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TEC
2008
93views more  TEC 2008»
14 years 11 months ago
The Self-Organization of Interaction Networks for Nature-Inspired Optimization
Over the last decade, significant progress has been made in understanding complex biological systems, however there have been few attempts at incorporating this knowledge into natu...
James M. Whitacre, Ruhul A. Sarker, Q. Tuan Pham
GECCO
2010
Springer
197views Optimization» more  GECCO 2010»
15 years 2 months ago
Niching the CMA-ES via nearest-better clustering
We investigate how a niching based evolutionary algorithm fares on the BBOB function test set, knowing that most problems are not very well suited to this algorithm class. However...
Mike Preuss
KI
2008
Springer
14 years 11 months ago
ESO: Evolutionary Self-organization in Smart-Appliances Ensembles
: This paper presents an evolutionary algorithm applicable to the task of device adjustment in smart appliances ensembles. The algorithm requires very little environmental knowledg...
Stefan Goldmann, Ralf Salomon
ICARIS
2005
Springer
15 years 4 months ago
A Generic Framework for Population-Based Algorithms, Implemented on Multiple FPGAs
Many bio-inspired algorithms (evolutionary algorithms, artificial immune systems, particle swarm optimisation, ant colony optimisation, …) are based on populations of agents. Ste...
John Newborough, Susan Stepney
PPSN
1998
Springer
15 years 3 months ago
Inver-over Operator for the TSP
Abstract. In this paper we investigate the usefulness of a new operator, inver-over, for an evolutionary algorithm for the TSP. Inver-over is based on simple inversion, however, kn...
Guo Tao, Zbigniew Michalewicz