By establishing an appropriate equivalence, we observe that the theory of semi-functors can be fully embedded in the theory of (ordinary) functors. As a result, standard properties and constructions on functors extend automatically to semi-functors.

Equational deduction is generalised within a category-based abstract model theory framework, and proved complete under a hypothesis of quantifier projectivity, using a semantic treatment that regards quantifiers as models rather than variables, and valuations as model morphisms rather than functions. Applications include many- and order-sorted (conditional) equational logics, Horn clause logic, equational deduction modulo a theory, constraint logics, and more, as well as any possible combination among them. In the cases of equational deduction modulo a theory and of constraint logic the completeness result is new. One important consequence is an abstract version of Herbrand's Theorem, which provides an abstract model theoretic foundation for equational and constraint logic programming.

Inspired by the work of S. Kaplan on positive/negative conditional rewriting, we investigate initial semantics for algebraic specifications with Gentzen formulas. Since the standard initial approach is limited to conditional equations (i.e. positive Horn formulas), the notion of semi-initial and quasi-initial algebras is introduced, and it is shown that all specifications with (positive) Gentzen formulas admit quasi-initial models.

The whole approach is generalized to the parametric case where quasi-initiality generalizes to quasi-freeness. Since quasi-free objects need not be isomorphic, the persistency requirement is added to obtain a unique semantics for many interesting practical examples. Unique persistent quasi-free semantics can be described as a free construction if the homomorphisms of the parameter category are suitably restricted. Furthermore, it turns out that unique persistent quasi-free semantics applies especially to specifications where the Gentzen formulas can be interpreted as hierarchical positive/negative conditional equations. The data type constructor of finite function spaces is used as an example that does not admit a correct initial semantics, but does admit a correct unique persistent quasi-initial semantics. The example demonstrates that the concepts introduced in this paper might be of some importance in practical applications.

Subtyping in the presence of recursive types for the λ-calculus was studied by Amadio and Cardelli in 1991 (Amadio and Cardelli 1991). In that paper they showed that the problem of deciding whether one recursive type is a subtype of another is decidable in exponential time. In this paper we give an 0(n2) algorithm. Our algorithm is based on a simplification of the definition of the subtype relation, which allows us to reduce the problem to the emptiness problem for a certain finite automaton with quadratically many states.

It is known that equality of recursive types and the covariant Bohm order can be decided efficiently by means of finite automata, since they are just language equality and language inclusion, respectively. Our results extend the automata-theoretic approach to handle orderings based on contravariance.