Nature-Inspired Optimization Algorithms with Java
eBook - ePub

Nature-Inspired Optimization Algorithms with Java

A Look at Optimization Techniques

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Nature-Inspired Optimization Algorithms with Java

A Look at Optimization Techniques

Book details
Table of contents
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About This Book

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 Learn

  • Study optimization and its problems
  • Examine nature-inspired algorithms such asParticle 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.

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Yes, you can access Nature-Inspired Optimization Algorithms with Java by Shashank Jain in PDF and/or ePUB format, as well as other popular books in Computer Science & Programming in Java. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Apress
Year
2021
ISBN
9781484274019
Topic
Computer Science
Subtopic
Programming in Java
Index
Computer Science

Table of contents

  1. Cover
  2. Front Matter
  3. 1. Introduction to Optimization: Problems and Techniques
  4. 2. Mammals: Whale, Gray Wolf, and Bat Optimization
  5. 3. Birds: Particle Swarm and Cuckoo Search Optimization
  6. 4. Insects: Firefly Optimization
  7. 5. Sea Creatures: Salp Swarm Optimization
  8. Back Matter