Title :
A Proposal of a Menu Planning Algorithm for Two-phase Cooking by Busy Persons
Author :
Funabiki, Nobuo ; Taniguchi, Shiho ; Matsushima, Yukiko ; Nakanishi, Toru
Author_Institution :
Dept. of Commun. Network Eng., Okayama Univ., Okayama, Japan
fDate :
June 30 2011-July 2 2011
Abstract :
For busy persons such as working people, students, and nurturing parents, it is very hard to spend a long time in cooking foods by themselves at home after working for long hours on weekdays. As one solution, the cooking process can be divided into two phases, where the preparation steps for foods that they will eat on the following weekdays are performed on a weekend, and the final steps for some foods are finished on the eating day in a short time. Then, the task of generating a menu planning with this two-phase cooking becomes a complex problem to satisfy the limited cooking time. In this paper, we formulate this time-constrained menu planning problem with the two-phase cooking, and prove the NP-completeness of its decision problem through the reduction from the NP-complete knapsack problem. Then, we present its heuristic algorithm based on a simple greedy method for the knapsack problem, where foods are sequentially selected into the menu in descending order of food priorities. We apply the algorithm to the generation of one week menu plan from 53 food candidates, where the result verifies the effectiveness of our approach.
Keywords :
computational complexity; greedy algorithms; knapsack problems; NP-complete knapsack problem; busy persons; greedy method; heuristic algorithm; time-constrained menu planning algorithm; two-phase cooking; Cost function; Finishing; Heuristic algorithms; Microwave theory and techniques; Planning; Proposals; Time factors; Menu planning; algorithm; finishing phase; preparation phase; two-phase cooking;
Conference_Titel :
Complex, Intelligent and Software Intensive Systems (CISIS), 2011 International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-61284-709-2
Electronic_ISBN :
978-0-7695-4373-4
DOI :
10.1109/CISIS.2011.112