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GECCO
2007
Springer
155views Optimization» more  GECCO 2007»
14 years 3 months ago
Epsilon-constraint with an efficient cultured differential evolution
In this paper we present the use of a previously developed single-objective optimization approach, together with the -constraint method, to provide an approximation of the Pareto ...
Ricardo Landa Becerra, Carlos A. Coello Coello
GECCO
2007
Springer
158views Optimization» more  GECCO 2007»
14 years 3 months ago
A GP neutral function for the artificial ANT problem
This paper introduces a function that increases the amount of neutrality (inactive code in Genetic Programming) for the Artificial Ant Problem. The objective of this approach is t...
Esteban Ricalde, Katya Rodríguez-Váz...
GECCO
2007
Springer
181views Optimization» more  GECCO 2007»
14 years 3 months ago
Combining bond-graphs with genetic programming for unified/automated design of mechatronic or multi domain dynamic systems
The multi domain nature of a mechatronic system makes it difficult to model using a single modeling technique over the whole system as varying sets of system variables are require...
Saheeb Ahmed Kayani, Muhammad Afzaal Malik
GECCO
2007
Springer
166views Optimization» more  GECCO 2007»
14 years 3 months ago
Crossover: the divine afflatus in search
The traditional GA theory is pillared on the Building Block Hypothesis (BBH) which states that Genetic Algorithms (GAs) work by discovering, emphasizing and recombining low order ...
David Iclanzan
GECCO
2007
Springer
213views Optimization» more  GECCO 2007»
14 years 3 months ago
Aspects of adaptation in natural and artificial evolution
This work addresses selected aspects of natural evolution, especially of the field of population genetics, that are considered to be meaningful for algorithmic further development...
Michael Affenzeller, Stefan Wagner 0002, Stephan M...
GECCO
2007
Springer
144views Optimization» more  GECCO 2007»
14 years 3 months ago
Mixing independent classifiers
In this study we deal with the mixing problem, which concerns combining the prediction of independently trained local models to form a global prediction. We deal with it from the ...
Jan Drugowitsch, Alwyn Barry
GECCO
2007
Springer
144views Optimization» more  GECCO 2007»
14 years 3 months ago
Multiobjective network design for realistic traffic models
Network topology design problems find application in several real life scenarios. However, most designs in the past either optimize for a single criterion like delay or assume sim...
Nilanjan Banerjee, Rajeev Kumar
GECCO
2007
Springer
183views Optimization» more  GECCO 2007»
14 years 3 months ago
Evolving distributed agents for managing air traffic
Air traffic management offers an intriguing real world challenge to designing large scale distributed systems using evolutionary computation. The ability to evolve effective air t...
Adrian K. Agogino, Kagan Tumer