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» Using evolution strategies to solve DEC-POMDP problems
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CIG
2005
IEEE
14 years 1 months ago
Case-Injection Improves Response Time for a Real-Time Strategy Game
We present a case-injected genetic algorithm player for Strike Ops, a real-time strategy game. Such strategy games are fundamentally resource allocation optimization problems and o...
Chris Miles, Sushil J. Louis
ICRA
2007
IEEE
175views Robotics» more  ICRA 2007»
14 years 2 months ago
A Decision-Making Framework for Control Strategies in Probabilistic Search
Abstract— This paper presents the search problem formulated as a decision problem, where the searcher decides whether the target is present in the search region, and if so, where...
Timothy H. Chung, Joel W. Burdick
GECCO
2010
Springer
195views Optimization» more  GECCO 2010»
14 years 1 days ago
Improved step size adaptation for the MO-CMA-ES
The multi-objective covariance matrix adaptation evolution strategy (MO-CMA-ES) is an evolutionary algorithm for continuous vector-valued optimization. It combines indicator-based...
Thomas Voß, Nikolaus Hansen, Christian Igel
ISCAS
2003
IEEE
119views Hardware» more  ISCAS 2003»
14 years 1 months ago
Simulated evolution algorithm for multiobjective VLSI netlist bi-partitioning
In this paper, the Simulated Evolution algorithm (SimE) is engineered to solve the optimization problem of multi-objective VLSI netlist bi-partitioning. The multi-objective versio...
Sadiq M. Sait, Aiman H. El-Maleh, Rush H. Al-Abuji
GECCO
2009
Springer
131views Optimization» more  GECCO 2009»
13 years 12 months ago
Adaptive evolution: an efficient heuristic for global optimization
This paper presents a novel evolutionary approach to solve numerical optimization problems, called Adaptive Evolution (AEv). AEv is a new micro-population-like technique because i...
Francisco Viveros Jiménez, Efrén Mez...