Knowledge discovery with GA-RS method on airline route

tealackingAI and Robotics

Nov 8, 2013 (3 years and 10 months ago)

87 views

Knowledge
discovery

with GA
-
RS method
on
airline route

decision

after K
-
means cluster
analysis

Liu Qing
1

Wu Tongshui
2

Abstract:

Data
cluster and mining
is a very

important part of today’s knowledge discovery.

Therefore, finding the right

information can be

difficult if not impossible. One

approach that tries
to solve this problem is by using

clustering techniques for grouping similar data

together in order
to facilitate presentation of results in

more compact form and enable
classified

the results

set. In
t
his paper, a data clustering techniques
named as K
-
means cluster
is

presented with emphasis on
application to
airline route decision
.
The rough set based genetic

algorithm
after

clustering
large
scale airline needed
data is presented and its practical

impl
ementation is discussed

in case study
.

The experimental results show that

the proposed method induced
optimum

generalized rules

efficiently.

K
eyword:

Knowledge discovery; rough set; genetic algorithm; K
-
means cluster;





1

L
iu

Qing
, Tel:13770774552
;

E
-
mail a
ddress
:

liuqing
@
nuaa.edu.cn

2

W
u
Tongshui
,

E
-
mail address
:

tswu
@
cauc.edu.cn