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» Critical control of a genetic algorithm
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GECCO
2007
Springer
177views Optimization» more  GECCO 2007»
15 years 6 months ago
Evolving virtual creatures revisited
Thirteen years have passed since Karl Sims published his work on evolving virtual creatures. Since then, several novel approaches to neural network evolution and genetic algorithm...
Peter Krcah
ESTIMEDIA
2006
Springer
15 years 4 months ago
Loop Nest Splitting for WCET-Optimization and Predictability Improvement
This paper presents the influence of the loop nest splitting source code optimization on the worst-case execution time (WCET). Loop nest splitting minimizes the number of executed...
Heiko Falk, Martin Schwarzer
GECCO
2007
Springer
155views Optimization» more  GECCO 2007»
15 years 6 months ago
Observing the swarm behaviour during its evolutionary design
Evolutionary Algorithms (EAs) can be used for designing Particle Swarm Optimization (PSO) algorithms that work, in some cases, considerably better than the human-designed ones. By...
Laura Diosan, Mihai Oltean
124
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CORR
2010
Springer
102views Education» more  CORR 2010»
14 years 7 months ago
Superior Exploration-Exploitation Balance with Quantum-Inspired Hadamard Walks
This paper extends the analogies employed in the development of quantum-inspired evolutionary algorithms by proposing quantum-inspired Hadamard walks, called QHW. A novel quantum-...
Sisir Koppaka, Ashish Ranjan Hota
CDC
2009
IEEE
133views Control Systems» more  CDC 2009»
15 years 5 months ago
Arbitrarily modulated Markov decision processes
— We consider decision-making problems in Markov decision processes where both the rewards and the transition probabilities vary in an arbitrary (e.g., nonstationary) fashion. We...
Jia Yuan Yu, Shie Mannor