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Differentiable dynamical systems --- Neural networks (Computer science) --- Chaotic behavior in systems --- Statistical methods --- Congresses. --- Mathematical statistics --- Differential geometry. Global analysis --- Chaos --- Dynamique différentiable --- Réseaux neuronaux (Informatique) --- Congresses --- Méthodes statistiques --- Congrès --- Artificial neural networks --- Nets, Neural (Computer science) --- Networks, Neural (Computer science) --- Neural nets (Computer science) --- Artificial intelligence --- Natural computation --- Soft computing --- Differential dynamical systems --- Dynamical systems, Differentiable --- Dynamics, Differentiable --- Differential equations --- Global analysis (Mathematics) --- Topological dynamics --- Chaos in systems --- Chaos theory --- Chaotic motion in systems --- Dynamics --- Nonlinear theories --- System theory --- Statistical methods&delete& --- Differentiable dynamical systems - Statistical methods - Congresses. --- Neural networks (Computer science) - Statistical methods - Congresses. --- Chaotic behavior in systems - Statistical methods - Congresses. --- Reseau --- Probabilite --- Systeme neural --- Graphie

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This book constitutes the refereed proceedings of the International Workshop on Randomization and Approximation Techniques in Computer Science, RANDOM'97, held as a satelite meeting of ICALP'97, in Bologna, Italy, in July 1997. The volume presents 14 thoroughly revised full papers selected from 37 submissions; also included are four invited contributions by leading researchers. The book focuses on algorithms and complexity aspects arising in the development of efficient randomized solutions to computationally difficult problems. The papers are organized in sections on approximation, randomness, algorithms, and complexity.

Computer science --- Statistical methods --- Congresses. --- Computer Science --- Engineering & Applied Sciences --- Congresses --- Informatics --- Computer science. --- Computers. --- Algorithms. --- Mathematical statistics. --- Calculus of variations. --- Combinatorics. --- Computer Science. --- Theory of Computation. --- Algorithm Analysis and Problem Complexity. --- Discrete Mathematics in Computer Science. --- Calculus of Variations and Optimal Control; Optimization. --- Probability and Statistics in Computer Science. --- Mathematics. --- Combinatorics --- Algebra --- Mathematical analysis --- Isoperimetrical problems --- Variations, Calculus of --- Maxima and minima --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Computer mathematics --- Discrete mathematics --- Electronic data processing --- Algorism --- Arithmetic --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Machine theory --- Calculators --- Cyberspace --- Science --- Foundations --- Information theory. --- Computer software. --- Computational complexity. --- Mathematical optimization. --- Optimization (Mathematics) --- Optimization techniques --- Optimization theory --- Systems optimization --- Operations research --- Simulation methods --- System analysis --- Complexity, Computational --- Software, Computer --- Communication theory --- Communication --- Computer science—Mathematics. --- Computer science - Statistical methods - Congresses.

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Computer science --- Statistical methods --- Informatics --- Computer science. --- Computer programming. --- Data structures (Computer science). --- Algorithms. --- Probabilities. --- Computer Science. --- Programming Techniques. --- Probability Theory and Stochastic Processes. --- Data Structures, Cryptology and Information Theory. --- Algorithm Analysis and Problem Complexity. --- Discrete Mathematics in Computer Science. --- Data Structures. --- Mathematics. --- Science --- Distribution (Probability theory. --- Data structures (Computer scienc. --- Computer software. --- Computational complexity. --- Data Structures and Information Theory. --- Complexity, Computational --- Electronic data processing --- Machine theory --- Software, Computer --- Computer systems --- Distribution functions --- Frequency distribution --- Characteristic functions --- Probabilities --- Computer science—Mathematics. --- Algorism --- Algebra --- Arithmetic --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- File organization (Computer science) --- Abstract data types (Computer science) --- Probability --- Statistical inference --- Combinations --- Mathematics --- Chance --- Least squares --- Mathematical statistics --- Risk --- Computers --- Electronic computer programming --- Electronic digital computers --- Programming (Electronic computers) --- Coding theory --- Foundations --- Programming --- Computer science - Statistical methods - Congresses --- Information theory. --- Discrete mathematics. --- Artificial intelligence—Data processing. --- Probability Theory. --- Data Science. --- Discrete mathematical structures --- Mathematical structures, Discrete --- Structures, Discrete mathematical --- Numerical analysis --- Communication theory --- Communication --- Cybernetics