eprintid: 4535 rev_number: 21 eprint_status: archive userid: 351 dir: disk0/00/00/45/35 datestamp: 2016-01-15 02:06:09 lastmod: 2021-08-27 17:15:18 status_changed: 2016-01-15 02:06:09 type: monograph metadata_visibility: show item_issues_count: 3 creators_name: Sun, M. creators_name: Stam, A. creators_name: Steuer, R.E. creators_id: 1602 title: Interactive Multiple Objective Programming Using Tchebycheff Programs and Artificial Neural Networks ispublished: pub internal_subjects: iis_cmp internal_subjects: iis_met internal_subjects: iis_sys divisions: prog_mda abstract: A new interactive multiple objective programming procedure is developed that combines the strengths of the Interactive Weighted Tchebycheff Procedure (Steuer and Choo 1983) and the Interactive FFANN Procedure (Sun, Stam and Steuer 1993). In this new procedure, nondominated trial solutions are generated by solving Augmented Weighted Tchebycheff Programs (Steuer 1986), based on which the decision maker articulates his/her preference information by assigning "values" to these solutions or by making pairwise comparisons. The elicited preference information is used to train a feed-forward artificial neural network, which in turn is used to screen new trial solutions for presentation to decision maker in the next iteration. Computational results are reported, comparing the current procedure with the Interactive Weighted Tchebycheff Procedure and the Interactive FFANN Procedure. The results show that this new procedure yields good quality solutions. date: 1995-06 date_type: published publisher: WP-95-058 iiasapubid: WP-95-058 price: 10 creators_browse_id: 1588 full_text_status: public monograph_type: working_paper place_of_pub: IIASA, Laxenburg, Austria pages: 31 coversheets_dirty: FALSE fp7_type: info:eu-repo/semantics/book citation: Sun, M., Stam, A. , & Steuer, R.E. (1995). Interactive Multiple Objective Programming Using Tchebycheff Programs and Artificial Neural Networks. IIASA Working Paper. IIASA, Laxenburg, Austria: WP-95-058 document_url: https://pure.iiasa.ac.at/id/eprint/4535/1/WP-95-058.pdf