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Evolutionary computation in stochastic environments

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ISBN: 9783866441286 Year: Pages: VII, 128 p. DOI: 10.5445/KSP/1000006634 Language: ENGLISH
Publisher: KIT Scientific Publishing
Subject: Computer Science
Added to DOAB on : 2019-07-30 20:01:58
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This book develops efficient methods for the application of Evolutionary Algorithms on stochastic problems. To achieve this, procedures for statistical selection are systematically analyzed with respect to different measures and significantly improved. It is shown how to adapt one of the best procedures for the needs of Evolutionary Algorithms and Evolutionary operators for efficient implementation in stochastic environments are identified.

Methods in Computational Biology

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ISBN: 9783039211630 9783039211647 Year: Pages: 214 DOI: 10.3390/books978-3-03921-164-7 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Computer Science
Added to DOAB on : 2019-08-28 11:21:27
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Modern biology is rapidly becoming a study of large sets of data. Understanding these data sets is a major challenge for most life sciences, including the medical, environmental, and bioprocess fields. Computational biology approaches are essential for leveraging this ongoing revolution in omics data. A primary goal of this Special Issue, entitled “Methods in Computational Biology”, is the communication of computational biology methods, which can extract biological design principles from complex data sets, described in enough detail to permit the reproduction of the results. This issue integrates interdisciplinary researchers such as biologists, computer scientists, engineers, and mathematicians to advance biological systems analysis. The Special Issue contains the following sections:•Reviews of Computational Methods•Computational Analysis of Biological Dynamics: From Molecular to Cellular to Tissue/Consortia Levels•The Interface of Biotic and Abiotic Processes•Processing of Large Data Sets for Enhanced Analysis•Parameter Optimization and Measurement

Advances in Hard-to-Cut Materials: Manufacturing, Properties, Process Mechanics and Evaluation of Surface Integrity

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ISBN: 9783039283545 9783039283552 Year: Pages: 222 DOI: 10.3390/books978-3-03928-355-2 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: General and Civil Engineering --- Technology (General)
Added to DOAB on : 2020-04-07 23:07:09
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The rapid growth of modern industry has resulted in a growing demand for construction materials with excellent operational properties. However, the improved features of these materials can significantly hinder their manufacture and, therefore, they can be defined as hard-to-cut. The main difficulties during the manufacturing/processing of hard-to-cut materials are attributed especially to their high hardness and abrasion resistance, high strength at room or elevated temperatures, increased thermal conductivity, as well as resistance to oxidation and corrosion. Nowadays, the group of hard-to-cut materials is extensive and still expanding, which is attributed to the development of a novel manufacturing techniques (e.g., additive technologies). Currently, the group of hard-to-cut materials mainly includes hardened and stainless steels, titanium, cobalt and nickel alloys, composites, ceramics, as well as the hard clads fabricated by additive techniques. This Special Issue, “Advances in Hard-to-Cut Materials: Manufacturing, Properties, Process Mechanics and Evaluation of Surface Integrity”, provides the collection of research papers regarding the various problems correlated with hard-to-cut materials. The analysis of these studies reveals the primary directions regarding the developments in manufacturing methods, characterization, and optimization of hard-to-cut materials.

Evolutionary Computation

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ISBN: 9783039219285 9783039219292 Year: Pages: 424 DOI: 10.3390/books978-3-03921-929-2 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering
Added to DOAB on : 2019-12-09 11:49:16
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Computational intelligence is a general term for a class of algorithms designed by nature's wisdom and human intelligence. Computer scientists have proposed many computational intelligence algorithms with heuristic features. These algorithms either mimic the evolutionary processes of the biological world, mimic the physiological structure and bodily functions of the organism,

Keywords

artificial bee colony algorithm (ABC) --- cloud model --- normal cloud model --- Y conditional cloud generator --- global optimum --- evolution --- computation --- urban design --- biology --- shape grammar --- architecture --- SPEA 2 --- energy-efficient job shop scheduling --- dispatching rule --- nonlinear convergence factor --- mutation operation --- whale optimization algorithm --- particle swarm optimization --- confidence term --- random weight --- benchmark functions --- t-test --- success rates --- average iteration times --- set-union knapsack problem --- moth search algorithm --- transfer function --- discrete algorithm --- evolutionary multi-objective optimization --- convergence point --- acceleration search --- evolutionary computation --- optimization --- bat algorithm (BA) --- bat algorithm with multiple strategy coupling (mixBA) --- CEC2013 benchmarks --- Wilcoxon test --- Friedman test --- facility layout design --- single loop --- monarch butterfly optimization --- slicing tree structure --- material handling path --- integrated design --- wireless sensor networks (WSNs) --- DV-Hop algorithm --- multi-objective DV-Hop localization algorithm --- NSGA-II-DV-Hop --- first-arrival picking --- fuzzy c-means --- particle swarm optimization --- range detection --- minimum total dominating set --- evolutionary algorithm --- genetic algorithm --- local search --- constrained optimization problems (COPs) --- evolutionary algorithms (EAs) --- firefly algorithm (FA) --- stochastic ranking (SR) --- Artificial bee colony --- swarm intelligence --- elite strategy --- dimension learning --- global optimization --- DE algorithm --- ?-Hilbert space --- topology structure --- quantum uncertainty property --- numerical simulation --- whale optimization algorithm --- flexible job shop scheduling problem --- nonlinear convergence factor --- adaptive weight --- variable neighborhood search --- elephant herding optimization --- EHO --- swarm intelligence --- individual updating strategy --- large-scale --- benchmark --- diversity maintenance --- particle swarm optimizer --- entropy --- large scale optimization --- minimum load coloring --- memetic algorithm --- evolutionary --- local search --- particle swarm optimization --- large-scale optimization --- adaptive multi-swarm --- diversity maintenance --- deep learning --- convolutional neural network --- rock types --- automatic identification --- monarch butterfly optimization --- greedy optimization algorithm --- global position updating operator --- 0-1 knapsack problems

