Nature-Inspired Optimization Algorithms with Java

Shashank Jain

ISBN 10: 1484274008 / ISBN 13: 9781484274002

Edité par Apress Dez 2021, 2021

A propos de cet article

This item is printed on demand - it takes 3-4 days longer - Neuware -Gain insight into the world of nature-inspired optimization techniques and algorithms. This book will prepare you to apply different nature-inspired optimization techniques to solve problems using Java.You'll start with an introduction to the hidden algorithms that nature uses and find the approximate solutions to optimization problems. You'll then see how living creatures such as fish and birds are able to perform computation to solve specific optimization tasks. This book also covers various nature-inspired algorithms by reviewing code examples for each one followed by crisp and clear explanations of the algorithm using Java code. You'll examine the use of each algorithm in specific industry scenariossuch as fleet scheduling in supply chain management, and shop floor management in industrial and manufacturing applications.Nature-Inspired Optimization Algorithms with Java is your pathway to understanding a variety of optimization problems that exist in various industries and domains and it will develop an ability to apply nature-inspired algorithms to find approximate solutions to them.What You'll LearnStudy optimization and its problemsExamine nature-inspired algorithms such asParticle Swarm, Gray wolf, etc.See how nature-inspired algorithms are being used to solve optimization problemsUse Java for solving the different nature-inspired algorithms with real-world examplesWho This Book Is ForSoftware developers/architects who are looking to hone their skills in area of problem solving related to optimization with Java. 192 pp. Englisch.

N° de réf. du vendeur 9781484274002

Détails bibliographiques

• Titre: Nature-Inspired Optimization Algorithms with Java
• Éditeur: Apress Dez 2021
• Date de parution: 2021
• Langue: anglais
• ISBN à 10 chiffres: 1484274008
• ISBN à 13 chiffres: 9781484274002
• Reliure: Taschenbuch
• État de l'article: Neu

A propos de ce titre

Synopsis

Gain insight into the world of nature-inspired optimization techniques and algorithms. This book will prepare you to apply different nature-inspired optimization techniques to solve problems using Java.
You'll start with an introduction to the hidden algorithms that nature uses and find the approximate solutions to optimization problems. You'll then see how living creatures such as fish and birds are able to perform computation to solve specific optimization tasks. This book also covers various nature-inspired algorithms by reviewing code examples for each one followed by crisp and clear explanations of the algorithm using Java code. You'll examine the use of each algorithm in specific industry scenarios such as fleet scheduling in supply chain management, and shop floor management in industrial and manufacturing applications.
Nature-Inspired Optimization Algorithms with Java is your pathway to understanding a variety of optimization problems that exist in various industries and domains and it will develop an ability to apply nature-inspired algorithms to find approximate solutions to them.

What You'll Learn

• Study optimization and its problems
• Examine nature-inspired algorithms such as Particle Swarm, Gray wolf, etc.
• See how nature-inspired algorithms are being used to solve optimization problems
• Use Java for solving the different nature-inspired algorithms with real-world examples

Who This Book Is For
Software developers/architects who are looking to hone their skills in area of problem solving related to optimization with Java.

À propos de l?auteur

Shashank Jain has been working in the IT industry for about 20 years, mainly in areas of cloud computing and distributed systems. He has a keen interest in virtualization techniques, security, and complex systems. Shashank has 32 software patents (many yet to be published) in the area of cloud computing, IoT, and machine learning. He is a speaker at multiple reputed cloud conferences. Shashank holds Sun, Microsoft, and Linux kernel certifications. He is also the author of the book "Linux Containers and Virtualization" published by Apress.