In today's highly competitive business landscape, testing and optimization are crucial for companies that want to maximize growth and profitability. Here's an in-depth look at why testing and optimization should be core parts of your business strategy.

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Explore Microsoft's innovative approach to query optimization in production environments, addressing challenges with general-purpose optimization and introducing specialized cloud-based optimizers. Learn about the implementation details, experiments conducted, and the solution proposed. Discover how

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This lecture outline delves into the concepts of evolution, unity, and diversity of organisms on Earth, covering topics such as fossils, Lamarck and Darwin's theories, adaptation, natural selection, artificial selection, Carolus Linnaeus' systematics, plant evolution, and the demonstration of evolut

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Differences in functional and structural constraints across sites lead to varying rates of evolution in molecular sequences. Understanding the complexities of site-specific rates, among-site rate variation, site-specific rates models, invariable sites model, and continuous methods is crucial for acc

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Optimization in process engineering involves obtaining the best possible solution for a given process by minimizing or maximizing a specific performance criterion while considering various constraints. This process is crucial for achieving improved yields, reducing pollutants, energy consumption, an

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Swarm Intelligence (SI) is an artificial intelligence technique inspired by collective behavior in nature, where decentralized agents interact to achieve goals. Swarms are loosely structured groups of interacting agents that exhibit collective behavior. Examples include ant colonies, flocking birds,

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Peripatus, known as claw bearers, exhibits characteristics of both annelids and arthropods, making it an intriguing species in the study of evolutionary biology. Considered as an intermediate link between these two phyla, Peripatus raises questions about its classification and evolutionary history.

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Phylogeny is the study of evolutionary relationships among organisms, depicted in phylogenetic trees based on shared characteristics. This overview delves into terms like homology, analogy, monophyly, and co-evolution in angiosperms with an emphasis on taxonomy, systematics, and the evolutionary his

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Cladograms are used in cladistics to illustrate evolutionary relationships between organisms based on shared ancestral and derived characters. They are created by grouping species by common descent, forming clades that include an ancestral species and all its descendants. Valid clades are monophylet

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Exploring the forces behind evolutionary change, this content delves into natural selection, genetic drift, and gene flow. Examples such as the bottleneck effect, founder effect, and Amish population polydactylism are presented to illustrate how these mechanisms shape genetic diversity. The impact o

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The DNN Inference Optimization Challenge, organized by Liya Yuan from ZTE, focuses on optimizing deep neural network (DNN) models for efficient inference on-device, at the edge, and in the cloud. The challenge addresses the need for high accuracy while minimizing data center consumption and inferenc

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Basidiomycota, a successful fungal group with 30,000 known species, predominantly exhibits filamentous vegetative growth while also producing yeast forms. The multi-layered cell wall and regularly septate hyphae with dikaryotic mycelium are key characteristics. Recent experimentation on Schizophyllu

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Explore the modes of speciation and causes of extinction in the evolutionary process. Learn how species evolve to become distinct through geographic isolation and reduced gene flow. Understand the implications of extinction and its impact on biodiversity. Images and descriptions provided offer insig

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Taxonomy, derived from Greek roots, encompasses the science of classifying organisms and understanding their variations, evolutionary relationships, and naming conventions. It involves description, identification, classification, and nomenclature of both living and extinct organisms. The practices o

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This seminar at the University of Zurich, led by Prof. Sebastian Schnettler, delves into the realm of evolutionary sociology, examining the impact of genetics, hormones, and social processes on human behavior. The course integrates biology and sociology, offering a variety of approaches to understan

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Monera, the simplest yet diverse kingdom, is divided into Archaebacteria and Eubacteria. Archaebacteria are ancient, thriving in extreme conditions, while Eubacteria encompass true bacteria with various metabolic capabilities. Actinomycetes, unique filamentous bacteria, play vital roles in soil ecos

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The production order highlights the essential role of genomic variation as fuel for natural selection, driving evolutionary adaptation. The Cambrian Explosion timeframe reveals a rapid increase in evolutionary adaptation, showcasing the appearance of diverse animal phyla over a relatively short peri

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Explore the complexities of multiple objective linear programming, decision-making with multiple objectives, goal programming, and evolutionary multi-objective optimization. Discover the trade-offs and conflicts between various objectives in optimization problems.

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Discrete Optimization is a field of applied mathematics that uses techniques from combinatorics, graph theory, linear programming, and algorithms to solve optimization problems over discrete structures. This involves creating mathematical models, defining objective functions, decision variables, and

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This study delves into the generalization of Empirical Risk Minimization (ERM) in stochastic convex optimization, focusing on minimizing true objective functions while considering generalization errors. It explores the application of ERM in machine learning and statistics, particularly in supervised

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Explore the world of optimization through convex and general problems, understanding the concepts, constraints, and the difference between convex and non-convex optimization. Discover the significance of local and global optima in solving complex optimization challenges.

