Decomposition-based Evolutionary Optimization In Complex Environments
Book Details
Format
Hardback or Cased Book
ISBN-10
9811218986
ISBN-13
9789811218989
Publisher
World Scientific Publishing Co Pte Ltd
Imprint
World Scientific Publishing Co Pte Ltd
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Aug 4th, 2020
Print length
248 Pages
Weight
580 grams
Dimensions
15.90 x 23.60 x 2.20 cms
Product Classification:
Algorithms & data structuresAlgorithms and data structures
Ksh 16,200.00
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Multi-objective optimization problems (MOPs) and uncertain optimization problems (UOPs) which widely exist in real life are challengeable problems in the fields of decision making, system designing, and scheduling, amongst others. Decomposition exploits the ideas of ‘making things simple’ and ‘divide and conquer’ to transform a complex problem into a series of simple ones with the aim of reducing the computational complexity. In order to tackle the abovementioned two types of complicated optimization problems, this book introduces the decomposition strategy and conducts a systematic study to perfect the usage of decomposition in the field of multi-objective optimization, and extend the usage of decomposition in the field of uncertain optimization.
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