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First-order and Stochastic Optimization Methods for Machine Learning

Lan

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• Author(s): Lan • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Mathematics and Statistics • BISAC: AppliedFrom the Back CoverThis book covers not only foundational materials but also the most recent progresses made during ...

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Optimization--Theory and Applications: Problems with Ordinary Differential Equations

L. Cesari

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• Author(s): L. Cesari • Publisher: Springer • Publisher Imprint: Springer • BISAC: CalculusThis book has grown out of lectures and courses in calculus of variations and optimization taught for many years at the University of Michigan to graduate...

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Evolutionary Optimization

Ruhul Sarker

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• Author(s): Ruhul Sarker • Publisher: Springer • Publisher Imprint: Springer • BISAC: Management ScienceEvolutionary computation techniques have attracted increasing att- tions in recent years for solving complex optimization problems. They are ...

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Metaheuristics for Hard Optimization: Methods and Case Studies

Johann Dréo

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• Author(s): Johann Dréo • Publisher: Springer • Publisher Imprint: Springer • BISAC: Linear & Nonlinear ProgrammingFrom the Back CoverMetaheuristics for Hard Optimization comprises of three parts. The first part is devoted to the detailed pr...

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Group Search Optimization for Applications in Structural Design

Lijuan Li

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• Author(s): Lijuan Li • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverCivil engineering structures such as buildings, bridges, stadiums, and offshore structures play an import role...

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Time-Varying Network Optimization

Dan Sha

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• Author(s): Dan Sha • Publisher: Springer • Publisher Imprint: Springer • BISAC: Operations ResearchFrom the Back CoverNetwork flow optimization analyzes optimization problems on networks; hence, network optimization is reflected in many applica...

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Advancements in Optimization and Nature-Inspired Computing for Solutions in Contemporary Engineering Challenges

Diego Rossit, Carlos Enrique Torres-Aguilar, Adrián Andrés Toncovich

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• Author(s): Diego Rossit | Carlos Enrique Torres-Aguilar | Adrián Andrés Toncovich • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - General

Solving Optimization Problems with the Heuristic Kalman Algorithm: New Stochastic Methods

Rosario Toscano

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• Author(s): Rosario Toscano • Publisher: Springer • Publisher Imprint: Springer • BISAC: OptimizationThis text focuses on simple and easy-to-use design strategies for solving complex engineering problems that arise in several fields of engineeri...

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Principles in Noisy Optimization: Applied to Multi-Agent Coordination

Pratyusha Rakshit

Hardcover

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• Author(s): Pratyusha Rakshit • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverNoisy optimization is a topic of growing interest for researchers working on mainstream optimization p...

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Optimization Methods in Manufacturing Processes: A Machine-Generated Literature Overview

Anand J. Kulkarni

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• Author(s): Anand J. Kulkarni • Publisher: Springer • Publisher Imprint: Springer • BISAC: Industrial EngineeringSpringer Nature seeks to support anyone who needs a fast and effective start in their content discovery journey, from the undergradu...

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Convex Analysis for Optimization: A Unified Approach

Jan Brinkhuis

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• Author(s): Jan Brinkhuis • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Business Management • BISAC: Operations ResearchFrom the Back CoverThis textbook offers graduate students a concise introduction to the classic notio...

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Optimization--Theory and Practice

Wilhelm Forst

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• Author(s): Wilhelm Forst • Publisher: Springer • Publisher Imprint: Springer • BISAC: Linear & Nonlinear ProgrammingFrom the Back CoverOptimization is an important field in its own right but also plays a central role in numerous applied sci...

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Optimization--Theory and Practice

Wilhelm Forst

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• Author(s): Wilhelm Forst • Publisher: Springer • Publisher Imprint: Springer • BISAC: Linear & Nonlinear ProgrammingFrom the Back CoverOptimization is an important field in its own right but also plays a central role in numerous applied sci...

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Practical Mathematical Optimization: An Introduction to Basic Optimization Theory and Classical and New Gradient-Based Algorithms

Jan Snyman

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• Author(s): Jan Snyman • Publisher: Springer • Publisher Imprint: Springer • BISAC: Linear & Nonlinear ProgrammingThis book presents basic optimization principles and gradient-based algorithms to a general audience in a brief and easy-to-rea...

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Application of Mathematics and Optimization in Construction Project Management

Hêriş Golpîra

Hardcover

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• Author(s): Hêriş Golpîra • Publisher: Springer • Publisher Imprint: Springer • BISAC: Construction - Heating, Ventilation & Air ConditioningFrom the Back CoverThis book provides a broad overview of project and project management principles,...

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Discrete H∞ Optimization: With Applications in Signal Processing and Control Systems

Charles K. Chui

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• Author(s): Charles K. Chui • Publisher: Springer • Publisher Imprint: Springer • BISAC: ElectricalFrom the Back CoverDiscrete H¿ Optimization is concerned with the study of H¿ optimization for digital signal processing and discrete-time control...

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Application of Surrogate-Based Global Optimization to Aerodynamic Design

Emiliano Iuliano

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• Author(s): Emiliano Iuliano • Publisher: Springer • Publisher Imprint: Springer • BISAC: Aeronautics & AstronauticsFrom the Back CoverAerodynamic design, like many other engineering applications, is increasingly relying on computational pow...

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Convex and Stochastic Optimization

J. Frédéric Bonnans

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• Author(s): J. Frédéric Bonnans • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Mathematics and Statistics • BISAC: AppliedThis textbook provides an introduction to convex duality for optimization problems in Banach spaces,...

