L' aléatoire Contrôlé en Optimisation. Volume 1 / Maurice Clerc.

Format:

Book

Author/Creator:

Clerc, Maurice, author.

Language:

French

Subjects (All):

Mathematical optimization.

Random number generators.

Physical Description:

1 online resource (255 pages)

Edition:

First edition.

Place of Publication:

London, England : ISTE Editions Ltd, [2015]

Summary:

This book, authored by Maurice Clerc, explores controlled randomness in optimization processes. It delves into the use of random number generators (RNGs) and their impact on the performance of algorithms. The text provides a comparative analysis of different types of RNGs, from true randomness to simple coded ones, and discusses how they can be manipulated to produce specific distributions. The book also presents source codes used in examples, offering insights into avoiding unnecessary stochastic elements in problem-solving. Clerc's work is intended for researchers and professionals interested in optimization and algorithm performance, providing both theoretical and practical perspectives on using randomness more effectively. Generated by AI.

Contents:

Intro

Table des matières

Avant-propos

Introduction

PREMIÈRE PARTIE: Le hasard en optimisation

1 Le risque nécessaire

2 Générateurs de nombres aléatoires (GNA)

3 Les effets du hasard

DEUXIÈME PARTIE: Comparaisons d'optimiseurs

4 Algorithmes et optimiseurs

5 Critères de performance

6 Comparer des optimiseurs

TROISIÈME PARTIE: Annexes

7 Le hasard superflu ? Optimiseurs à liste

8 Biais et signatures

9 Un pseudo-article scientifique

10 Petit bêtisier

11 Compléments mathématiques

12 Problèmes

13 Codes sources

Bibliographie

Index.

Notes:

Description based on publisher supplied metadata and other sources.

Description based on print version record.

Includes bibliographical references and index.

Part of the metadata in this record was created by AI, based on the text of the resource.

ISBN:

9781784060763

1784060763

OCLC:

1238089345