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» Investigating human-computer optimization
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EVOW
2004
Springer
15 years 9 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...
GECCO
2004
Springer
111views Optimization» more  GECCO 2004»
15 years 9 months ago
Cooperative Problem Solving Using an Agent-Based Market
A key problem in multi-agent systems research is identifying appropriate techniques to facilitate effective cooperation between agents. In this paper, we investigate the efficacy o...
David Cornforth, Michael Kirley
GECCO
2004
Springer
138views Optimization» more  GECCO 2004»
15 years 9 months ago
Comparing Genetic Programming and Evolution Strategies on Inferring Gene Regulatory Networks
Abstract. In recent years several strategies for inferring gene regulatory networks from observed time series data of gene expression have been suggested based on Evolutionary Algo...
Felix Streichert, Hannes Planatscher, Christian Sp...
GECCO
2004
Springer
15 years 9 months ago
Fitness Clouds and Problem Hardness in Genetic Programming
This paper presents an investigation of genetic programming fitness landscapes. We propose a new indicator of problem hardness for tree-based genetic programming, called negative ...
Leonardo Vanneschi, Manuel Clergue, Philippe Colla...
ILP
2004
Springer
15 years 9 months ago
On the Effect of Caching in Recursive Theory Learning
This paper focuses on inductive learning of recursive logical theories from a set of examples. This is a complex task where the learning of one predicate definition should be inter...
Margherita Berardi, Antonio Varlaro, Donato Malerb...