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By Patrick M. Reed (auth.), Robin C. Purshouse, Peter J. Fleming, Carlos M. Fonseca, Salvatore Greco, Jane Shaw (eds.)

This e-book constitutes the refereed complaints of the seventh foreign convention on Evolutionary Multi-Criterion Optimization, EMO 2013 held in Sheffield, united kingdom, in March 2013. The fifty seven revised complete papers provided have been rigorously reviewed and chosen from ninety eight submissions. The papers are grouped in topical sections on plenary talks; new horizons; indicator-based tools; elements of set of rules layout; pareto-based tools; hybrid MCDA; decomposition-based equipment; classical MCDA; exploratory challenge research; product and method functions; aerospace and car functions; additional real-world functions; and under-explored challenges.

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15) has to be satisfied at all times, other than short periods when the robot has to change a configuration for the reason below. At some time instants there is a single optimal configuration, while at others, the minimal value of φ can be achieved by two different configurations. Figure 7 depicts the solution of the above DOP. 1 t (a) First solution – a high error and low cost. 1 t (b) Second solution – a low error and high cost. 1 t (c) Third solution – a compromise between error and cost. Fig. 5.

1 25 Methodology Problem Definition In order to optimize the adaptation of a system at a time instant tjump , when a significant change in design is required, the following assumptions are made: 1. The change takes place over a time interval [t0 , tf ] which is significantly shorter than the time constant of the DOP. Hence, the function value and the constraints can be considered as static for the duration of the change: f (x, tjump ) = f (x) gi (x, tjump ) = gi (x) hj (x, tjump ) = hj (x) 2. The state of the design parameters prior to the change is x(t0 ) = x0 .

Quantum control experiments as a testbed for evolutionary multi-objective algorithms. Genetic Programming and Evolvable Machines 13(4), 445–491 (2012) 19. : Efficient discovery of antiinflammatory small molecule combinations using evolutionary computing. Nature Chemical Biology 7(12), 902–908 (2011) 20. : Fitness inheritance in genetic algorithms. In: Proceedings of the ACM symposium on Applied computing, pp. 345–350 (1995) 21. : Presentation for Unilever at the Manchester Institute for Biotechnology.

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