Tabu Search
Scatter Search: Methodology and Implementations in C
Scatter Search: Methodology and Implementations in C
Journal of Global Optimization
Context-Independent Scatter and Tabu Search for Permutation Problems
INFORMS Journal on Computing
Hybridizing the cross-entropy method: An application to the max-cut problem
Computers and Operations Research
Black box scatter search for general classes of binary optimization problems
Computers and Operations Research
Heuristics for the bandwidth colouring problem
International Journal of Metaheuristics
Biased random-key genetic algorithms for combinatorial optimization
Journal of Heuristics
Path relinking for large-scale global optimization
Soft Computing - A Fusion of Foundations, Methodologies and Applications - Special Issue on scalability of evolutionary algorithms and other metaheuristics for large-scale continuous optimization problems
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The goal of this work is the development of a black-box solver based on the scatter search methodology. In particular, we seek a solver capable of obtaining high quality outcomes to optimization problems for which solutions are represented as a vector of integer values. We refer to these problems as integer optimization problems. We assume that the decision variables are bounded and that there may be constraints that require that the black-box evaluator is called in order to know whether they are satisfied. Problems of this type are common in operational research areas of applications such as telecommunications, project management, engineering design and the like.Our experimental testing includes 171 instances within four classes of problems taken from the literature. The experiments compare the performance of the proposed method with both the best context-specific procedures designed for each class of problem as well as context-independent commercial software. The experiments show that the proposed solution method competes well against commercial software and that can be competitive with specialized procedures in some problem classes.