Evolutionary algorithms

Part 1 of ebook "Introduction to evolutionary computing (Second edition)" provides readers with contents including: Chapter 1 - Problems to be solved; Chapter 2 - Evolutionary computing, the origins; Chapter 3 - What is an evolutionary algorithm; Chapter 4 - Representation, mutation, and recombination; Chapter 5 - Fitness, selection, and population management; Chapter 6 - Popular evolutionary algorithm variants;...

130p daonhiennhien 03-07-2024 1 1   Download

Part 2 of ebook "Introduction to evolutionary computing (Second edition)" provides readers with contents including: Chapter 7 - Parameters and parameter tuning; Chapter 8 - Parameter control; Chapter 9 - Working with evolutionary algorithms; Chapter 10 - Hybridisation with other techniques, memetic algorithms; Chapter 11 - Nonstationary and noisy function optimisation; Chapter 12 - Multiobjective evolutionary algorithms; Chapter 13 - Constraint handling;...

164p daonhiennhien 03-07-2024 1 1   Download

This article proposes an approach to solve that equilibrium problem based on analyzing population distribution during the evolutionary process to identify empty regions in which no solutions are selected. After that, information about empty regions with the most significant area will be combined with the current reference point to create a new reference point to prioritize choosing solutions in those regions.

12p visergeyne 18-06-2024 0 0   Download

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

This paper investigates the effectiveness of a swarm intelligence algorithm namely the time-varying binary particle swarm algorithm in finding an optimal subset of the breast cancer dataset’s features. After the feature selection phase, an artificial neural network was used for predicting the presence of malignant lesions in female breasts.

8p viohoyo 25-04-2024 4 1   Download

This paper presents the integrated, multiobjective, multi-product, multi-echelon environment optimization model for steel distribution network. Model formulated covers retail supply chain processes applicable for steel products starting from production of different grades of material, its transfer to company warehouse, then to distributor warehouse cum service centre and finally to retailer

10p longtimenosee10 26-04-2024 3 1   Download

Ebook "Innovations in GIS 5" reflects the interdisciplinary nature of GIS research and includes coverage of such themes as: virtual GIS; spatial analysis; artificial intelligence; spatial agents and fuzzy systems; and space-time GIS and GIS applications.

259p cotieubac1004 15-03-2024 2 0   Download

Part 2 book "Multi-objective optimization in chemical engineering" includes content: Parameter estimation in phase equilibria calculations using multi objective evolutionary algorithms, phase equilibrium data reconciliation using multi objective differential evolution with tabu list, ecodesign of chemical processes with multi objective genetic algorithms,...and other contents.

259p muasambanhan09 12-03-2024 1 0   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

Part 1 book "Information processing in medical imaging" includes content: A shape guided deformable modelwith evolutionary algorithm initializationfor 3D soft tissue segmentation, shape regression machine, active mean fields - solving the mean fieldapproximation in the level set framework, liver segmentation using sparse 3D prior models withoptimal data support,... and other contents.

412p muasambanhan07 20-02-2024 2 0   Download

Ebook "Data mining - A heuristic approach" includes content: From evolution to immune to swarm to a simple introduction to modern heuristics; approximating proximity for fast and robust distance based clustering; on the use of evolutionary algorithms in data mining, the discovery of interesting nuggets using heuristic techniques, estimation of distribution algorithms for feature subset selection in large dimensionality domains,... and other contents.

310p haojiubujain09 21-11-2023 3 3   Download

In this paper, evolutionary optimization procedures for the aircraft’s airfoil family during level flight (low angle of attack) are discussed. That is because in other flight conditions, such as take-off, climb, descend, landing, the level flight condition takes most of the time of economic flight.

8p vijeff 30-11-2023 5 3   Download

In this paper, a typical representation of the nature-inspired evolved antenna is investigated and developed. The Black Hole (BH), a space-operated phenomenon, is used as an evolutionary algorithm to optimize the antenna structure.

8p vijeff 30-11-2023 5 3   Download

This paper analyzes the issues affecting the robustness of the multi-objective evolutionary algorithms (MOEAs) using surrogate models and suggests the use of a guidance technique to increase the robustness of the algorithm, through analysis, experiment and results are competitive and effective to improve the quality of MOEAs using a surrogate model to solve expensive problems.

17p visystrom 22-11-2023 7 5   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

This study proposes the application of an evolutionary algorithm in optimizing the construction process with Gantt charts to meet the multi-target requirements. The multi-target function is built based on single target criteria and is used as the cost function of the evolutionary algorithm. Application results with specific projects show multi-target optimization by using evolutionary algorithms that allow automatically building a suitable and balanced construction schedule between targets.

11p visharma 20-10-2023 6 4   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

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

Part 1 book "Evolutionary scheduling" includes content: Memetic algorithms in planning, scheduling, and timetabling; landscapes, embedded paths and evolutionary scheduling; designing dispatching rules to minimize total tardiness; hybrid particle swarm optimizers in the single machine scheduling problem - an experimental study.

282p oursky03 21-08-2023 10 4   Download

Part 2 book "Evolutionary scheduling" includes content: Optimum oil production planning using an evolutionary approach; a hybrid evolutionary algorithm for service restoration in power distribution systems; evolutionary generator maintenance scheduling in power systems; simultaneous planning and scheduling for multi autonomous vehicles; evolutionary optimization of business process designs; a genetic algorithm based reconfigurable scheduler.

349p oursky03 21-08-2023 5 4   Download