secondhand Algorithms: Modern Approaches by Jeff Edmonds

New • Language: Greek

#algorithms • #computerscience • #πληροφορική • #αλγοριθμοι • #εκδοσειςκριτικη

ALGORITHMS Modern Approaches

The ultimate balance between eloquence and mathematical rigor is the innovation of Jeff Edmonds' book. His method is based on the triptych of understanding, design, and evaluation: understanding the computational problem, designing the algorithm that solves it, and evaluating it in terms of the time and memory it requires.

The reader is guided step by step to develop the ability to fully understand the functioning of an algorithm. The exploration of graphs, grammatical analysis of sentences, task scheduling with constraints, dynamic programming, recursion, backtracking techniques, abstract data structures, sorting, and searching are some of the most important computational problems that the reader is initiated into.

Advanced topics, such as randomized algorithms and computational complexity, are also discussed with absolute clarity. Furthermore, for each algorithmic area explored, the book includes exercises that involve filling in gaps in mathematical proofs, adapting the developed algorithms so that they can be applied to other problems.

Finally, the exploration of other techniques is also presented, along with their fields of application.