عنوان

Estimation of Distribution Algorithms :

شابک

1461356040

شابک

1461515394

شابک

9781461356042

شابک

9781461515395

شماره

b540667

عنوان اصلي

Estimation of Distribution Algorithms :

نام عام مواد

[Book]

ساير اطلاعات عنواني

a New Tool for Evolutionary Computation

نام نخستين پديدآور

edited by Pedro Larrañaga, Jose A. Lozano.

محل نشرو پخش و غیره

Boston, MA

نام ناشر، پخش کننده و غيره

Springer US : Imprint : Springer

تاریخ نشرو بخش و غیره

2002

نام خاص و کميت اثر

(416 pages)

عنوان فروست

Genetic algorithms and evolutionary computation, 2.

متن يادداشت

I Foundations --;1 An Introduction to Evolutionary Algorithms --;2 An Introduction to Probabilistic Graphical Models --;3 A Review on Estimation of Distribution Algorithms --;4 Benefits of Data Clustering in Multimodal Function Optimization via EDAs --;5 Parallel Estimation of Distribution Algorithms --;6 Mathematical Modeling of Discrete Estimation of Distribution Algorithms --;II Optimization --;7 An Empirical Comparison of Discrete Estimation of Distribution Algorithms --;8 Results in Function Optimization with EDAs in Continuous Domain --;9 Solving the 0-1 Knapsack Problem with EDAs --;10 Solving the Traveling Salesman Problem with EDAs --;11 EDAs Applied to the Job Shop Scheduling Problem --;12 Solving Graph Matching with EDAs Using a Permutation-Based Representation --;III Machine Learning --;13 Feature Subset Selection by Estimation of Distribution Algorithms --;14 Feature Weighting for Nearest Neighbor by EDAs --;15 Rule Induction by Estimation of Distribution Algorithms --;16 Partial Abductive Inference in Bayesian Networks: An Empirical Comparison Between GAs and EDAs --;17 Comparing K-Means, GAs and EDAs in Partitional Clustering --;18 Adjusting Weights in Artificial Neural Networks using Evolutionary Algorithms.

متن يادداشت

Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation is devoted to a new paradigm for evolutionary computation, named estimation of distribution algorithms (EDAs).

موضوع مستند نشده

Evolutionary computation.

موضوع مستند نشده

Evolutionary programming (Computer science)

مستند نام اشخاص تاييد نشده

edited by Pedro Larrañaga, Jose A. Lozano.

مستند نام اشخاص تاييد نشده

Jose A Lozano

مستند نام اشخاص تاييد نشده

Pedro Larrañaga

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y