This is a comprehensive study of various time-dependent scheduling problems in single-, parallel- and dedicated-machine environments. In addition to complexity issues and exact or heuristic algorithms which are typically presented in scheduling books, the author also includes more advanced topics su
Models and Algorithms of Time-Dependent Scheduling
✍ Scribed by Stanisław Gawiejnowicz
- Publisher
- Springer Berlin Heidelberg;Springer
- Year
- 2020
- Tongue
- English
- Leaves
- 535
- Series
- Monographs in Theoretical Computer Science. An EATCS Series
- Edition
- 2nd ed.
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
This is a comprehensive study of various time-dependent scheduling problems in single-, parallel- and dedicated-machine environments. In addition to complexity issues and exact or heuristic algorithms which are typically presented in scheduling books, the author also includes more advanced topics such as matrix methods in time-dependent scheduling, time-dependent scheduling with two criteria and time-dependent two-agent scheduling.
The reader should be familiar with the basic notions of calculus, discrete mathematics and combinatorial optimization theory, while the book offers introductory material on theory of algorithms, NP-complete problems, and the basics of scheduling theory. The author includes numerous examples, figures and tables, he presents different classes of algorithms using pseudocode, he completes all chapters with extensive bibliographies, and he closes the book with comprehensive symbol and subject indexes.
The previous edition of the book focused on computational complexity of time-dependent scheduling problems. In this edition, the author concentrates on models of time-dependent job processing times and algorithms for solving time-dependent scheduling problems. The book is suitable for researchers working on scheduling, problem complexity, optimization, heuristics and local search algorithms.
✦ Table of Contents
Front Matter ....Pages I-XXIV
Front Matter ....Pages 1-1
Preliminaries (Stanisław Gawiejnowicz)....Pages 3-15
Problems and algorithms (Stanisław Gawiejnowicz)....Pages 17-34
( \mathcal{NP} )-complete problems (Stanisław Gawiejnowicz)....Pages 35-44
Front Matter ....Pages 45-45
The classical scheduling theory (Stanisław Gawiejnowicz)....Pages 47-63
The modern scheduling theory (Stanisław Gawiejnowicz)....Pages 65-82
The time-dependent scheduling (Stanisław Gawiejnowicz)....Pages 83-109
Front Matter ....Pages 111-111
Polynomial single machine problems (Stanisław Gawiejnowicz)....Pages 113-169
Polynomial parallel machine problems (Stanisław Gawiejnowicz)....Pages 171-176
Polynomial dedicated machine problems (Stanisław Gawiejnowicz)....Pages 177-195
Front Matter ....Pages 197-197
( \mathcal{NP} )-hard single machine problems (Stanisław Gawiejnowicz)....Pages 199-217
( \mathcal{NP} )-hard parallel machine problems (Stanisław Gawiejnowicz)....Pages 219-227
( \mathcal{NP} )-hard dedicated machine problems (Stanisław Gawiejnowicz)....Pages 229-236
Front Matter ....Pages 237-237
Exact algorithms (Stanisław Gawiejnowicz)....Pages 239-259
Approximation algorithms and schemes (Stanisław Gawiejnowicz)....Pages 261-278
Greedy algorithms based on signatures (Stanisław Gawiejnowicz)....Pages 279-299
Heuristic algorithms (Stanisław Gawiejnowicz)....Pages 301-327
Local search and meta-heuristic algorithms (Stanisław Gawiejnowicz)....Pages 329-351
Front Matter ....Pages 353-353
Time-dependent scheduling under precedence constraints (Stanisław Gawiejnowicz)....Pages 355-383
Matrix methods in time-dependent scheduling (Stanisław Gawiejnowicz)....Pages 385-430
Bi-criteria time-dependent scheduling (Stanisław Gawiejnowicz)....Pages 431-449
New topics in time-dependent scheduling (Stanisław Gawiejnowicz)....Pages 451-502
Back Matter ....Pages 503-538
✦ Subjects
Computer Science; Theory of Computation; Optimization; Operations Research/Decision Theory
📜 SIMILAR VOLUMES
Over the past few years, the field of scheduling has changed dramatically because of the complexity of the problems now involved. This has led many researchers to develop approximation algorithms that can handle these more difficult kinds of scheduling problems. This in turn has resulted in enormous
Researchers in management, industrial engineering, operations, and computer science have intensely studied scheduling for more than 50 years, resulting in an astounding body of knowledge in this field. Handbook of Scheduling: Algorithms, Models, and Performance Analysis, the first handbook on schedu
Researchers in management, industrial engineering, operations, and computer science have intensely studied scheduling for more than 50 years, resulting in an astounding body of knowledge in this field. Handbook of Scheduling: Algorithms, Models, and Performance Analysis, the first handbook on schedu
Researchers in management, industrial engineering, operations, and computer science have intensely studied scheduling for more than 50 years, resulting in an astounding body of knowledge in this field. <b>Handbook of Scheduling: Algorithms, Models, and Performance Analysis</b>, the first handbook on