Reading in GAs and Optimization
From enfascination
I hav a lot of Bedau papers. I like that he is using GAs to research evolution. computational/theoretical/modeling approach to biology. Still have to learn more. It is a little hard to place him, I guess that reflects well on him.
yu2007itm<bibtex> @article{yu2007itm,
title=Template:An information theoretic method for developing modular architectures using genetic algorithms, author={Yu, T.L. and Yassine, A.A. and Goldberg, D.E.}, journal={Research in Engineering Design}, volume={18}, number={2}, pages={91--109}, year={2007}, publisher={Springer}
} </bibtex>
Didn't read:
GA and theoretical evolutionary theory
@conference{bedau:clt,
title=Template:A classification of long-term evolutionary dynamics, author={Bedau, M.A. and Snyder, E. and Packard, N.H.}, booktitle={Artificial Life VI: Proc. of the Sixth Int. Conf. on Artificial Life}, pages={228--237}
} @conference{packard1997cea,
title=Template:A comparison of evolutionary activity in artificial evolving systems and in the biosphere, author={Packard, N.H.}, booktitle={Fourth European conference on artificial life}, pages={125}, year={1997}, organization={MIT Press}
} @article{miconi2008ftg,
title=Template:Fitness Transmission: A Genealogic Signature of Adaptive Evolution, author={Miconi, T.}, journal={Artificial Life}, volume={11}, pages={404}, year={2008}
}
Also:
@article{gershenson2004pmm,
title=Template:Product modularity: measures and methods, author={Gershenson, JK and Prasad, GJ and Zhang, Y.}, journal={Journal of Engineering Design}, volume={15}, number={1}, pages={33--51}, year={2004}
}
multiobjective optimization
I got a bunch of theoretical papers on multiobjective optimization, but I got bored and didn't really read any of them, or atleast not with any care. Judging by how they are cited, they must be great. That said, I don't anticipate putting the time into them. @article{refanidis2003mhs,
title=Template:Multiobjective heuristic state-space planning, author={Refanidis, I. and Vlahavas, I.}, journal={Artificial Intelligence}, volume={145}, number={1}, pages={1--32}, year={2003}, publisher={Amsterdam: North-Holland Pub. Co., 1970-}
} @article{jaszkiewicz2002gls,
title=Template:Genetic local search for multi-objective combinatorial optimization, author={Jaszkiewicz, A.}, journal={European Journal of Operational Research}, volume={137}, number={1}, pages={50--71}, year={2002}, publisher={Elsevier}
} @article{czyzzak1998psa,
title=Template:Pareto simulated annealing-a metaheuristic technique for multiple-objective combinatorial optimization, author={Czyzzak, P. and Jaszkiewicz, A.}, journal={Journal of Multi-Criteria Decision Analysis}, volume={7}, number={1}, year={1998}, publisher={John Wiley \& Sons, Ltd. Chichester}
}