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Biosystematics plays a crucial role in refining biological classification by focusing on biological criteria to define relationships within closely related species. It helps delineate biotic communities, recognize different biosystematic categories, and understand evolutionary patterns. Through the

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Delve into the fascinating realm of human origins through an examination of humans and African apes, evidence for evolution, and the construction of phylogenetic trees. Understand the relationships between species, common ancestors, and key evolutionary developments that have shaped the course of hu

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Explore the fascinating concepts of sexual selection, sex differences, and speciation in evolutionary biology through topics such as ornamentation in males, survival advantages, and the influence of mate preferences on offspring fitness. Dive into the mechanisms that drive the evolution of species a

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In the field of phylogenetics, the process of progressive alignment is crucial for aligning sequences and building evolutionary trees. This approach involves generating pairwise alignments, estimating distances, constructing guide trees, and aligning sequences progressively based on the tree. Needle

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Study on computing triplet and quartet distances in evolutionary trees, comparing rooted vs. unrooted, binary vs. arbitrary degree trees. Discusses algorithms, experimental results, and evolutionary tree construction methods. Includes analysis on cultural phylogenetics and evolutionary tree comparis

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Explore the intricate dynamics of signaling games and evolutionary strategies like Lewis signaling games, Hamilton Maynard Smith theories, and replicator dynamics. Witness the evolution of signaling strategies through simulations and understand the role of replicator dynamics in population interacti

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The Ordovician period was marked by significant events such as the average temperature and atmospheric CO2 levels, the emergence of diverse life forms, glacial events leading to mass extinctions, and the survival of the fittest in evolving environments. Primitive reefs, major evolutionary radiation

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Co-evolution refers to the reciprocal genetic changes in species in response to each other. The Red Queen Hypothesis, illustrated in the arms race between parasites and hosts, exemplifies this phenomenon. This interaction drives evolutionary dynamics in herbivores, plants, pollinators, prey, predato

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Recent research highlights advancements in solving sampling problems in convex optimization, exemplified by works by Yin Tat Lee and Santosh Vempala. The complexity of convex problems, such as the Minimum Cost Flow Problem and Submodular Minimization, are being unraveled through innovative formulas

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Scientists use classification to group organisms logically, making it easier to study life's diversity. Taxonomy assigns universally accepted names to organisms using binomial nomenclature. Carolus Linnaeus developed this system, organizing organisms into species, genus, family, order, class, phylum

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Delve into the effects of evolutionary mechanisms such as genetic drift, gene flow, mutation, and recombination in populations. Understand how changes in allele frequencies occur due to various factors like natural disasters and the bottleneck effect, impacting the gene pool and future generations.

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This study explores the evolutionary forces influencing language change, focusing on linguistic variants over time, utilizing the Wright-Fisher model and the Frequency Increment Test. It analyzes three interesting language changes, such as the development of the past tense in American English, and p

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Meet the evolutionary pioneers - Mary Anning, Charles Darwin, and Alfred Russel Wallace, who played crucial roles in the development of evolutionary theory. Learn about their groundbreaking discoveries, challenges faced, and lasting impact on the scientific community.

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Dive into the world of evolutionary trees and family lineages through captivating visuals and informative illustrations. Explore the relationships between species, understand genetic connections, and discover how traits evolve and spread through generations. From evolutionary history to family trees

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Evolutionary Educational Psychology explores how children are naturally motivated to develop folk knowledge and the role schools play in bridging the gap between folk and secondary knowledge. It discusses cooptation, the adaptation of cognitive systems, and highlights the widening disparity between

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This piece discusses approximation algorithms for stochastic optimization problems, focusing on modeling uncertainty in inputs, adapting to stochastic predictions, and exploring different optimization themes. It covers topics such as weakening the adversary in online stochastic optimization, two-sta

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Evolutionary algorithms, particularly genetic algorithms, simulate natural evolution to optimize parameters and discover new solutions. By creating genomes representing potential solutions and using genetic operators like mutation and crossover, these algorithms populate a search space, conduct loca

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Explore the evolutionary mechanisms of natural selection and genetic drift through a fun activity involving a wild chili pepper population. Witness how chemical defense affects the survival and reproduction of pepper plants against herbivores and pathogens. Learn about the concepts of mutation, gene

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Exploring the Red Queen Hypothesis, which suggests that coevolution between hosts and parasites maintains genetic variation. Through images and descriptions, this content delves into the intricate dynamics of the evolutionary arms race, where constant adaptation is necessary for survival and the mai

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