
Evolutionary Multi-Objective System Design
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Generally, multi-objective engineering problems do not have a straightforward optimal design. These kinds of problems usually inspire several solutions of equal efficiency, which achieve different trade-offs. Decision makers' preferences are normally used to select the most adequate design. Such preferences may be dictated before or after the optimization takes place. They may also be introduced interactively at different levels of the optimization process. Multi-objective optimization methods can be subdivided into classical and evolutionary. The classical methods usually aim at a single solution while the evolutionary methods provide a whole set of so-called Pareto-optimal solutions.
Evolutionary Multi-Objective System Design: Theory and Applications
provides a representation of the state-of-the-art in evolutionary multi-objective optimization research area and related new trends. It reports many innovative designs yielded by the application of such optimization methods. It also presents the application of multi-objective optimization to the following problems:
Embrittlement of stainless steel coated electrodes
Learning fuzzy rules from imbalanced datasets
Combining multi-objective evolutionary algorithms with collective intelligence
Fuzzy gain scheduling control
Smart placement of roadside units in vehicular networks
Combining multi-objective evolutionary algorithms with quasi-simplex local search
Design of robust substitution boxes
Protein structure prediction problem
Core assignment for efficient network-on-chip-based system design
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