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portada Decomposition-Based Evolutionary Optimization in Complex Environments
Type
Physical Book
Author
Publisher
Language
English
Pages
248
Format
Hardcover
Dimensions
22.9x15.2x1.6 cm
Weight
0.50 kg.
ISBN13
9789811218989
Categories

Decomposition-Based Evolutionary Optimization in Complex Environments

Juan Li (Author) · Jie Chen (Author) · Bin Xin (Author) · World Scientific Publishing Company · Hardcover

Decomposition-Based Evolutionary Optimization in Complex Environments - Li, Juan ; Xin, Bin ; Chen, Jie

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Synopsis "Decomposition-Based Evolutionary Optimization in Complex Environments"

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 â ~making things simpleâ (TM) and â ~divide and conquerâ (TM) 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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