CONTENTS 1. Overview of The Fifth Generation Computer Systems Project . . . . . . . . . 1 2. Parallel Inference System . . . . . . . . . . . . . . . . . . . . . . . . . 8 * Parallel Logic Programming Language, KL1 . . . . . . . . . . . . . . . . . 9 * Parallel Inference Machine Operating System, PIMOS . . . . . . . . . . . . 10 * Parallel Inference Machine, PIM . . . . . . . . . . . . . . . . . . . . . 11 * KL1 Language Processor . . . . . . . . . . . . . . . . . . . . . . . . . . 12 * PIM Modules and Multi-PSI. . . . . . . . . . . . . . . . . . . . . . . . . 13 3. A Diagnostic and Control Expert System Based on a Plant Model . . . . . . . 19 4. Experimental Adaptive Model-Based Diagnostic System . . . . . . . . . . . . 23 5. Case-Based Circuit Design Support System . . . . . . . . . . . . . . . . . . 27 6. Co-HLEX : Experimental Parallel Hierarchical Recursive Layout System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31 7. Parallel Cell Placement Experimental System . . . . . . . . . . . . . . . . 35 8. High Level Synthesis System : RODIN . . . . . . . . . . . . . . . . . . . . 39 9. co-LODEX : A Cooperative Logic Design Expert System . . . . . . . . . . . . 43 10. Parallel LSI Router . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47 11. Parallel Logic Simulator . . . . . . . . . . . . . . . . . . . . . . . . . . 51 12. Protein Sequence Analysis Program --- Multiple Sequence Alignment by Parallel Iterative Aligner --- . . . . . 57 13. Model Generation Theorem Prover : MGTP . . . . . . . . . . . . . . . . . . . 63 14. Parallel Database Management System : Kappa-P . . . . . . . . . . . . . . . 75 15. Knowledge Representation Language : Quixote . . . . . . . . . . . . . . . . 81 16. A Parallel Legal Reasoning System : HELIC-II . . . . . . . . . . . . . . . . 87 17. Experimental Motif Extraction System . . . . . . . . . . . . . . . . . . . . 93 18. MENDELS ZONE : A Concurrent Program Development System . . . . . . . . . . . 97 19. Parallel Constraint Logic Programming System : GDCC . . . . . . . . . . . . 101 20. Experimental System for Argument Text Generation : Dulcinea . . . . . . . . 109 21. A Parallel Cooperative Natural Language Processing System : Laputa . . . . . 113 22. An Experimental Discourse Structure Analyzer . . . . . . . . . . . . . . . . 117