TY  - BOOK
AU  - Dhaenens,Clarisse
AU  - Jourdan,Laetitia
TI  - Metaheuristics for big data
T2  - Computer engineering series. Metaheuristics set
SN  - 9781848218062
U1  - 519.6 23
PY  - 2016///
CY  - London ; Hoboken, NJ
PB  - ISTE/Wiley
KW  - Mathematical optimization
KW  - Big data
N1  - Includes bibliographical references and index; 1. Optimization and Big Data --
2. Metaheuristics : A Short Introduction --
3. Metaheuristics and Parallel Optimization --
4. Metaheuristics and Clustering --
5. Metaheuristics and Association Rules --
6. Metaheuristics and (Supervised) Classification --
7. On the Use of Metaheuristics for Feature Selection in Classification --
8. Frameworks
N2  - This book deals with the management and valuation of energy storage in electric power grids, highlighting the interest of storage systems in grid applications and developing management methodologies based on artificial intelligence tools. The authors highlight the importance of storing electrical energy, in the context of sustainable development, in "smart cities" and "smart transportation", and discuss multiple services that storing electrical energy can bring. Methodological tools are provided to build an energy management system storage following a generic approach. These tools are based on causal formalisms, artificial intelligence and explicit optimization techniques and are presented throughout the book in connection with concrete case studies.
ER  -