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EMO
2009
Springer
159views Optimization» more  EMO 2009»
14 years 6 months ago
Recombination for Learning Strategy Parameters in the MO-CMA-ES
The multi-objective covariance matrix adaptation evolution strategy (MO-CMA-ES) is a variable-metric algorithm for real-valued vector optimization. It maintains a parent population...
Thomas Voß, Nikolaus Hansen, Christian Igel
EMO
2009
Springer
155views Optimization» more  EMO 2009»
14 years 6 months ago
A Hybrid Integrated Multi-Objective Optimization Procedure for Estimating Nadir Point
A nadir point is constructed by the worst objective values of the solutions of the entire Pareto-optimal set. Along with the ideal point, the nadir point provides the range of obje...
Kalyanmoy Deb, Kaisa Miettinen, Deepak Sharma
EMO
2009
Springer
219views Optimization» more  EMO 2009»
14 years 6 months ago
An Elitist GRASP Metaheuristic for the Multi-objective Quadratic Assignment Problem
We propose an elitist Greedy Randomized Adaptive Search Procedure (GRASP) metaheuristic algorithm, called mGRASP/MH, for approximating the Pareto-optimal front in the multi-objecti...
Hui Li, Dario Landa Silva
ECSQARU
2009
Springer
14 years 6 months ago
Non-deterministic Distance Semantics for Handling Incomplete and Inconsistent Data
Abstract. We introduce a modular framework for formalizing reasoning with incomplete and inconsistent information. This framework is composed of non-deterministic semantic structur...
Ofer Arieli, Anna Zamansky
ECSQARU
2009
Springer
14 years 6 months ago
The Probabilistic Interpretation of Model-Based Diagnosis
Model-based diagnosis is the field of research concerned with the problem of finding faults ms by reasoning with abstract models of the systems. Typically, such models offer a ...
Ildikó Flesch, Peter J. F. Lucas
ECSQARU
2009
Springer
14 years 6 months ago
Extracting the Core of a Persuasion Dialog to Evaluate Its Quality
: A persuasion dialog is a dialog in which agents exchange arguments on a subject. In this kind of dialog, the agents disagree about the status of the subject and each one tries to...
Leila Amgoud, Florence Dupin de Saint-Cyr
ECSQARU
2009
Springer
14 years 6 months ago
Triangulation Heuristics for BN2O Networks
A BN2O network is a Bayesian network having the structure of a bipartite graph with all edges directed from one part (the top level) toward the other (the bottom level) and where a...
Petr Savický, Jirí Vomlel
ECSQARU
2009
Springer
14 years 6 months ago
Local Computation Schemes with Partially Ordered Preferences
Many computational problems linked to reasoning under uncertainty can be expressed in terms of computing the marginal(s) of the combination of a collection of (local) valuation fun...
Hélène Fargier, Nic Wilson