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CEC
2007
IEEE
13 years 11 months ago
Ranking-Dominance and Many-Objective Optimization
An alternative relation to Pareto-dominance is studied. The relation is based on ranking a set of solutions according to each separate objective and an aggregation function to calc...
Saku Kukkonen, Jouni Lampinen
DATE
2009
IEEE
134views Hardware» more  DATE 2009»
14 years 2 months ago
Massively multi-topology sizing of analog integrated circuits
This paper demonstrates a system that performs multiobjective sizing across 100,000 analog circuit topologies simultaneously, with SPICE accuracy. It builds on a previous system, ...
Pieter Palmers, Trent McConaghy, Michiel Steyaert,...
GECCO
2003
Springer
132views Optimization» more  GECCO 2003»
14 years 22 days ago
Evolutionary Multimodal Optimization Revisited
Abstract. We revisit a class of multimodal function optimizations using evolutionary algorithms reformulated into a multiobjective framework where previous implementations have nee...
Rajeev Kumar, Peter Rockett
ER
2010
Springer
121views Database» more  ER 2010»
13 years 6 months ago
Reasoning with Optional and Preferred Requirements
Abstract. Of particular concern in requirements engineering is the selection of requirements to implement in the next release of a system. To that end, there has been recent work o...
Neil A. Ernst, John Mylopoulos, Alexander Borgida,...
CEC
2011
IEEE
12 years 7 months ago
Curiosity-driven optimization
— The principle of artificial curiosity directs active exploration towards the most informative or most interesting data. We show its usefulness for global black box optimizatio...
Tom Schaul, Yi Sun, Daan Wierstra, Faustino J. Gom...