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» Evolutionary computation: a unified approach
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AAAI
2006
15 years 1 months ago
Sample-Efficient Evolutionary Function Approximation for Reinforcement Learning
Reinforcement learning problems are commonly tackled with temporal difference methods, which attempt to estimate the agent's optimal value function. In most real-world proble...
Shimon Whiteson, Peter Stone
PPSN
2004
Springer
15 years 5 months ago
An Evolutionary Algorithm for the Maximum Weight Trace Formulation of the Multiple Sequence Alignment Problem
Abstract. The multiple sequence alignment problem (MSA) can be reformulated as the problem of finding a maximum weight trace in an alignment graph, which is derived from all pairw...
Gabriele Koller, Günther R. Raidl
PPSN
1998
Springer
15 years 4 months ago
Solving Binary Constraint Satisfaction Problems Using Evolutionary Algorithms with an Adaptive Fitness Function
This paper presents a comparative study of Evolutionary Algorithms (EAs) for Constraint Satisfaction Problems (CSPs). We focus on EAs where fitness is based on penalization of cons...
A. E. Eiben, Jano I. van Hemert, Elena Marchiori, ...
PERCOM
2005
ACM
15 years 11 months ago
A Location Model for Pervasive Computing Environments
This paper presents a world model for location-aware and user-aware services in ubiquitous computing environments. It can be dynamically organized like a tree based on geographica...
Ichiro Satoh
EDOC
2003
IEEE
15 years 5 months ago
Addressing Computational Viewpoint Design
Distributed System design is a highly complicated and non-trivial task. The problem is characterised by the need to design multi-threaded, multi-processor, and multimedia systems....
David H. Akehurst, John Derrick, A. Gill Waters