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TEC
2002
161views more  TEC 2002»
15 years 1 months ago
A fast and elitist multiobjective genetic algorithm: NSGA-II
Multiobjective evolutionary algorithms (EAs) that use nondominated sorting and sharing have been criticized mainly for their: 1) ( 3) computational complexity (where is the number ...
Kalyanmoy Deb, Samir Agrawal, Amrit Pratap, T. Mey...
EMO
2003
Springer
162views Optimization» more  EMO 2003»
15 years 6 months ago
PISA: A Platform and Programming Language Independent Interface for Search Algorithms
This paper introduces an interface specification (PISA) that allows to separate the problem-specific part of an optimizer from the problem-independent part. We propose a view of ...
Stefan Bleuler, Marco Laumanns, Lothar Thiele, Eck...
DATE
2006
IEEE
90views Hardware» more  DATE 2006»
15 years 7 months ago
Microarchitectural floorplanning under performance and thermal tradeoff
— In this paper, we present the first multi-objective microarchitectural floorplanning algorithm for designing highperformance, high-reliability processors in the early design ...
Michael B. Healy, Mario Vittes, Mongkol Ekpanyapon...
EMO
2005
Springer
123views Optimization» more  EMO 2005»
15 years 7 months ago
Initial Population Construction for Convergence Improvement of MOEAs
Nearly all Multi-Objective Evolutionary Algorithms (MOEA) rely on random generation of initial population. In large and complex search spaces, this random method often leads to an ...
Christian Haubelt, Jürgen Gamenik, Jürge...
GECCO
2004
Springer
131views Optimization» more  GECCO 2004»
15 years 7 months ago
Comparing Discrete and Continuous Genotypes on the Constrained Portfolio Selection Problem
In financial engineering the problem of portfolio selection has drawn much attention in the last decades. But still unsolved problems remain, while on the one hand the type of mod...
Felix Streichert, Holger Ulmer, Andreas Zell