Predicting Genetic Regulatory Response Using Classification: Yeast Stress Response -- Detecting Functional Modules of Transcription Factor Binding Sites in the Human Genome -- Fishing for Proteins in the Pacific Northwest -- PhyloGibbs: A Gibbs Sampler Incorporating Phylogenetic Information -- Application of Kernel Method to Reveal Subtypes of TF Binding Motifs -- Learning Regulatory Network Mo…
Constraint Propagation -- GCC-Like Restrictions on the Same Constraint -- A Note on Bilattices and Open Constraint Programming -- Pruning by Equally Constrained Variables -- Search -- Trying Again to Fail-First -- Characterization of a New Restart Strategy for Randomized Backtrack Search -- Dynamic Distributed BackJumping -- A Value Ordering Heuristic for Local Search in Distributed Resource Al…
Solving Polynomial Equations -- Resultants -- Computation in Local Rings -- Modules -- Free Resolutions -- Polytopes, Resultants, and Equations -- Polyhedral Regions and Polynomials -- Algebraic Coding Theory -- The Berlekamp-Massey-Sakata Decoding Algorithm.In recent years, the discovery of new algorithms for dealing with polynomial equations, coupled with their implementation on fast inexpens…
Algebraic Preliminaries -- Integration of Rational Functions -- Differential Fields -- The Order Function -- Integration of Transcendental Functions -- The Risch Differential Equation -- Parametric Problems -- The Coupled Differential System -- Structure Theorems -- Parallel Integration.This first volume in the series "Algorithms and Computation in Mathematics" is destined to become the standar…
to residues and resultants -- Solving equations via algebras -- Symbolic-numeric methods for solving polynomial equations and applications -- An algebraist’s view on border bases -- Tools for computing primary decompositions and applications to ideals associated to Bayesian networks -- Algorithms and their complexities -- Toric resultants and applications to geometric modelling -- to numerica…
Line Search Descent Methods for Unconstrained Minimization -- Standard Methods for Constrained Optimization -- New Gradient-Based Trajectory and Approximation Methods -- Example Problems -- Some Theorems.This book presents basic optimization principles and gradient-based algorithms to a general audience, in a brief and easy-to-read form without neglecting rigour. The work should enable the prof…
Batch Presorting Problems. I Models and Solution Approaches -- Batch Presorting Problems. II Applications in Inventory Logistics -- Vehicle Routing Problems in Hospital Transportation. I Models and Solution Approaches -- Vehicle Routing Problems in Hospital Transportation. II Applications and Case Studies -- Summary.This books covers the analysis and development of online algorithms involving e…
Introduzione -- Calcolo numerico e calcolo simbolico -- Modelli discreti -- Somme e serie -- Modelli continui -- Derivate e integrali -- Modelli discreti a più dimensioni -- Modelli continui a più dimensioni -- Modelli dinamici.Questo libro è nato dall'esperienza del corso di Matematica Generale all'Università Bocconi. Nel presentare gli oggetti matematici insegna allo studente l'utilizzo d…
Introduction: Theory and Complexity -- Duality Theory for Linear Optimization -- A Polynomial Algorithm for the Self—dual Model -- Solving the Canonical Problem -- The Logarithmic Barrier Approach -- Preliminaries -- The Dual Logarithmic Barrier Method -- The Primal—Dual Logarithmic Barrier Method -- Initialization -- The Target-following Approach -- Preliminaries -- The Primal-Dual Newton …
Some Novel Aspects of the Cauchy Problem -- Analytic and Algebraic Ideas: How to Profit from Their Complementarity -- On Certain First-Order Partial Differential Equations in C n -- Hermite Operator on the Heisenberg Group -- A Div-Curl Lemma in BMO on a Domain -- Subharmonic Functions on Discrete Structures -- Nearly Hyperbolic Varieties and Phragmén-Lindelöf Conditions -- Sampling and Loca…