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Fuzzy Stochastic Optimization: Theory, Models and Applications

Shuming Wang

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• Author(s): Shuming Wang • Publisher: Springer • Publisher Imprint: Springer • BISAC: Engineering (General)From the Back CoverCovering in detail both theoretical and practical perspectives, this book is a self-contained and systematic depiction ...

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Smooth Nonlinear Optimization in RN

Tamás Rapcsák

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• Author(s): Tamás Rapcsák • Publisher: Springer • Publisher Imprint: Springer • BISAC: AppliedExperience gained during a ten-year long involvement in modelling, program- ming and application in nonlinear optimization helped me to arrive at the c...

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Metaheuristics and Optimization in Computer and Electrical Engineering: Volume 2: Hybrid and Improved Algorithms

Navid Razmjooy

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• Author(s): Navid Razmjooy • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis book discusses different methods of modifying the original metaheuristics and their application in c...

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Introduction to Methods for Nonlinear Optimization

Luigi Grippo

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• Author(s): Luigi Grippo • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Mathematics and Statistics • BISAC: AppliedThis book has two main objectives: - to provide a concise introduction to nonlinear optimization methods, ...

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Network Models and Optimization: Multiobjective Genetic Algorithm Approach

Mitsuo Gen

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• Author(s): Mitsuo Gen • Publisher: Springer • Publisher Imprint: Springer • BISAC: Industrial EngineeringFrom the Back CoverNetwork models are critical tools in business, management, science and industry. Network Models and Optimization: Multio...

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Evolutionary Multi-Task Optimization: Foundations and Methodologies

Liang Feng, Abhishek Gupta, Kay Chen Tan

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• Author(s): Liang Feng | Abhishek Gupta | Kay Chen Tan • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - General

Sustainable Logistics and Transportation:Optimization Models and Algorithms: Springer Optimization and Its Applications

Didem Cinar; Konstantinos Gakis; Panos M. Pardalos

Hardcover

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• Author(s): Didem Cinar; Konstantinos Gakis; Panos M. Pardalos • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Mathematics and Statistics • BISAC: CalculusFrom the Back CoverFocused on the logistics and transportation opera...

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Linear Optimization and Approximation: An Introduction to the Theoretical Analysis and Numerical Treatment of Semi-Infinite Programs

K. Glashoff

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• Author(s): K. Glashoff • Publisher: Springer • Publisher Imprint: Springer • BISAC: GeneralA linear optimization problem is the task of minimizing a linear real-valued function of finitely many variables subject to linear con- straints; in gene...

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Controller Tuning Optimization Methods for Multi-Constraints and Nonlinear Systems: A Metaheuristic Approach

Maude Josée Blondin

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• Author(s): Maude Josée Blondin • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Mathematics and Statistics • BISAC: CalculusThis book covers controller tuning techniques from conventional to new optimization methods for div...

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Large Sparse Numerical Optimization

T. F. Coleman

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• Author(s): T. F. Coleman • Publisher: Springer • Publisher Imprint: Springer • BISAC: Number Systems

Topology Optimization of Structures and Composite Continua

George I. N. Rozvany

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• Author(s): George I. N. Rozvany • Publisher: Springer • Publisher Imprint: Springer • BISAC: Civil - GeneralTopology optimization of structures and composite materials is a new and rapidly expanding field of mechanics which now plays an ever-in...

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Handbook of Optimization in Electric Power Distribution Systems

Mariana Resener

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• Author(s): Mariana Resener • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Engineering • BISAC: Operations ResearchFrom the Back CoverThis handbook gathers state-of-the-art research on optimization problems in power distri...

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Convex Optimization with Computational Errors

Alexander J. Zaslavski

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• Author(s): Alexander J. Zaslavski • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Mathematics and Statistics • BISAC: CalculusFrom the Back CoverThis book studies approximate solutions of optimization problems in the prese...

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Linear Programming and Generalizations: A Problem-Based Introduction with Spreadsheets

Eric V. DeNardo

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• Author(s): Eric V. DeNardo • Publisher: Springer • Publisher Imprint: Springer • BISAC: Operations ResearchFrom the Back CoverThis book on constrained optimization is novel in that it fuses these themes: - use examples to introduce general idea...

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Modeling, Simulation and Optimization: Proceedings of Comso 2022

Biplab Das, Ripon Patgiri, Sivaji Bandyopadhyay

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• Author(s): Biplab Das | Ripon Patgiri | Sivaji Bandyopadhyay • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralThe book covers topics of modeling, simulation, and optimization, including computational...

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Combinatorial Optimization and Applications: A Tribute to Bernard Gendron

Teodor Gabriel Crainic

Hardcover

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• Author(s): Teodor Gabriel Crainic • Publisher: Springer • Publisher Imprint: Springer • BISAC: Operations ResearchFrom the Back CoverCombinatorial Optimization represents a major component of Operations Research, Mathematical Programming, and, ...

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Advances in Nonlinear Parameter Optimization

R. Schmidt

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• Author(s): R. Schmidt • Publisher: Springer • Publisher Imprint: Springer • BISAC: Applied

Nature Inspired Cooperative Strategies for Optimization (Nicso 2011)

David Alejandro Pelta, Natalio Krasnogor, Dan Dumitrescu

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• Author(s): David Alejandro Pelta | Natalio Krasnogor | Dan Dumitrescu • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralBiological and other natural processes have always been a source of inspiration ...

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