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Conference Workshop on Foundations of Genetic Algorithms (10th : 2009 : Orlando, Fla.)
Workshop on Foundations of Genetic Algorithms (10th : 2009 : Orlando, Fla.)
Title FOGA '09 [electronic resource] : proceedings of the 10th ACM SIGEVO Conference on Foundations of Genetic Algorithms.
Alternative Title Proceedings of the 10th ACM SIGEVO Conference on Foundations of Genetic Algorithms
Foundations of genetic algorithms
Publication Info New York, N.Y. : Association for Computing Machinery, c2009.



Descript viii, 195 p. : ill. ; 28 cm.
Note Sponsored by ACM SIGEVO.
"Orlando, Florida, USA, January 9-11, 2009."
Contents pt. I. Continuous optimization. Weighted recombination evolution strategy on a class of PDQF's / Steffen Finck, Hans-Georg Beyer ; Why standard particle swarm optimisers elude a theoretical runtime analysis / Carsten Witt -- pt. II. Combinatorial optimization. On the size of weights in randomized search heuristics / Joachim Reichel, Martin Skutella ; Single- and multi-objective evolutionary algorithms for graph bisectioning / Gero Greiner ; On the utility of the population size for inversely fitness proportional mutation rates / Christine Zarges ; On the impact of the mutation-selection balance on the runtime of evolutionary algorithms / Per Kristian Lehre, Xin Yao ; Computing single source shortest paths using single-objective fitness / Surender Baswana ... [et al.] ; Black-box search elimination of fitness functions / Gautham Anil, R. Paul Wiegand -- pt. III. Multi-objective optimization. Additive approximations of pareto-optimal sets by evolutionary multi-objective algorithms / Christian Horoba ; Theory of the hypervolume indicator : optimal u?-distributions and the choice of the reference point / Anne Auger ... [et al.] ; Don't be greedy when calculating hypervolume contributions / Karl Bringmann, Tobias Friedrich ; Analysis of a simple evolutionary algorithm for the multiobjective shortest path problem / Christian Horoba -- pt. IV. Co-optimization. Unbiased coevolutionary solution concepts / Travis C. Service ; Stability of learning dynamics in two-agent, imperfect-information games / John M. Butterworth, Jonathan L. Shapiro ; Cooperative coevolution and univariate estimation of distribution algorithms / Christopher Vo, Liviu Panait, Sean Luke ; Monotonicity versus performance in co-optimization / Elena Popovici, Kenneth De Jong -- pt. V. Problem analysis. A Gaussian random field model of smooth fitness landscapes / Alberto Moraglio, Yossi Borenstein ; Free lunches for function and program induction / Riccardo Poli, Mario Graff, Nicholas Freitag McPhee.
ISBN 9781605584140
1605584142
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Conference Workshop on Foundations of Genetic Algorithms (10th : 2009 : Orlando, Fla.)
Workshop on Foundations of Genetic Algorithms (10th : 2009 : Orlando, Fla.)
Subject Combinatorial optimization -- Congresses.
Machine learning -- Congresses.
Genetic algorithms -- Congresses.
Alt author Association for Computing Machinery. SIGEVO.
Alternative Title Proceedings of the 10th ACM SIGEVO Conference on Foundations of Genetic Algorithms
Foundations of genetic algorithms
Descript viii, 195 p. : ill. ; 28 cm.
Note Sponsored by ACM SIGEVO.
"Orlando, Florida, USA, January 9-11, 2009."
Contents pt. I. Continuous optimization. Weighted recombination evolution strategy on a class of PDQF's / Steffen Finck, Hans-Georg Beyer ; Why standard particle swarm optimisers elude a theoretical runtime analysis / Carsten Witt -- pt. II. Combinatorial optimization. On the size of weights in randomized search heuristics / Joachim Reichel, Martin Skutella ; Single- and multi-objective evolutionary algorithms for graph bisectioning / Gero Greiner ; On the utility of the population size for inversely fitness proportional mutation rates / Christine Zarges ; On the impact of the mutation-selection balance on the runtime of evolutionary algorithms / Per Kristian Lehre, Xin Yao ; Computing single source shortest paths using single-objective fitness / Surender Baswana ... [et al.] ; Black-box search elimination of fitness functions / Gautham Anil, R. Paul Wiegand -- pt. III. Multi-objective optimization. Additive approximations of pareto-optimal sets by evolutionary multi-objective algorithms / Christian Horoba ; Theory of the hypervolume indicator : optimal u?-distributions and the choice of the reference point / Anne Auger ... [et al.] ; Don't be greedy when calculating hypervolume contributions / Karl Bringmann, Tobias Friedrich ; Analysis of a simple evolutionary algorithm for the multiobjective shortest path problem / Christian Horoba -- pt. IV. Co-optimization. Unbiased coevolutionary solution concepts / Travis C. Service ; Stability of learning dynamics in two-agent, imperfect-information games / John M. Butterworth, Jonathan L. Shapiro ; Cooperative coevolution and univariate estimation of distribution algorithms / Christopher Vo, Liviu Panait, Sean Luke ; Monotonicity versus performance in co-optimization / Elena Popovici, Kenneth De Jong -- pt. V. Problem analysis. A Gaussian random field model of smooth fitness landscapes / Alberto Moraglio, Yossi Borenstein ; Free lunches for function and program induction / Riccardo Poli, Mario Graff, Nicholas Freitag McPhee.
ISBN 9781605584140
1605584142
Conference Workshop on Foundations of Genetic Algorithms (10th : 2009 : Orlando, Fla.)
Workshop on Foundations of Genetic Algorithms (10th : 2009 : Orlando, Fla.)
Subject Combinatorial optimization -- Congresses.
Machine learning -- Congresses.
Genetic algorithms -- Congresses.
Alt author Association for Computing Machinery. SIGEVO.
Alternative Title Proceedings of the 10th ACM SIGEVO Conference on Foundations of Genetic Algorithms
Foundations of genetic algorithms

