512 search results - page 1 / 103 » On Evolutionary Optimization of Large Problems Using Small P... |
ICNC
2005
Springer
15 years 3 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
15 years 3 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
14 years 7 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
15 years 2 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
15 years 3 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...