Solution construction and greedy algorithms
Maurício G. C. Resende, Celso C. Ribeiro
Abstract
Maurício G. C. Resende, Celso C. Ribeiro
Abstract
This chapter addresses the construction of feasible solutions. We begin by considering greedy algorithms and show their relationship with matroids. We then consider adaptive greedy algorithms, a generalization of greedy algorithms. Next, we present semi-greedy algorithms, obtained by randomizing adaptive greedy algorithms. The chapter concludes with a discussion of solution repair procedures.
OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
This chapter addresses the construction of feasible solutions. We begin by considering greedy algorithms and show their relationship with matroids. We then consider adaptive greedy algorithms, a generalization of greedy algorithms. Next, we present semi-greedy algorithms, obtained by randomizing adaptive greedy algorithms. The chapter concludes with a discussion of solution repair procedures.
Key concepts: Greedy algorithm, Matroid, Greedy randomized adaptive search procedure, Generalization, Algorithm, Computer science, Mathematical optimization, Weighted matroid