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ICARIS
2005
Springer
15 years 3 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
IJCAI
2003
14 years 10 months ago
When Evolving Populations is Better than Coevolving Individuals: The Blind Mice Problem
This paper is about the evolutionary design of multi-agent systems. An important part of recent research in this domain has been focusing on collaborative revolutionary methods. W...
Thomas Miconi
GECCO
2008
Springer
144views Optimization» more  GECCO 2008»
14 years 10 months ago
Maintaining diversity through adaptive selection, crossover and mutation
This paper presents an Adaptive Genetic Algorithm (AGA) where selection pressure, crossover and mutation probabilities are adapted according to population diversity statistics. Th...
Brian McGinley, Fearghal Morgan, Colm O'Riordan
EMO
2001
Springer
125views Optimization» more  EMO 2001»
15 years 1 months ago
Adapting Weighted Aggregation for Multiobjective Evolution Strategies
The conventional weighted aggregation method is extended to realize multi-objective optimization. The basic idea is that systematically changing the weights during evolution will l...
Yaochu Jin, Tatsuya Okabe, Bernhard Sendhoff
88
Voted
ACL
1998
14 years 10 months ago
Spontaneous Lexicon Change
The paper argues that language change can be explained through the stochasticity observed in real-world natural language use. This thesis is demonstrated by modeling language use ...
Luc Steels, Frédéric Kaplan