512 search results - page 1 / 103 » On Evolutionary Optimization of Large Problems Using Small P... |
ICNC
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. Small populations are very desirable for reducing the required computational resources in evolutionary optimization of complex real-world problems. Unfortunately, the sea...
MICAI
2007
Springer
13 years 10 months ago
2007
Springer
This paper presents a particle swarm optimizer for solving constrained optimization problems which adopts a very small population size (five particles). The proposed approach uses...
GECCO
2009
Springer
13 years 2 months ago
2009
Springer
Cooperative approaches have proved to be very useful in evolutionary computation due to their ability to solve efficiently high-dimensional complex problems through the cooperatio...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
We present a new method of Logic-Based Genetic Programming (LBGP). Using the intrinsic mechanism of backtracking in Prolog, we utilize large individual programs with redundant clau...
ESCIENCE
2006
IEEE
13 years 10 months ago
2006
IEEE
Most Ant Colony Optimization (ACO) algorithms are able to find a single (or few) optimal, or near-optimal, solutions to difficult (NP-hard) problems. An issue though is that a s...