PKK Library

Your cart is empty.

Welcome to P K Kelkar Library, Online Public Access Catalogue (OPAC)

Normal view MARC view ISBD view

Multiobjective Evolutionary Algorithms and Applications

By: Tan, K.C [author.].
Contributor(s): Khor, E.F [author.] | Lee, T.H [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Advanced Information and Knowledge Processing: Publisher: London : Springer London, 2005.Description: X, 296 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781846281327.Subject(s): Computer science | Computers | Algorithms | Application software | Computer Science | Theory of Computation | Algorithm Analysis and Problem Complexity | Computer Appl. in Administrative Data Processing | Information Systems Applications (incl. Internet)DDC classification: 004.0151 Online resources: Click here to access online
Contents:
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.
In: Springer eBooksSummary: 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.
    average rating: 0.0 (0 votes)
Item type Current location Call number Status Date due Barcode Item holds
E books E books PK Kelkar Library, IIT Kanpur
Available EBK310
Total holds: 0

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.

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.

There are no comments for this item.

Log in to your account to post a comment.

Powered by Koha