Evolutionary computing

In this paper, we adopted a new adaptive nonlinear weight update strategy based on fitness value and new neighborhood topology for Particle Swarm Optimization algorithm, thereby helping to prevent PSO from falling into local extremes.

16p viamancio 04-06-2024 2 0   Download

Ebook "Introduction to computational biology: An evolutionary approach" Analysis of molecular sequence data is the main subject of this introduction to computational biology. There are two closely connected aspects to biological sequences: (i) their relative position in the space of all other sequences, and (ii) their movement through this sequence space in evolutionary time. Accordingly, the first part of the book deals with classical methods of sequence analysis: pairwise alignment, exact string matching, multiple alignment, and hidden Markov models.

329p tracanhphuonghoa1007 22-04-2024 8 2   Download

Ebok "Handbook of neuroevolution through erlang" presents both the theory behind, and the methodology of, developing a neuroevolutionary-based computational intelligence system using Erlang. With a foreword written by Joe Armstrong, this handbook offers an extensive tutorial for creating a state of the art Topology and Weight Evolving Artificial Neural Network (TWEANN) platform. In a step-by-step format, the reader is guided from a single simulated neuron to a complete system.

836p manmanthanhla0201 26-02-2024 2 1   Download

The proposed algorithm utilizes the migration method to identify local extremes and then relocates the population to explore new solution spaces for further evolution. The MIMEM algorithm is evaluated on the iMOPSE benchmark dataset, and the results demonstrate that it outperforms.

8p visystrom 22-11-2023 8 3   Download

Ebook "Computational Intelligence in Control" contains 4 sections, includes: Section I: neural networks design, control and robotics application; section II: hybrid evolutionary systems for modelling, control and robotics applications; section III: fuzzy logic and bayesian systems; section IV: machine learning, evolutionary optimisation and information retrieval.

346p haojiubujain08 01-11-2023 5 2   Download

Ebook Computational web intelligence intelligent technology for web applications" contains 3 parts, includes: Part I: fuzzy web intelligence rough web intelligence and probabilistic web intelligence; part II: neural web intelligence evolutionary web intelligence and granular web intelligence; part III: hybrid web intelligence and e-applications.

583p haojiubujain08 01-11-2023 8 2   Download

The book is based on lectures given to students who have little knowledge of calculus. And readers do not need to learn a programming language! The material in this book has been extensively tested through several courses taught by the author for the past decade. Typical questions and suggestions from my students influenced the way this book was written. The book is an introduction to the field of computer intelligence.

435p haojiubujain08 01-11-2023 10 3   Download

Ebook "Evolutionary computation for modeling and optimization" includes content: An overview of evolutionary computation, designing simple evolutionary algorithms, optimizing real valued functions, sunburn - coevolving strings, small neural nets - symbots, evolving finite state automata, ordered structures, plus one recall store,... and other contents.

578p haojiubujain07 20-09-2023 9 3   Download

Ebook "Frontiers of evolutionary computation" includes content: Towards a theory of organisms and evolving automata; two grand challenges for EC; evolutionary computation - Challenges and duties, open problems in the spectral analysis of evolutionary dynamics, solving combinatorial optimization problems via reformulation and adaptive memory metaheuristics,...and other contents.

296p haojiubujain07 20-09-2023 4 2   Download

Ebook "The handbook of evolutionary computation" includes content: Introduction; fundamental concepts of evolutionary computation; evolutionary computation models; hybrid approaches; evolutionary computation implementations; applications of evolutionary computation; evolutionary computation in practice - case studies.

940p haojiubujain07 20-09-2023 4 2   Download

Ebook "Swarm intelligence" includes content: Models and concepts of life and intelligence; symbols, connections, and optimization by trial and error; on our nonexistence as entities - the social organism; evolutionary computation theory and paradigms; humans—actual, imagined, and implied;.... and other contents.

541p haojiubujain07 20-09-2023 7 3   Download

Internet of Things technology was introduced to allow many physical devices to connect over the Internet. The data and tasks generated by these devices put pressure on the traditional cloud due to high resource and latency demand. Vehicular Fog Computing (VFC) is a concept that utilizes the computational resources integrated into the vehicles to support the processing of enduser-generated tasks.

18p vimulcahy 18-09-2023 8 4   Download

Increasingly, work is becoming digital, mobile, and social. Digital transformation is one of the issues of special interest not only in education and training but also in other activities of Hanoi National University of Education (HNUE). The application of digital transformation to delegations is one of the solutions being focused on by the delegation of Hanoi National University of Education in particular and universities in general.

15p viantman 07-04-2023 8 2   Download

Bài giảng "Tính toán tiến hóa: Bài 1 - TS. Evolutionary Computing" được biên soạn với các nội dung chính sau đây: Tổng quan về bài toán tối ưu; Tổng quan về tính toán tiến hóa; Các track trong tính toán tiến hóa; Ứng dụng của tính toán tiến hóa;... Mời các bạn cùng tham khảo bài giảng tại đây!

40p kimphuong1001 11-02-2023 5 2   Download

Bài giảng Tính toán tiến hóa - Bài 1: Evolutionary computing. Bài này cung cấp cho học viên những nội dung về: tổng quan bài toán tối ưu; tổng quan tính toán tiến hóa; các track trong tính toán tiến hóa; ứng dụng của tính toán tiến hóa;... Mời các bạn cùng tham khảo chi tiết nội dung bài giảng!

40p hanlamcoman 26-11-2022 21 3   Download

This paper will study a new method to solve the MS-RCPSP problem based on the Particle Swarm Optimization (PSO) algorithm that is called R-PSO. The new improvement of R-PSO is re-assigning the resource to execute solution tasks. To evaluate the new algorithm's effectiveness, the paper conducts experiments on iMOPSE datasets.

12p vikissinger 03-03-2022 5 2   Download

Single nucleotide variants (SNVs) in intronic regions have yet to be systematically investigated for their diseasecausing potential. Using known pathogenic and neutral intronic SNVs (iSNVs) as training data, we develop the RegSNPs-intron algorithm based on a random forest classifier that integrates RNA splicing, protein structure, and evolutionary conservation features.

16p vielonmusk 30-01-2022 20 0   Download

Computational methods have been developed to reconstruct evolutionary lineages from tumors using single-cell genomic data. The resulting tumor trees have important applications in cancer research and clinical oncology.

4p viaristotle 29-01-2022 6 0   Download

In this research paper, different algorithms are studied and compared with evolutionary approaches. Workflow scheduling using genetic algorithm is implemented and discussed. This paper aims to design a decision-making technique to optimize resources of cloud. It is an adaptive scheduling to maximize pro¯t by reducing execution time.

18p redemption 20-12-2021 12 0   Download

Gene order changes, under rearrangements, insertions, deletions and duplications, have been used as a new type of data source for phylogenetic reconstruction. Because these changes are rare compared to sequence mutations, they allow the inference of phylogeny further back in evolutionary time. There exist many computational methods for the reconstruction of gene-order phylogenies, including widely used maximum parsimonious methods and maximum likelihood methods.

8p vilarryellison 29-10-2021 11 0   Download