Eneko Osaba,
Xin-She Yang
Springer Nature Singapore
e druk, 2021
9789811606618
Applied Optimization and Swarm Intelligence
Specificaties
Gebonden, blz.
|
Engels
Springer Nature Singapore |
e druk, 2021
ISBN13: 9789811606618
Rubricering
Juridisch
:
Onderdeel van serie
Springer Tracts in Nature-Inspired Computing
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This book gravitates on the prominent theories and recent developments of swarm intelligence methods, and their application in both synthetic and real-world optimization problems. The special interest will be placed in those algorithmic variants where biological processes observed in nature have underpinned the core operators underlying their search mechanisms. In other words, the book centers its attention on swarm intelligence and nature-inspired methods for efficient optimization and problem solving. The content of this book unleashes a great opportunity for researchers, lecturers and practitioners interested in swarm intelligence, optimization problems and artificial intelligence.
Specificaties
ISBN13:9789811606618
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Singapore
Inhoudsopgave
Applied Optimization and Swarm Intelligence: A Systematic Review and Prospect Opportunities.- A Review on Ensemble Methods and their Applications to Optimization Problems.- A Brief Overview of Swarm Intelligence-Based Algorithms for Numerical Association Rule Mining.- Review of Swarm Intelligence for Improving Time Series Forecasting.- Soccer-Inspired Metaheuristics: Systematic Review of Recent Research and Applications.- Formal Cognitive Modeling of Swarm Intelligence for Decision-Making Optimization Problems.- Nature-Inspired Optimization Algorithms for Path Planning and Fuzzy Tracking Control of Mobile Robots.- A Hardware Architecture and Physical Prototype for General-Purpose Swarm Minirobotics: Proteus II.- Evolving a Multi-Objective Optimization Framework.- Swarm Intelligence Based Optimum Design of Deep Excavation System.
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