Nature-Inspired Computing and Optimization Nature-Inspired Computing and Optimization
Modeling and Optimization in Science and Technologies

Nature-Inspired Computing and Optimization

Theory and Applications

    • 129,99 €
    • 129,99 €

Descrizione dell’editore

The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approach is mainly practice-oriented: each bio-inspired technique or algorithm is introduced together with one of its possible applications. Applications cover a wide range of real-world optimization problems: from feature selection and image enhancement to scheduling and dynamic resource management, from wireless sensor networks and wiring network diagnosis to sports training planning and gene expression, from topology control and morphological filters to nutritional meal design and antenna array design. There are a few theoretical chapters comparing different existing techniques, exploring the advantages of nature-inspired computing over other methods, and investigating the mixing time of genetic algorithms. The book also introduces a wide range of algorithms, including the ant colony optimization, the bat algorithm, genetic algorithms, the collision-based optimization algorithm, the flower pollination algorithm, multi-agent systems and particle swarm optimization. This timely book is intended as a practice-oriented reference guide for students, researchers and professionals.

GENERE
Professionali e tecnici
PUBBLICATO
2017
7 marzo
LINGUA
EN
Inglese
PAGINE
515
EDITORE
Springer International Publishing
DIMENSIONE
11
MB

Altri libri di Srikanta Patnaik, Xin-She Yang & Kazumi Nakamatsu

Proceedings of International Conference on Artificial Intelligence and Communication Technologies (ICAICT 2023) Proceedings of International Conference on Artificial Intelligence and Communication Technologies (ICAICT 2023)
2024
Multidimensional Signals, Augmented Reality and Information Technologies Multidimensional Signals, Augmented Reality and Information Technologies
2024
Proceedings of International Conference on Artificial Intelligence and Communication Technologies (ICAICT 2023) Proceedings of International Conference on Artificial Intelligence and Communication Technologies (ICAICT 2023)
2023
Recent Advancements in Computational Finance and Business Analytics Recent Advancements in Computational Finance and Business Analytics
2023
Advanced Intelligent Technologies for Information and Communication Advanced Intelligent Technologies for Information and Communication
2023
Global Trends in Technology Startup Project Development and Management Global Trends in Technology Startup Project Development and Management
2023

Altri libri di questa serie

Computational Management Computational Management
2021
Smart Village Technology Smart Village Technology
2020
Nature-Inspired Methods for Metaheuristics Optimization Nature-Inspired Methods for Metaheuristics Optimization
2020
Model Selection and Error Estimation in a Nutshell Model Selection and Error Estimation in a Nutshell
2019
Deep Learning Classifiers with Memristive Networks Deep Learning Classifiers with Memristive Networks
2019
Advanced Image and Video Processing Using MATLAB Advanced Image and Video Processing Using MATLAB
2018