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» Evolution of Biological Complexity
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GECCO
2009
Springer
151views Optimization» more  GECCO 2009»
15 years 10 months ago
Evolution of functional specialization in a morphologically homogeneous robot
A central tenet of embodied artificial intelligence is that intelligent behavior arises out of the coupled dynamics between an agent’s body, brain and environment. It follows t...
Joshua S. Auerbach, Josh C. Bongard
121
Voted
CAISE
2009
Springer
15 years 10 months ago
Analysis and Validation of Control-Flow Complexity Measures with BPMN Process Models
Evaluating the complexity of business processes during the early stages of their development, primarily during the process modelling phase, provides organizations and stakeholder w...
Elvira Rolón Aguilar, Jorge Cardoso, F&eacu...
EUROGP
2001
Springer
103views Optimization» more  EUROGP 2001»
15 years 8 months ago
Computational Complexity, Genetic Programming, and Implications
Recent theory work has shown that a Genetic Program (GP) used to produce programs may have output that is bounded above by the GP itself [l]. This paper presents proofs that show t...
Bart Rylander, Terence Soule, James A. Foster
AIIDE
2008
15 years 6 months ago
Constructing Complex NPC Behavior via Multi-Objective Neuroevolution
It is difficult to discover effective behavior for NPCs automatically. For instance, evolutionary methods can learn sophisticated behaviors based on a single objective, but realis...
Jacob Schrum, Risto Miikkulainen
111
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ECAL
2007
Springer
15 years 10 months ago
The Role of Collective Reproduction in Evolution
To look for an answer to the puzzle of why complexity may increase, this paper looks to the major evolutionary transitions – a recurring pattern where individuals give up their r...
John Bryden