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From mating pool distributions to model overfitting

by Claudio F. Lima, Fernando G. Lobo, Martin Pelikan - In GECCO ’08: Proc. of the 10th annual conference on Genetic and evolutionary computation , 2008
"... This paper addresses selection as a source of overfitting in Bayesian estimation of distribution algorithms (EDAs). The purpose of the paper is twofold. First, it shows how the selection operator can lead to model overfitting in the Bayesian optimization algorithm (BOA). Second, the metric score tha ..."
Abstract - Cited by 6 (2 self) - Add to MetaCart
that guides the search for an adequate model structure is modified to take into account the non-uniform distribution of themating pool generated bytournamentselection. Categories and Subject Descriptors

A Fast Elitist Non-Dominated Sorting Genetic Algorithm for Multi-Objective Optimization: NSGA-II

by Kalyanmoy Deb, Samir Agrawal, Amrit Pratap, T Meyarivan , 2000
"... Multi-objective evolutionary algorithms which use non-dominated sorting and sharing have been mainly criticized for their (i) -4 computational complexity (where is the number of objectives and is the population size), (ii) non-elitism approach, and (iii) the need for specifying a sharing ..."
Abstract - Cited by 662 (15 self) - Add to MetaCart
complexity is presented. Second, a selection operator is presented which creates a mating pool by combining the parent and child populations and selecting the best (with respect to fitness and spread) solutions. Simulation results on five difficult test problems show that the proposed NSGA-II is able

A Fast and Elitist Multi-Objective Genetic Algorithm: NSGA-II

by Kalyanmoy Deb, Amrit Pratap, Sameer Agarwal, T. Meyarivan , 2000
"... Multi-objective evolutionary algorithms which use non-dominated sorting and sharing have been mainly criticized for their (i) O(MN computational complexity (where M is the number of objectives and N is the population size), (ii) non-elitism approach, and (iii) the need for specifying a sharing param ..."
Abstract - Cited by 1815 (60 self) - Add to MetaCart
is presented. Second, a selection operator is presented which creates a mating pool by combining the parent and child populations and selecting the best (with respect to fitness and spread) N solutions. Simulation results on a number of difficult test problems show that the proposed NSGA-II, in most problems

Intelligent Interfaces of a Schwarz Domain Decomposition Method via Genetic Algorithms for Solving Nonlinear PDEs: Application to Transonic Flows Simulations

by Jacques Periaux Bertrand, Hong Quan Chen , 69
"... this paper we use Tournament Selection[Gol89] , a simple method of implementing reproduction, to fill up the mating pool where newly reproduced strings are placed and await the action of the other operators ..."
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this paper we use Tournament Selection[Gol89] , a simple method of implementing reproduction, to fill up the mating pool where newly reproduced strings are placed and await the action of the other operators

Sex ratio and mate preferences: A cross-cultural investigation

by Emily A. Stone, Todd K. Shackelford, David, M. Buss - European Journal of Social Psychology , 2007
"... Sex ratio is the number of men per 100 reproductive-age women within a specified mating pool. We generated and tested two hypotheses about the cross-cultural relationships between sex ratio and mate preferences using preference ratings of 18 characteristics provided by 9809 participants and correspo ..."
Abstract - Cited by 10 (0 self) - Add to MetaCart
Sex ratio is the number of men per 100 reproductive-age women within a specified mating pool. We generated and tested two hypotheses about the cross-cultural relationships between sex ratio and mate preferences using preference ratings of 18 characteristics provided by 9809 participants

Mating games: the evolution of human mating transactions

by Schmitt ; Gangestad Buss , Simpson ; Green
"... We propose a new, evolutionary, game-theoretic model of conditional human mating strategies that integrates currently disconnected bodies of data into a single mathematically-explicit theory of human mating transactions. The model focuses on the problem of how much resource a male must provide to a ..."
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resource holdings and phenotypic quality), (3) the distribution of values of each sex's competition, (4) the distribution of values in the pool of alternative mates, and on (5) any environmental inputs such as the ease with which new mates are found, the ease with which males can generate resources

INTERPERSONAL RELATIONS AND GROUP PROCESSES Mate Preferences Do Predict Attraction and Choices in the Early Stages of Mate Selection

by Norman P. Li, Jose C. Yong, William Tov, Oliver Sng, Garth J. O. Fletcher, Katherine A. Valentine, Yun F. Jiang, Daniel Balliet
"... Although mate preference research has firmly established that men value physical attractiveness more than women do and women value social status more than men do, recent speed-dating studies have indicated mixed evidence (at best) for whether people’s sex-differentiated mate preferences predict actu ..."
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they most want to avoid in early selection contexts. Following this model, we conducted experiments using online messaging and modified speed-dating platforms. Results indicate that when a mating pool includes people at the low end of social status and physical attractiveness, mate choice criteria are sex

Learning rules for optimal selection in a varying environment: mate choice revisited

by Edmund J. Collins, A John M. Mcnamara, David M. Ramseyb, Candolin - Behavioral Ecology , 2006
"... The quality of a chosen partner can be one of the most significant factors affecting an animal’s long-term reproductive success. We investigate optimal mate choice rules in an environment where there is both local variation in the quality of potential mates within each local mating pool and spatial ..."
Abstract - Cited by 4 (0 self) - Add to MetaCart
The quality of a chosen partner can be one of the most significant factors affecting an animal’s long-term reproductive success. We investigate optimal mate choice rules in an environment where there is both local variation in the quality of potential mates within each local mating pool and spatial

Male mating success in the Azorean rock-pool blenny: the effects of body size, male behaviour and nest characteristics

by R F O , J A M † ‡ , N C , E J G  , M. S G ,  R S S , 2000
"... Larger male Azorean rock-pool blennies Parablennius sanguinolentus parvicornis received more female visits, were courted more often by females and received more spawnings. Larger males also received a higher number of male intrusions, attacked more conspecifics and defended larger territories. Larg ..."
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mating success. Finally, males nesting in chambers in the bottom of pools received more spawnings than males nesting either in crevices or under boulders. However, nest opening area was associated significantly negatively with male mating success, when controlling for male size. Thus, the present data

Pooled Sample Screening with Quality Control

by Wesley O. Johnson, Timothy Hanson, Joseph L. Gastwirth, Ian A. Gardner
"... • Screening for HIV in blood donors is done one unit at a time by ELISA test; costs about $1 per unit • Seropositive units are re-tested with Western-blot test (“Gold Standard”); costs about $20 per unit • Seronegative units are not re-tested • False negative units are not discovered until HIV infec ..."
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infection based on transfusion • Prevalence of HIV among negatives and sensitivity of ELISA test used in the field are difficult to esti-mate with precision under this protocol cf. Johnson
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