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Simplicial Global Optimization
Paulavicius, Remigijus; Zilinskas, Julius
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Description for Simplicial Global Optimization
Paperback. Series: SpringerBriefs in Optimization. Num Pages: 147 pages, 51 colour illustrations, biography. BIC Classification: KJT; PBV; PBW. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 8. Weight in Grams: 237.
Simplicial Global Optimization is centered on deterministic covering methods partitioning feasible region by simplices. This book looks into the advantages of simplicial partitioning in global optimization through applications where the search space may be significantly reduced while taking into account symmetries of the objective function by setting linear inequality constraints that are managed by initial partitioning. The authors provide an extensive experimental investigation and illustrates the impact of various bounds, types of subdivision, strategies of candidate selection on the performance of algorithms. A comparison of various Lipschitz bounds over simplices and an extension of Lipschitz global optimization with-out the Lipschitz constant to the case ... Read more
Simplicial Global Optimization is centered on deterministic covering methods partitioning feasible region by simplices. This book looks into the advantages of simplicial partitioning in global optimization through applications where the search space may be significantly reduced while taking into account symmetries of the objective function by setting linear inequality constraints that are managed by initial partitioning. The authors provide an extensive experimental investigation and illustrates the impact of various bounds, types of subdivision, strategies of candidate selection on the performance of algorithms. A comparison of various Lipschitz bounds over simplices and an extension of Lipschitz global optimization with-out the Lipschitz constant to the case ... Read more
Product Details
Format
Paperback
Publication date
2013
Publisher
Springer-Verlag New York Inc. United States
Number of pages
147
Condition
New
Series
SpringerBriefs in Optimization
Number of Pages
137
Place of Publication
New York, NY, United States
ISBN
9781461490920
SKU
V9781461490920
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Simplicial Global Optimization
“This is an excellent book written by the well-known specialists in the field of global optimization. The book can be equally useful for beginners and experts in global optimization. An interested reader may even be inspired to develop simplicial versions of other global optimization algorithms. I am sure that this book is a very valuable addition to the literature on ... Read more