call Number | AIT Thesis no.CS-94-2 |
| Subject(s) | Genetic algorithms
|
| Note | A thesis submitted ill partial fulfillment of the requirement for the degree of Master of
Engineering, School of Engineering and Technology |
| Publisher | Asian Institute of Technology |
| Abstract | One of most interesting topics in designing VP based A TM networks is optimal path
selection. This study presents an investigation of a traffic model. New optimization algorithms
are proposed to solve the problem of link and path capacity planning together with VP
rearrangement technique of VP-based ATM networks, employing the four criteria, link cost,
node cost, transfer delay, and cell loss rate. Each criterion is given a weight in order to achieve
a least costly, feasible path. A multi-level genetic algorithm is proposed as optimization
technique.
MIMlllK and M/D/l/K models are presented to calculate cell loss probability. As first
prototype of the proposed algorithm, M/M/l/K implements an example of solving a
homogeneous traffic type. |
| Year | 1994 |
| Type | Thesis |
| School | School of Engineering and Technology (SET) |
| Department | Other Field of Studies (No Department) |
| Academic Program/FoS | Computer Science (CS) |
| Chairperson(s) | Vilas Wuwongse |
| Examination Committee(s) | Takahashi, Kenzo ;Huynh Ngoc Phien
|
| Scholarship Donor(s) | Asian Institute of Technology Partial |
| Degree | Thesis (M.Eng.) - Asian Institute of Technology, 1994 |