- XCS for Dynamic Environments
+ Continuous versions of XCS
+ Test problem: real multiplexer
+ Experiments: XCS is explored in dynamic environments with different magnitudes of change to the underlying concepts.
+Reference papers:
H.H. Dam, H.A. Abbass, C.J. Lokan, Evolutionary Online Data Mining – an Investigation in a Dynamic Environment. 2005, accepted for a book chapter in Springer Series on Studies in Computational Intelligence
H.H. Dam, H.A. Abbass, C.J. Lokan, Be Real! XCS with Continuous-Valued Inputs. IWLCS 2005, (International Workshop on Learning Classifier Systems). Washington DC, June 2005.
給定n 個整數a ,a , ,an 1 2 組成的序列, a n i | |£ ,1 £ i £ n。如果對于i £ j ,有
0 = å
=
j
k i
k a ,則稱序列區間i i j a , a , , a +1 為一個零和區間,相應的區間長度為j-i+1。
給定n 個整數a ,a , ,an 1 2 組成的序列, a n i | |£ ,1 £ i £ n。如果對于i £ j ,有
0 = å
=
j
k i
k a ,則稱序列區間i i j a , a , , a +1 為一個零和區間,相應的區間長度為j-i+1。
假定已經有許多應用采用了程序1 - 1 5中所定義的C u r r e n c y類,現在我們想要對C u r r e n c y類
的描述進行修改,使其應用頻率最高的兩個函數A d d和I n c r e m e n t可以運行得更快,從而提高應
用程序的執行速度。由于用戶僅能通過p u b l i c部分所提供的接口與C u r r e n c y類進行交互,
out< "please input the number of the nodes"<<endl
cin>>nodesNum
cout<<"please input the graph"<<endl
for( i = 1 i<=nodesNum i++)
for( j = 1 j <= nodesNum j++)
cin>>graph[i][j] */