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» Optimization by Simulation Metamodelling Methods
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GECCO
2006
Springer
137views Optimization» more  GECCO 2006»
13 years 11 months ago
A method for parameter calibration and relevance estimation in evolutionary algorithms
We present and evaluate a method for estimating the relevance and calibrating the values of parameters of an evolutionary algorithm. The method provides an information theoretic m...
Volker Nannen, A. E. Eiben
FECS
2010
131views Education» more  FECS 2010»
13 years 5 months ago
The Mythical Creature Approach - A Simulation Alternative to Building Computer Architectures
In this paper, we present a method to help teach computer architecture (or computer organization) by developing an in class system where the students, themselves, compile high-leve...
Peter Jamieson, Darrel Davis, Brooke Spangler
WSC
2001
13 years 9 months ago
Using simulation and neural networks to develop a scheduling advisor
The research using artificial intelligence and computer simulation introduces a new approach for solving the job shop-scheduling problem. The new approach is based on the developm...
Thanos Alifantis, Stewart Robinson
PPAM
2007
Springer
14 years 1 months ago
Parallel Simulated Annealing Algorithm for Graph Coloring Problem
Abstract. The paper describes an application of Parallel Simulated Annealing (PSA) for solving one of the most studied NP-hard optimization problems: Graph Coloring Problem (GCP). ...
Szymon Lukasik, Zbigniew Kokosinski, Grzegorz Swie...
AUTOMATICA
2008
126views more  AUTOMATICA 2008»
13 years 7 months ago
Local stability analysis using simulations and sum-of-squares programming
The problem of computing bounds on the region-of-attraction for systems with polynomial vector fields is considered. Invariant subsets of the region-of-attraction are characterize...
Ufuk Topcu, Andrew K. Packard, Peter Seiler