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115
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INFORMS
2007
15 years 1 months ago
2007
— We describe the development and testing of a metaheuristic procedure, based on the scatter search methodology, for the problem of approximating the efficient frontier of nonlin...
112
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EPIA
2001
Springer
15 years 6 months ago
2001
Springer
This paper addresses constraint solving over continuous domains in the context of decision making, and discusses the trade-off between precision in the definition of the solution s...
137
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ICTAI
2010
IEEE
14 years 11 months ago
2010
IEEE
This work presents the concept of Continuous Search (CS), which objective is to allow any user to eventually get their constraint solver achieving a top performance on their proble...
115
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CPAIOR
2006
Springer
15 years 3 months ago
2006
Springer
As many real-world problems involve user preferences, costs, or probabilities, constraint satisfaction has been extended to optimization by generalizing hard constraints to soft co...
109
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UAI
2008
15 years 3 months ago
2008
Approximate linear programming (ALP) is an efficient approach to solving large factored Markov decision processes (MDPs). The main idea of the method is to approximate the optimal...