Back, T. (1996) Thomas Back, Evolutionary Algoirthms in Theory and Practice, Oxford University Press, 1996 Home/Search Document Not in Database Summary Related Articles Check |
This paper is cited in the following contexts:
Approximating the non-dominated front using the Pareto.. - Knowles, Corne (1999) (49 citations) (Correct)
....to use a local search method such as PAES. Evolution Strategies (ESs) were first reported by Rechenberg [18] following the seminal work of Peter Bienert, Ingo Rechenberg, and Hans Paul Schwefel at the Technical University of Berlin in 1964. A modern and comprehensive introduction is in [1]. We find the ( model of ESs to naturally fit the general structure of the PAES algorithm and the variants we use in this paper, but we should note that we use neither the adaptive stepsizes for mutation nor the encoding of strategy parameters which are usually associated with ESs. But there ....
....of loading a particular server with transactions from several clients, the effect of combining both retrievals and updates from clients, the need to perform multiple updates and the delays imposed by inter node communications overheads. The evaluation method we use is based on Edwards model [1], developed at British Telecom Labs. Whilst the model is by no means exact, incorporating a number of intentional generalisations and assumptions, it appears sufficiently refined to address the issues with which we are concerned, specifically allowing customisation of the network topography, ....
Back, T. (1996) Thomas Back, Evolutionary Algoirthms in Theory and Practice, Oxford University Press, 1996
The Pareto Archived Evolution Strategy : A New Baseline Algorithm .. - Knowles (1999) (35 citations) (Correct)
....diverse solutions in the Pareto optimal set. In this paper we introduce a novel evolutionary algorithm which employs local search for the generation of new candidate solutions but utilises population information in its selection procedure. We identify this algorithm as a (1 1) evolution strategy [1], and suggest several extensions to it including how it may simply be converted to a ( ES. Our algorithm, the Pareto Archived Evolution Strategy (PAES) extends the range of options open to the engineer interested in multiobjective optimisation and provides a baseline against which more ....
Back, T. (1996) Thomas Back, Evolutionary Algorithms in Theory and Practice, Oxford University Press,
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