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    • Brief Description
      • [PDF] Swarm Intelligence and Bio-Inspired Computation Free Download by Amir Hossein Gandomi , Mehmet Karamanoglu , Renbin Xiao , Xin-She Yang , Zhihua Cui | Publisher : Elsevier | Category : Computers & Internet | Tags : Search, Theory, Algorithm, Functions, Dynamic, Management | ISBN-10 : 0124051634 | ISBN-13 : 9780124051638
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      • Swarm Intelligence and Bio-Inspired Computation by Amir Hossein Gandomi , Mehmet Karamanoglu , Renbin Xiao , Xin-She Yang , Zhihua Cui, Publisher : Elsevier
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    • Complete Book Description
      • Swarm Intelligence and bio-inspired computation have become increasing popular in the last two decades. Bio-inspired algorithms such as ant colony algorithms, bat algorithms, bee algorithms, firefly algorithms, cuckoo search and particle swarm optimization have been applied in almost every area of science and engineering with a dramatic increase of number of relevant publications. This book reviews the latest developments in swarm intelligence and bio-inspired computation from both the theory and application side, providing a complete resource that analyzes and discusses the latest and future trends in research directions. It can help new researchers to carry out timely research and inspire readers to develop new algorithms. With its impressive breadth and depth, this book will be useful for advanced undergraduate students, PhD students and lecturers in computer science, engineering and science as well as researchers and engineers.

        • Focuses on the introduction and analysis of key algorithms
        • Includes case studies for real-world applications
        • Contains a balance of theory and applications, so readers who are interested in either algorithm or applications will all benefit from this timely book.

        Table of Contents

        Chapter 1 Swarm Intelligence and Bio-Inspired Computation: An Overview
        Chapter 2 Analysis of Swarm Intelligence-Based Algorithms for Constrained Optimization
        Chapter 3 Lévy Flights and Global Optimization
        Chapter 4 Memetic Self-Adaptive Firefly Algorithm
        Chapter 5 Modeling and Simulation of Ant Colony’s Labor Division: A Problem-Oriented Approach
        Chapter 6 Particle Swarm Algorithm: Convergence and Applications
        Chapter 7 A Survey of Swarm Algorithms Applied to Discrete Optimization Problems
        Chapter 8 Test Functions for Global Optimization: A Comprehensive Survey
        Chapter 9 Binary Bat Algorithm for Feature Selection
        Chapter 10 Intelligent Music Composition
        Chapter 11 A Review of the Development and Applications of the Cuckoo Search Algorithm
        Chapter 12 Bio-Inspired Models for Semantic Web
        Chapter 13 Discrete Firefly Algorithm for Traveling Salesman Problem: A New Movement Scheme
        Chapter 14 Modeling to Generate Alternatives Using Biologically Inspired Algorithms
        Chapter 15 Structural Optimization Using Krill Herd Algorithm
        Chapter 16 Artificial Plant Optimization Algorithm
        Chapter 17 Genetic Algorithm for the Dynamic Berth Allocation Problem in Real Time
        Chapter 18 Opportunities and Challenges of Integrating Bio-Inspired Optimization and Data Mining Algorithms
        Chapter 19 Improvement of PSO Algorithm by Memory-Based Gradient Search Application in Inventory Management

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    • Book Details
      • Book Name : Swarm Intelligence and Bio-Inspired Computation

        Edition : 1

        Author : Amir Hossein Gandomi , Mehmet Karamanoglu , Renbin Xiao , Xin-She Yang , Zhihua Cui

        Publisher : Elsevier

        Category : Computers & Internet

        ISBN-10 : 0124051634

        ISBN-13 : 9780124051638

        ASIN : 0124051634

        Pages : 450

        Language : English

        Publish Date : June 12, 2013
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