A modified tabu search method applied to inverse problems

2010 ◽  
Author(s):  
Siguang An ◽  
Shiyou Yang ◽  
S. L. Ho ◽  
Tao Li
Keyword(s):  
Inverse Problems ◽  
Tabu Search ◽  
Search Method ◽  
Tabu Search Method

A Kriging surrogate model assisted Tabu search method for electromagnetic inverse problems

2020 ◽  
Vol 64 (1-4) ◽  
pp. 351-358
Author(s):  
Siguang An ◽  
Qiang Deng ◽  
Tianwei Wu ◽  
Shiyou Yang ◽  
Nanying Shentu
Keyword(s):  
Inverse Problems ◽  
Tabu Search ◽  
Surrogate Model ◽  
Optimal Solution ◽  
Search Method ◽  
Computational Time ◽  
Mathematical Function ◽  
Kriging Surrogate Model ◽  
Variable Space ◽  
Tabu Search Method

To balance the efficiency and accuracy of a global optimization algorithm in solving electromagnetic inverse problems, a Tabu search method assisted by using a Kriging surrogate model is proposed. To reduce the computational time and speed up the algorithm, the Kriging surrogate model is used to predict the objective space. To ensure the accuracy of the final optimal solution, a united trigger is developed to realize dynamically switching between the prediction and the direct objective computation. To utilize the variable space efficiently and provide proper sampling points to update the Kriging surrogate model, an evaluation list is used to evaluate the variable space. A typical mathematical function and electromagnetic inverse problems in low and high frequency are solved to testify the correctness and effectiveness of the proposed method.

A Modified Tabu Search Method Applied to Inverse Problems

2011 ◽  
Vol 47 (5) ◽  
pp. 1234-1237 ◽  
Author(s):  
Siguang An ◽  
Shiyou Yang ◽  
S. L. Ho ◽  
Tao Li ◽  
Weinong Fu
Keyword(s):  
Inverse Problems ◽  
Tabu Search ◽  
Search Method ◽  
Tabu Search Method

Multiobjective Tabu Search method used in chemistry

2006 ◽  
Vol 106 (6) ◽  
pp. 1406-1412 ◽  
Author(s):  
T. Rusu ◽  
V. Bulacovschi
Keyword(s):  
Tabu Search ◽  
Search Method ◽  
Tabu Search Method

On a Genetic-Tabu Search Based Algorithm for Two-Dimensional Guillotine Cutting Problems

2012 ◽  
Vol 4 (2) ◽  
pp. 26-40 ◽  
Author(s):  
Hamza Gharsellaoui ◽  
Hamadi Hasni
Keyword(s):  
Tabu Search ◽  
Hybrid Approach ◽  
Search Method ◽  
Two Dimensional ◽  
Whole Number ◽  
Infinite Height ◽  
Tabu Search Method ◽  
Problem Instances ◽  
Cutting Problems ◽  
Guillotine Cutting

The paper deals with the purpose of one hybrid approach for solving the constrained two-dimensional cutting (2DC) problem. The authors study this hybrid approach that combines the genetic algorithm and the Tabu search method. For this problem, they assume a packing of a whole number of rectangular pieces to cut, and that all cuts are of guillotine type in one sheet of a fixed width and an infinite height. Finally, they undertake an extensive experimental study with a large number of problem instances extracted from the literature by the Hopper’s benchmarks in order to support and to prove their approach and to evaluate the performance.

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