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Abstract: A novel algorithm for the global optimization of functions (C-RTS) is presented, in which a combinatorial optimization method cooperates with a stochastic local minimizer. The combinatorial optimization component, based on the Reactive Tabu Search recently proposed by the authors, locates the most promising "boxes," where starting points for the local minimizer are generated. In order to cover a wide spectrum of possible applications with no user intervention, the method is designed with... (Update)
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...a straightforward discretization of the domain is used. A novel algorithm for the global optimization of functions (C RTS) is presented in [9], in which a combinatorial optimization method cooperates with a stochastic local minimizer. The combinatorial optimization component,...
.... a result of these studies the reactive tabu search framework has been presented also as a version for continuous optimization problems [4]. Penalty methods [5] are known in linear and non linear programming, where a constrained problem is transformed into an unconstrained one...
Cited by: More
Penalty Search - Nurmilaakso (Correct)
Reactive Search: Toward Self-Tuning Heuristics - Battiti (1996) (Correct)
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0.6: Training Neural Nets with the Reactive Tabu Search - Battiff, Tecchiolli (Correct)
0.4: Learning with First, Second, and No Derivatives: a.. - Roberto Battiti.. (1994) (Correct)
0.4: Parallel Approaches to Stochastic Global Optimization - Rudolph (1992) (Correct)
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1.4: The Reactive Tabu Search - Battiti, al. (1993) (Correct)
0.9: Vector Quantization with the Reactive Tabu Search - Battiti, Tecchiolli, Tonella (1995) (Correct)
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2: The reactive tabu search - Battiti, Tecchiolli - 1994
2: Local search with memory: Benchmarking RTS - Battiti, Tecchiolli - 1995
2: Tabu search part (context) - Glover - 1989
BibTeX entry: (Update)
R. Battiti and G. Tecchiolli (1995) The continuous reactive tabu search: blending combinatorial optimization and stochastic search for global optimization. Annals of Operations Research, in press. http://citeseer.ist.psu.edu/battiti95continuous.html More
@misc{ battiti95continuous,
author = "R. Battiti and G. Tecchiolli",
title = "The continuous reactive tabu search: blending combinatorial optimization
and stochastic search for global optimization",
text = "R. Battiti and G. Tecchiolli (1995) The continuous reactive tabu search:
blending combinatorial optimization and stochastic search for global optimization.
Annals of Operations Research, in press.",
year = "1995",
url = "citeseer.ist.psu.edu/battiti95continuous.html" }
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174 Tabu Search - part II (context) - Glover - 1990
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101 The Reactive Tabu Search - Battiti, Tecchiolli - 1994
48 Minimization by random search techniques (context) - Solis, J-B - 1981
33 Towards Global Optimization (context) - Dixon, Szego - 1978
22 Training neural nets with the reactive tabu search - Battiti, Tecchiolli - 1993
21 Parallel biased search for combinatorial optimization: genet.. (context) - Battiti, Tecchiolli - 1992
20 an introductory analysis with applications to biology (context) - Holland, natural et al. - 1975
15 Widely Convergent Method for Finding Multiple Solutions of S.. (context) - Branin - 1992
12 Global Optimization by Controlled Random Search (context) - Price - 1983
10 Local search with memory: benchmarking RTS - Battiti, Tecchiolli - 1993
9 On random minimization of functions - Brunelli, Tecchiolli - 1991
8 Stochastic minimization with adaptive memory - Brunelli, Tecchiolli - 1994
8 Simulated annealing and tabu search in the long run: a compa.. (context) - Battiti, Tecchiolli - 1994
8 On training neural nets through stochastic minimization - Brunelli - 1994
8 Bayesian stopping rules for multistart global optimization m.. (context) - Boender, Kan - 1987
7 On descent from local minima (context) - Goldstein, Price - 1971
7 Global Optimization Algorithms for a CAD Workstation (context) - Price - 1987
5 A new method of locating the maximum of an arbitrary multipe.. (context) - Kushner - 1963
4 The Reactive Tabu Search for Machine Learning (context) - Battiti - 1993
4 Optimization of Functions with Many Minima (context) - Bilbro, Snyder
1 i and G. Tecchiolli, Learning with First, Second, and No Der.. (context) - Battit - 1994
1 Computational experience with a multistart algorithm for glo.. (context) - Fanelli, Ramponi - 1990
1 An Algorithm for the Solution of Constrained Generalized Pol.. (context) - Ballard, Jelinek et al. - 1974
1 Sergeyev Global multidimensional optimization on parallel co.. (context) - Strongin - 1992
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