Application of Optimization in Production, Logistics, Inventory, Supply Chain Management and Block Chain

Authors: ---
ISBN: 9783039285228 / 9783039285235 Year: Pages: 618 DOI: 10.3390/books978-3-03928-523-5 Language: eng
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering
Added to DOAB on : 2020-06-09 16:38:57
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The evolution of industrial development since the 18th century is now experiencing the fourth industrial revolution. The effect of the development has propagated into almost every sector of the industry. From inventory to the circular economy, the effectiveness of technology has been fruitful for industry. The recent trends in research, with new ideas and methodologies, are included in this book. Several new ideas and business strategies are developed in the area of the supply chain management, logistics, optimization, and forecasting for the improvement of the economy of the society and the environment. The proposed technologies and ideas are either novel or help modify several other new ideas. Different real life problems with different dimensions are discussed in the book so that readers may connect with the recent issues in society and industry. The collection of the articles provides a glimpse into the new research trends in technology, business, and the environment.

Keywords

inventory --- defectives --- inspection errors --- full trade credit --- partial trade credit --- supplier selection process --- multicriteria decision making (MCDM) --- edible oil --- fuzzy analytical hierarchy process (FAHP) --- green data envelopment analysis (GDEA) --- optimization --- integer linear programming --- sustainable --- supplier selection --- order allocation --- supply chain management --- e-commerce --- O2O channel --- customer acquisition cost --- transshipments --- electric power distribution --- Lean manufacturing --- multi-stage production system --- fuzzy demand --- imperfect products --- reworking --- lean manufacturing --- sustainability --- process imperfection --- uncertain information --- decomposition principle --- triangular fuzzy number --- human-based production system --- offline inspection --- optimization --- inspection cost --- outgoing quality --- learning behavior --- transport infrastructure --- develop strategies --- optimal algorithms --- business performance --- resilient supply chain --- supplier selection --- fuzzy optimization --- disruption risks --- preservation technology investment --- refrigerated trucks --- waste reduction --- controllable probabilistic deterioration rate --- supply chain management --- supply chain inventory --- imperfect quality --- inspection --- carbon emission --- deteriorating items --- industry 4.0 --- dynamic job-shop scheduling --- simulation --- decision support systems --- internet of things --- four-dimensional transportation problem --- fixed charge --- space constraint --- budget constraint --- substitute and complimentary items --- rough interval --- lead-time reduction --- production modelling --- optimization --- inventory control --- backorder --- imperfect manufacturing system --- backordering --- defective products --- rework --- inspection --- inventory --- smart production --- variable demand --- advertisement --- energy --- rework --- system reliability --- airborne particulate matter --- Bayesian approach --- change point detection --- likelihood ratio test --- time series analysis --- air quality --- supply chain management --- inventory control --- distribution-free approach --- revenue sharing --- radio frequency identification --- information asymmetry --- CLSC management --- O2O channel --- random defective rate --- hybrid manufacturing- remanufacturing strategy --- stochastic-petri net modeling --- sustainable healthcare system --- staff absenteeism --- patient’s queue --- mixed integer nonlinear programming --- data envelopment analysis --- benchmarking --- petrochemical industries --- technical and super-efficiencies --- multidimensional scaling --- efficiency and scatter plots --- price discounts --- stochastic-price dependent demand --- newsvendor --- pricing policy --- scheduling --- evolutionary algorithm --- robustness --- multi-objective --- machine breakdown --- inventory --- pricing --- complementary products --- substitutable products --- deterioration --- inventory modelling and optimization --- Trade-credit financing --- Cash discounts --- permissible delays in payments --- Supply chain management --- economic order quantity (EOQ) --- mathematical solution procedure --- deteriorating items --- mathematical analytic tools and techniques --- managerial considerations and managerial decisions --- production --- imperfect production --- defective rate --- workplace stress --- workers’ efficiency --- quality control --- targeting model --- process mean --- strict quasi-concavity --- recurrent states --- optimized limits --- preventive maintenance --- imperfect repair --- optimization --- reliability threshold --- repairable system --- distributed development --- agile development --- application program interfaces in agile distributed projects --- framework for agile distributed development

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