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GECCO
2006
Springer
15 years 9 months ago
MOGE: GP classification problem decomposition using multi-objective optimization
A novel approach to classification is proposed in which a Paretobased ranking of individuals is used to encourage multiple individuals to participate in the solution. To do so, th...
Andrew R. McIntyre, Malcolm I. Heywood
HYBRID
2001
Springer
15 years 10 months ago
Hybrid Geodesics as Optimal Solutions to the Collision-Free Motion Planning Problem
In this paper we address the problem of designing energy minimizing collision-free maneuvers for multiple agents moving on a plane. We show that the problem is equivalent to that o...
Jianghai Hu, Maria Prandini, Karl Henrik Johansson...
EMO
2006
Springer
122views Optimization» more  EMO 2006»
15 years 9 months ago
Substitute Distance Assignments in NSGA-II for Handling Many-objective Optimization Problems
Many-objective optimization refers to optimization problems with a number of objectives considerably larger than two or three. In this paper, a study on the performance of the Fast...
Mario Köppen, Kaori Yoshida
CDC
2009
IEEE
111views Control Systems» more  CDC 2009»
15 years 10 months ago
An optimal investment problem with randomly terminating income
Abstract— We investigate an optimal consumption and investment problem where we receive a certain fixed income stream that is terminated at a random time. It turns out that the ...
Michel H. Vellekoop, Mark Davis
EVOW
2010
Springer
15 years 11 months ago
Memory Design for Constrained Dynamic Optimization Problems
A proposal for a memory design is given that is suitable for solving constrained dynamic optimization problems by an evolutionary m. Based on ideas from abstract memory, two scheme...
Hendrik Richter