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» Object Evolution by Model Evolution
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EVOW
2004
Springer
15 years 6 months ago
Self-Adaptive Scouting - Autonomous Experimentation for Systems Biology
Abstract. We introduce a new algorithm for autonomous experimentation. This algorithm uses evolution to drive exploration during scientific discovery. Population size and mutation...
Naoki Matsumaru, Florian Centler, Klaus-Peter Zaun...
AGTIVE
2007
Springer
15 years 4 months ago
Shaped Generic Graph Transformation
Abstract. Since the systematic evolution of graph-like program models has become important in software engineering, graph transformation has gained much attention in this area. For...
Frank Drewes, Berthold Hoffmann, Dirk Janssens, Ma...
202
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ACRI
2010
Springer
15 years 2 months ago
Parallel Composition of Asynchronous Cellular Automata Simulating Reaction Diffusion Processes
A method of constructing asynchronous cellular automata (ACA model) as a parallel composition of two interacting ACA is presented. The resulting ACA is intended to simulate a proce...
Olga L. Bandman
TEC
2002
120views more  TEC 2002»
15 years 5 days ago
Optimization based on bacterial chemotaxis
We present an optimization algorithm based on a model of bacterial chemotaxis. The original biological model is used to formulate a simple optimization algorithm, which is evaluate...
Sibylle D. Müller, Jarno Marchetto, Stefano A...
GECCO
2010
Springer
187views Optimization» more  GECCO 2010»
15 years 3 months ago
Evolving agent behavior in multiobjective domains using fitness-based shaping
Multiobjective evolutionary algorithms have long been applied to engineering problems. Lately they have also been used to evolve behaviors for intelligent agents. In such applicat...
Jacob Schrum, Risto Miikkulainen