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» Timing closure: the solution and its problems
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GECCO
2005
Springer
152views Optimization» more  GECCO 2005»
15 years 3 months ago
A multi-objective genetic algorithm for robust design optimization
Real-world multi-objective engineering design optimization problems often have parameters with uncontrollable variations. The aim of solving such problems is to obtain solutions t...
Mian Li, Shapour Azarm, Vikrant Aute
GECCO
2003
Springer
15 years 3 months ago
A Kernighan-Lin Local Improvement Heuristic That Solves Some Hard Problems in Genetic Algorithms
We present a Kernighan-Lin style local improvement heuristic for genetic algorithms. We analyze the run-time cost of the heuristic. We demonstrate through experiments that the heur...
William A. Greene
JAIR
2006
111views more  JAIR 2006»
14 years 10 months ago
Learning in Real-Time Search: A Unifying Framework
Real-time search methods are suited for tasks in which the agent is interacting with an initially unknown environment in real time. In such simultaneous planning and learning prob...
Vadim Bulitko, Greg Lee
ICRA
2007
IEEE
143views Robotics» more  ICRA 2007»
15 years 4 months ago
Anytime, Dynamic Planning in High-dimensional Search Spaces
— We present a sampling-based path planning and replanning algorithm that produces anytime solutions. Our algorithm tunes the quality of its result based on available search time...
Dave Ferguson, Anthony Stentz
ICRA
2002
IEEE
108views Robotics» more  ICRA 2002»
15 years 2 months ago
Real-Time Obstacle Avoidance for Polygonal Robots with a Reduced Dynamic Window
In this paper we present an approach to obstacle avoidance and local path planning for polygonal robots. It decomposes the task into a model stage and a planning stage. The model ...
Kai Oliver Arras, Jan Persson, Nicola Tomatis, Rol...