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» On Set-Based Multiobjective Optimization
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TACAS
2007
Springer
165views Algorithms» more  TACAS 2007»
14 years 3 months ago
Multi-objective Model Checking of Markov Decision Processes
We study and provide efficient algorithms for multi-objective model checking problems for Markov Decision Processes (MDPs). Given an MDP, M, and given multiple linear-time (ω-regu...
Kousha Etessami, Marta Z. Kwiatkowska, Moshe Y. Va...
TEC
2002
161views more  TEC 2002»
13 years 8 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»
14 years 2 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»
14 years 3 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»
14 years 2 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...