| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
006.3823 |
| 書名/作者: |
Decomposition-based evolutionary optimization in complex environments/ Juan Li, Bin Xin, Jie Chen. |
| 作者: |
Li, Juan. |
| 其他作者: |
Xin, Bin. |
| 出版者: |
Singapore : : World Scientific,, c2021. |
| 面頁冊數: |
1 online resource (xvii, 229 p.) |
| 標題: |
Evolutionary computation. |
| 標題: |
Multiple criteria decision making. |
| ISBN: |
9789811218996 |
| ISBN: |
9811218994 |
| ISBN: |
9789811219009 |
| 書目註: |
Includes bibliographical references and index. |
| 摘要、提要註: |
"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"--Publisher's website. |
| 電子資源: |
https://www.worldscientific.com/worldscibooks/10.1142/11788#t=toc |