Multiobjective Evolutionary Algorithms and Applications

Multiobjective Evolutionary Algorithms and Applications provides comprehensive treatment on the design of multiobjective evolutionary algorithms and their applications in domains covering areas such as control and scheduling. Emphasizing both the theoretical developments and the practical implementa...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Tan, K.C (Συγγραφέας), Khor, E.F (Συγγραφέας), Lee, T.H (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: London : Springer London, 2005.
Σειρά:Advanced Information and Knowledge Processing
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Tan, K.C.  |e author. 
245 1 0 |a Multiobjective Evolutionary Algorithms and Applications  |h [electronic resource] /  |c by K.C. Tan, E.F. Khor, T.H. Lee. 
264 1 |a London :  |b Springer London,  |c 2005. 
300 |a X, 296 p.  |b online resource. 
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490 1 |a Advanced Information and Knowledge Processing 
505 0 |a Review of MOEAs -- Conceptual Framework and Distribution Preservation Mechanisms for MOEAs -- Decision Supports and Advanced Features for MOEAs -- Dynamic Population Size and Local Exploration for MOEAs -- A Distributed Cooperative Coevolutionary Multiobjective Algorithm -- Learning the Search Range in Dynamic Environments -- Performance Assessment and Comparison of MOEAs -- A Multiobjective Evolutionary Algorithm Toolbox -- Evolutionary Computer-Aided Control System Design -- Evolutionary Design Automation of Multivariable QFT Control System -- Evolutionary Design of HDD Servo Control System -- Evolutionary Scheduling — VRPTW -- Evolutionary Scheduling — TTVRP. 
520 |a Multiobjective Evolutionary Algorithms and Applications provides comprehensive treatment on the design of multiobjective evolutionary algorithms and their applications in domains covering areas such as control and scheduling. Emphasizing both the theoretical developments and the practical implementation of multiobjective evolutionary algorithms, a profound mathematical knowledge is not required. Written for a wide readership, engineers, researchers, senior undergraduates and graduate students interested in the field of evolutionary algorithms and multiobjective optimization with some basic knowledge of evolutionary computation will find this book a useful addition to their book case. 
650 0 |a Computer science. 
650 0 |a Computers. 
650 0 |a Algorithms. 
650 0 |a Application software. 
650 1 4 |a Computer Science. 
650 2 4 |a Theory of Computation. 
650 2 4 |a Algorithm Analysis and Problem Complexity. 
650 2 4 |a Computer Appl. in Administrative Data Processing. 
650 2 4 |a Information Systems Applications (incl. Internet). 
700 1 |a Khor, E.F.  |e author. 
700 1 |a Lee, T.H.  |e author. 
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776 0 8 |i Printed edition:  |z 9781852338367 
830 0 |a Advanced Information and Knowledge Processing 
856 4 0 |u http://dx.doi.org/10.1007/1-84628-132-6  |z Full Text via HEAL-Link 
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950 |a Computer Science (Springer-11645)