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GECCO
2005
Springer
128views Optimization» more  GECCO 2005»
13 years 10 months ago
Fitness-based neighbor selection for multimodal function optimization
We propose a selection scheme called Fitness-based Neighbor Selection (FNS) for multimodal optimization. The FNS is aimed for ill-scaled and locally multimodal domain, both found ...
Shin Ando, Shigenobu Kobayashi
CISIM
2007
IEEE
13 years 10 months ago
A Particle Swarm Optimization Algorithm for Neighbor Selection in Peer-to-Peer Networks
Peer-to-peer (P2P) topology has significant influence on the performance, search efficiency and functionality, and scalability of the application. In this paper, we propose a P...
Shichang Sun, Ajith Abraham, Guiyong Zhang, Hongbo...
FLAIRS
2004
13 years 5 months ago
Multimodal Function Optimization Using Local Ruggedness Information
In multimodal function optimization, niching techniques create diversification within the population, thus encouraging heterogeneous convergence. The key to the effective diversif...
Jian Zhang 0007, Xiaohui Yuan, Bill P. Buckles
EUROGP
1998
Springer
113views Optimization» more  EUROGP 1998»
13 years 8 months ago
Fitness Causes Bloat: Mutation
The problem of evolving, using mutation, an artificial ant to follow the Santa Fe trail is used to study the well known genetic programming feature of growth in solution length. Kn...
William B. Langdon, Riccardo Poli
GECCO
2000
Springer
131views Optimization» more  GECCO 2000»
13 years 8 months ago
A Genetic Algorithm with Tabu Search for Multimodal and Multiobjective Function Optimization
The integration of genetic algorithms (GAs) and tabu search is one of traditional problems in function optimization in the GA literature. However, most proposed methods have utili...
Setsuya Kurahashi, Takao Terano