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EVOW
2012
Springer
14 years 23 days ago
Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection
We are using bandit-based adaptive operator selection while autotuning parallel computer programs. The autotuning, which uses evolutionary algorithm-based stochastic sampling, take...
Maciej Pacula, Jason Ansel, Saman P. Amarasinghe, ...
111
Voted
EVOW
2006
Springer
15 years 8 months ago
The Honeybee Search Algorithm for Three-Dimensional Reconstruction
Abstract. This paper investigates the communication system of honeybees with the purpose of obtaining an intelligent approach for threedimensional reconstruction. A new framework i...
Gustavo Olague, Cesar Puente
EC
2008
116views ECommerce» more  EC 2008»
15 years 5 months ago
Efficient Evaluation Functions for Evolving Coordination
Abstract-- This paper presents a method for creating evaluation functions that efficiently promote coordination in a multiagent system, allowing single-agent evolutionary computati...
Adrian K. Agogino, Kagan Tumer
152
Voted
BMCBI
2008
132views more  BMCBI 2008»
15 years 5 months ago
The Average Mutual Information Profile as a Genomic Signature
Background: Occult organizational structures in DNA sequences may hold the key to understanding functional and evolutionary aspects of the DNA molecule. Such structures can also p...
Mark Bauer, Sheldon M. Schuster, Khalid Sayood
ACSC
2005
IEEE
15 years 10 months ago
Graph Grammar Encoding and Evolution of Automata Networks
The global dynamics of automata networks (such as neural networks) are a function of their topology and the choice of automata used. Evolutionary methods can be applied to the opt...
Martin H. Luerssen