CEC
2005
IEEE
13 years 6 months ago
2005
IEEE
Abstract- Significant operational cost and energy savings can be achieved by optimising the schedules of pumps, which pump water from source reservoirs to storage tanks, in Water ...
CEC
2005
IEEE
13 years 6 months ago
2005
IEEE
In this paper, we study the dynamical properties of the population based incremental learning (PBIL) algorithm when it uses truncation, proportional, and Boltzmann selection schema...
CEC
2005
IEEE
13 years 6 months ago
2005
IEEE
The dynamics of neural and other automata networks are defined to a large extent by their topologies. Artificial evolution constitutes a practical means by which an optimal topolog...
CEC
2005
IEEE
13 years 6 months ago
2005
IEEE
The problem of scheduling a parallel program given by a Directed Acyclic Graph (DAG) of tasks is a well-studied area. We present a new approach which employs Differential Evolution...
CEC
2005
IEEE
13 years 6 months ago
2005
IEEE
Biomechanics is a science of examining the internal and external forces on the human body. In biomechanics, forward dynamics simulation models can be used to study optimal control ...
CEC
2005
IEEE
13 years 6 months ago
2005
IEEE
This paper presents an investigation into exploiting the population-based nature of Learning Classifier Systems for their use within highly-parallel systems. In particular, the use...
CEC
2005
IEEE
13 years 6 months ago
2005
IEEE
Simulated evolution by the use of Genetic Algorithms (GA) is presented as the solution to a twofaceted problem: the challenge for an autonomous agent to learn the reactive componen...
CEC
2005
IEEE
13 years 6 months ago
2005
IEEE
Abstract- Decomposing a complex computational problem into sub-problems, which are computationally simpler to solve individually and which can be combined to produce a solution to ...
CEC
2005
IEEE
13 years 6 months ago
2005
IEEE
We apply XCS with computed prediction (XCSF) to tackle multistep reinforcement learning problems involving continuous inputs. In essence we use XCSF as a method of generalized rein...
CEC
2005
IEEE
13 years 6 months ago
2005
IEEE
Abstract- Theoretical analysis of the dynamics of evolutionary algorithms is believed to be very important to understand the search behavior of evolutionary algorithms and to devel...