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Decomposition-based evolutionary optimization in complex environments

Decomposition-based evolutionary optimization in complex environments

자료유형
단행본
서명 / 저자사항
Decomposition-based evolutionary optimization in complex environments / Juan Li, Bin Xin, Jie Chen, Beijing Institute of Technology, China.
발행사항
Hoboken : World Scientific, c2021.
형태사항
xvii, 229 p. : ill. ; 24 cm.
ISBN
9789811218989 (hardcover)
요약
"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"--
서지주기
Includes bibliographical references and index.
일반주제명
Evolutionary computation. Multiple criteria decision making.
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100 1 ▼a Li, Juan, ▼c (Mathematician) ▼e author.
245 1 0 ▼a Decomposition-based evolutionary optimization in complex environments / ▼c Juan Li, Bin Xin, Jie Chen, Beijing Institute of Technology, China.
260 ▼a Hoboken : ▼b World Scientific, ▼c c2021.
263 ▼a 2009
300 ▼a xvii, 229 p. : ▼b ill. ; ▼c 24 cm.
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a unmediated ▼b n ▼2 rdamedia
338 ▼a volume ▼b nc ▼2 rdacarrier
504 ▼a Includes bibliographical references and index.
520 ▼a "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"-- ▼c Provided by publisher.
650 0 ▼a Evolutionary computation.
650 0 ▼a Multiple criteria decision making.
700 1 ▼a Xin, Bin, ▼e author.
700 1 ▼a Chen, J. ▼q (Jie), ▼e author.
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.3823 L693d 등록번호 121255375 도서상태 대출가능 반납예정일 예약 서비스 B M

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