期刊论文、会议论文

Gong, Wenyin

英文

Lecture Notes in Computer Science

0302-9743

2010

6401

566-573

5th International Conference on Rough Set and Knowledge Technology (RSKT)

Lecture Notes in Artificial Intelligence

OCT 15-17, 2010

Beijing, PEOPLES R CHINA

[Jia, Liyuan;Huang, Li] Hunan City Univ, Dept Comp Sci, Yiyang 413000, Hunan, Peoples R China.^[Li, Lei] HeNan XinYang Normal Coll, Coll Comp & Informat Technol, Henan 464000, Peoples R China.^[Gong, Wenyin] China Univ Geosci, Sch Comp Sci, Wuhan 430074, Peoples R China.

Beijing Jiaotong Univ, Natl Nat Sci Fdn China (NSFC), Int Rough Set Soc (IRSS), Chinese Assoc Artificial Intelligence, Rough Sets & Soft Computat Soc (CRSSC)

Yu, J Greco, S Lingras, P Wang, G Skowron, A

HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY

SPRINGER-VERLAG BERLIN

978-3-642-16247-3

10.1007/978-3-642-16248-0_77

本校为第一机构

Differential evolution (DE) is an efficient and versatile evolutionary algorithm for global numerical optimization over continuous domain. Although DE is good at exploring the search space, it is slow at the exploitation of the solutions. To alleviate this drawback, in this paper, we propose a generalized hybrid generation scheme, which attempts to enhance the exploitation and accelerate the convergence velocity of the original DE algorithm. In the hybrid generation scheme the operator with powerful exploitation is hybridized with the original DE operator. In addition, a self-adaptive exploita...