Titlebook: Evolutionary Computing; AISB Workshop, Sheff Terence C. Fogarty Conference proceedings 1995 Springer-Verlag Berlin Heidelberg 1995 algorith

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Marcel Machill,Markus Beiler,Corinna FischerIn addition, we comment on the ways and effectiveness with which ideas based on dedicated heuristics for this problem can be incorporated into the GA. Finally we describe a hybrid GA for the RLFAP and comment on the performance of the various approaches described. This work is being undertaken as pa

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https://doi.org/10.1007/978-3-658-18156-7nt type of constraints into an EP structure are also summarized. Examples of EPs developed include: (1) optimal pipe sizing for water distribution networks (2) layout design of branched hydraulic networks; and (3) pressure regulation in water distribution networks. The first example involves a class

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https://doi.org/10.1007/978-3-662-52663-7 comprehension of the nature of constraints vis-a-vis the modelling process (generally characterised as a complex adaptive system). Broad implications of the findings on modular models of adaptive behaviour and the role of constraints on complexity are briefly discussed.

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Broadcast based fitness sharing GA for conflict resolution among autonomous robots,g method for physically distributed populations. Instead of waiting for an exact local payoff, an estimated local payoff is exchanged whenever a conflict takes place. We found that a specific filter function gives a good estimate of global fitness values in conflict resolution tasks. Our results fro

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An adaptive poly-parental recombination strategy,riety of strategies from population based random mutation hill-climbing through to the simultaneous parallel optimisation of each locus individually cf. Syswerda‘s Simulated Crossover, and the competition between subpopulations representing these strategies allows the amount and type of recombinatio

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