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001			978-3-319-16468-7
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008			150314s2015 gw | s |||| 0|eng d
020			_a9783319164687 _9978-3-319-16468-7
024	7		_a10.1007/978-3-319-16468-7 _2doi
050		4	_aQA297-299.4
072		7	_aUYA _2bicssc
072		7	_aCOM051300 _2bisacsh
082	0	4	_a518 _223
245	1	0	_aEvolutionary Computation in Combinatorial Optimization _h[electronic resource] : _b15th European Conference, EvoCOP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings / _cedited by Gabriela Ochoa, Francisco Chicano.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2015.
300			_aXII, 235 p. 41 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Computer Science, _x0302-9743 ; _v9026
505	0		_aA Biased Random-Key Genetic Algorithm for the Cloud Resource Management Problem -- A Computational Comparison of Different Algorithms for Very Large p-median Problems -- A New Solution Representation for the Firefighter Problem -- A Variable Neighborhood Search Approach for the Interdependent Lock Scheduling Problem -- A Variable Neighborhood Search for the Generalized Vehicle Routing Problem with Stochastic Demands -- An Iterated Local Search Algorithm for Solving the Orienteering Problem with Time Windows -- Analysis of Solution Quality of a Multi objective Optimization-Based Evolutionary Algorithm for Knapsack Problem -- Evolving Deep Recurrent Neural Networks Using Ant Colony Optimization -- Hyper-heuristic Operator Selection and Acceptance Criteria -- Improving the Performance of the Germinal Center Artificial Immune System Using (Sf(B-Dominance: A Multi-objective Knapsack Problem -- Mixing Network Extremal Optimization for Community Structure Detection -- Multi-start Iterated Local Search for the Mixed Fleet Vehicle Routing Problem with Heterogeneous Electric Vehicles -- On the Complexity of Searching the Linear Ordering Problem Neighborhoods -- Runtime Analysis of (1 + 1) Evolutionary Algorithm Controlled with Q-learning Using Greedy Exploration Strategy on ONEMAX+ZEROMAX Problem -- The New Memetic Algorithm HEAD for Graph Coloring: An Easy Way for Managing Diversity -- The Sim-EA Algorithm with Operator Auto adaptation for the Multi objective Firefighter Problem -- True Pareto Fronts for Multi-objective AI Planning Instances -- Upper and Lower Bounds on Unrestricted Black-Box Complexity of JUMPn,l -- Using Local Search to Evaluate Dispatching Rules in Dynamic Job Shop Scheduling.
520			_aThis book constitutes the refereed proceedings of the 15th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2015, held in Copenhagen, Denmark, in April 2015, co-located with the Evo*2015 events EuroGP, EvoMUSART and EvoApplications. The 19 revised full papers presented were carefully reviewed and selected from 46 submissions. The papers cover methodology, applications and theoretical studies. The methods included evolutionary and memetic (hybrid) algorithms, iterated local search, variable neighbourhood search, ant colony optimization, artificial immune systems, hyper-heuristics and other adaptive approaches. The applications include both traditional domains, such as graph coloring, knapsack, vehicle routing, job-shop scheduling, the p-median and the orienteering problems; and new(er) domains such as designing deep recurrent neural networks, detecting network community structure, lock scheduling of ships, cloud resource management, the fire-fighter problem and AI planning. The theoretical studies involved approximation ratio, runtime and black-box complexity analyses.
650		0	_aComputer science.
650		0	_aComputers.
650		0	_aAlgorithms.
650		0	_aNumerical analysis.
650		0	_aComputer science _xMathematics.
650		0	_aArtificial intelligence.
650	1	4	_aComputer Science.
650	2	4	_aNumeric Computing.
650	2	4	_aAlgorithm Analysis and Problem Complexity.
650	2	4	_aDiscrete Mathematics in Computer Science.
650	2	4	_aComputation by Abstract Devices.
650	2	4	_aArtificial Intelligence (incl. Robotics).
700	1		_aOchoa, Gabriela. _eeditor.
700	1		_aChicano, Francisco. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319164670
830		0	_aLecture Notes in Computer Science, _x0302-9743 ; _v9026
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-16468-7
912			_aZDB-2-SCS
912			_aZDB-2-LNC
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