Subject Combinatorial optimization -- Congresses.
Machine learning -- Congresses.
Genetic algorithms -- Congresses.
Descript viii, 195 p. : ill. ; 28 cm.
Note Sponsored by ACM SIGEVO.
"Orlando, Florida, USA, January 9-11, 2009."
Contents pt. I. Continuous optimization. Weighted recombination evolution strategy on a class of PDQF's / Steffen Finck, Hans-Georg Beyer ; Why standard particle swarm optimisers elude a theoretical runtime analysis / Carsten Witt -- pt. II. Combinatorial optimization. On the size of weights in randomized search heuristics / Joachim Reichel, Martin Skutella ; Single- and multi-objective evolutionary algorithms for graph bisectioning / Gero Greiner ; On the utility of the population size for inversely fitness proportional mutation rates / Christine Zarges ; On the impact of the mutation-selection balance on the runtime of evolutionary algorithms / Per Kristian Lehre, Xin Yao ; Computing single source shortest paths using single-objective fitness / Surender Baswana ... [et al.] ; Black-box search elimination of fitness functions / Gautham Anil, R. Paul Wiegand -- pt. III. Multi-objective optimization. Additive approximations of pareto-optimal sets by evolutionary multi-objective algorithms / Christian Horoba ; Theory of the hypervolume indicator : optimal u?-distributions and the choice of the reference point / Anne Auger ... [et al.] ; Don't be greedy when calculating hypervolume contributions / Karl Bringmann, Tobias Friedrich ; Analysis of a simple evolutionary algorithm for the multiobjective shortest path problem / Christian Horoba -- pt. IV. Co-optimization. Unbiased coevolutionary solution concepts / Travis C. Service ; Stability of learning dynamics in two-agent, imperfect-information games / John M. Butterworth, Jonathan L. Shapiro ; Cooperative coevolution and univariate estimation of distribution algorithms / Christopher Vo, Liviu Panait, Sean Luke ; Monotonicity versus performance in co-optimization / Elena Popovici, Kenneth De Jong -- pt. V. Problem analysis. A Gaussian random field model of smooth fitness landscapes / Alberto Moraglio, Yossi Borenstein ; Free lunches for function and program induction / Riccardo Poli, Mario Graff, Nicholas Freitag McPhee.
Alt author Association for Computing Machinery. SIGEVO.
ISBN 9781605584140
1605584142

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