Recent Advances in Swarm Intelligence and Evolutionary Computation is popular PDF and ePub book, written by Xin-She Yang in 2014-12-27, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Recent Advances in Swarm Intelligence and Evolutionary Computation can be Read Online from any device for your convenience.
Recent Advances in Swarm Intelligence and Evolutionary Computation Book PDF Summary
This timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence and bio-inspired computation. Topics include the analysis and overview of swarm intelligence and evolutionary computation, hybrid metaheuristic algorithms, bat algorithm, discrete cuckoo search, firefly algorithm, particle swarm optimization, and harmony search as well as convergent hybridization. Application case studies have focused on the dehydration of fruits and vegetables by the firefly algorithm and goal programming, feature selection by the binary flower pollination algorithm, job shop scheduling, single row facility layout optimization, training of feed-forward neural networks, damage and stiffness identification, synthesis of cross-ambiguity functions by the bat algorithm, web document clustering, truss analysis, water distribution networks, sustainable building designs and others. As a timely review, this book can serve as an ideal reference for graduates, lecturers, engineers and researchers in computer science, evolutionary computing, artificial intelligence, machine learning, computational intelligence, data mining, engineering optimization and designs.
Detail Book of Recent Advances in Swarm Intelligence and Evolutionary Computation PDF
- Author : Xin-She Yang
- Release : 27 December 2014
- Publisher : Springer
- ISBN : 9783319138268
- Genre : Technology & Engineering
- Total Page : 295 pages
- Language : English
- PDF File Size : 7,8 Mb
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