Multiobjective Evolutionary Algorithms and Applications
Search in google:
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.
1Introduction12Review of MOEAs93Conceptual framework and distribution preservation mechanisms for MOEAs314Decision supports and advanced features for MOEAs515Dynamic population size and local exploration for MOEAs756A distributed cooperative coevolutionary multiobjective algorithm917Learning the search range in dynamic environments1118Performance assessment and comparison of MOEAs1259A multiobjective evolutionary algorithm toolbox15110Evolutionary computer-aided control system design16511Evolutionary design automation of multivariable QFT control system18312Evolutionary design of HDD servo control system20313Evolutionary scheduling - VRPTW21914Evolutionary scheduling - TTVRP249
