000			05156cam a2200613Ii 4500
001			on1001287932
003			OCoLC
005			20220711203406.0
006			m o d
007			cr cnu|||unuuu
008			170817s2017 xxk o 001 0 eng d
040			_aN$T _beng _erda _epn _cN$T _dIDEBK _dN$T _dEBLCP _dOCLCF _dYDX _dUMI _dDG1 _dMERUC _dMERER _dUAB
019			_a1001379151 _a1003645604
020			_a9781119136750 _q(electronic bk.)
020			_a111913675X _q(electronic bk.)
020			_z9781848218093
020			_a9781119136736
020			_a1119136733
020			_z1848218095
035			_a(OCoLC)1001287932 _z(OCoLC)1001379151 _z(OCoLC)1003645604
037			_aCL0500000891 _bSafari Books Online
050		4	_aTK3105
072		7	_aTEC _x009070 _2bisacsh
082	0	4	_a621.319 _223
049			_aMAIN
245	0	0	_aMetaheuristics for intelligent electrical networks / _cFrédéric Héliodore, Amir Nakib, Boussaad Ismail, Salma Ouchraa, Laurent Schmitt.
264		1	_aLondon, UK : _bISTE, Ltd. ; _aHoboken, NJ : _bWiley, _c2017.
300			_a1 online resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
490	1		_aComputer engineering series, Metaheuristics set ; _vvolume 10
504			_aIncludes bibliographical references and index.
588	0		_aOnline resource; title from PDF title page (Ebsco, viewed August 29, 2017).
505	0		_aCover; Half-Title Page; Title Page; Copyright Page; Contents; Introduction; 1. Single Solution Based Metaheuristics; 1.1. Introduction; 1.2. The descent method; 1.3. Simulated annealing; 1.4. Microcanonical annealing; 1.5. Tabu search; 1.6. Pattern search algorithms; 1.6.1. The GRASP method; 1.6.2. Variable neighborhood search; 1.6.3. Guided local search; 1.6.4. Iterated local search; 1.7. Other methods; 1.7.1. The Nelder-Mead simplex method; 1.7.2. The noising method; 1.7.3. Smoothing methods; 1.8. Conclusion; 2. Population-based Methods; 2.1. Introduction; 2.2. Evolutionary algorithms
505	8		_a2.2.1. Genetic algorithms2.2.2. Evolution strategies; 2.2.3. Coevolutionary algorithms; 2.2.4. Cultural algorithms; 2.2.5. Differential evolution; 2.2.6. Biogeography-based optimization; 2.2.7. Hybrid metaheuristic based on Bayesian estimation; 2.3. Swarm intelligence; 2.3.1. Particle Swarm Optimization; 2.3.2. Ant colony optimization; 2.3.3. Cuckoo search; 2.3.4. The firefly algorithm; 2.3.5. The fireworks algorithm; 2.4. Conclusion; 3. Performance Evaluation of Metaheuristics; 3.1. Introduction; 3.2. Performance measures; 3.2.1. Quality of solutions; 3.2.2. Computational effort
505	8		_a3.2.3. Robustness3.3. Statistical analysis; 3.3.1. Data description; 3.3.2. Statistical tests; 3.4. Literature benchmarks; 3.4.1. Characteristics of a test function; 3.4.2. Test functions; 3.5. Conclusion; 4. Metaheuristics for FACTS Placement and Sizing; 4.1. Introduction; 4.2. FACTS devices; 4.2.1. The SVC; 4.2.2. The STATCOM; 4.2.3. The TCSC; 4.2.4. The UPFC; 4.3. The PF model and its solution; 4.3.1. The PF model; 4.3.2. Solution of the network equations; 4.3.3. FACTS implementation and network modification; 4.3.4. Formulation of FACTS placement problem as an optimization issue
505	8		_a4.4. PSO for FACTS placement4.4.1. Solutions coding; 4.4.2. Binary particle swarm optimization; 4.4.3. Proposed Lévy-based hybrid PSO algorithm; 4.4.4. "Hybridization" of continuous and discrete PSO algorithms for application to the positioning and sizing of FACTS; 4.5. Application to the placement and sizing of two FACTS; 4.5.1. Application to the 30-node IEEE network; 4.5.2. Application to the IEEE 57-node network; 4.5.3. Significance of the modified velocity likelihoods method; 4.5.4. Influence of the upper and lower bounds on the velocity -> Vci of particles ci
505	8		_a4.5.5. Optimization of the placement of several FACTS of different types (general case)4.6. Conclusion; 5. Genetic Algorithm-based Wind Farm Topology Optimization; 5.1. Introduction; 5.2. Problem statement; 5.2.1. Context; 5.2.2. Calculation of power flow in wind turbine connection cables; 5.3. Genetic algorithms and adaptation to our problem; 5.3.1. Solution encoding; 5.3.2. Selection operator; 5.3.3. Crossover; 5.3.4. Mutation; 5.4. Application; 5.4.1. Application to farms of 15-20 wind turbines; 5.4.2. Application to a farm of 30 wind turbines
650		0	_aSmart power grids. _97197
650		7	_aTECHNOLOGY & ENGINEERING / Mechanical. _2bisacsh _97198
650		7	_aSmart power grids. _2fast _0(OCoLC)fst01792824 _97197
655		4	_aElectronic books. _93294
700	1		_aHéliodore, Frédéric, _eauthor. _97199
700	1		_aNakib, Amir, _eauthor. _97200
700	1		_aIsmail, Boussaad, _eauthor. _97201
700	1		_aOuchraa, Salma, _eauthor. _97202
700	1		_aSchmitt, Laurent, _eauthor. _97203
776	0	8	_cOriginal _z1848218095 _z9781848218093 _w(OCoLC)908914278
830		0	_aComputer engineering series (London, England). _pMetaheuristics set ; _v10. _97204
856	4	0	_uhttps://doi.org/10.1002/9781119136736 _zWiley Online Library
942			_cEBK
994			_a92 _bDG1
999			_c68832 _d68832